{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "gOpYt-Zgspvw" }, "source": [ "To run this, press \"*Runtime*\" and press \"*Run all*\" on a Google Colab A100 instance!\n", "
\n", "\n", "\n", " Join Discord if you need help + ⭐ Star us on Github ⭐\n", "
\n", "\n", "To install Unsloth on your local device, follow [our guide](https://unsloth.ai/docs/get-started/install). This notebook is licensed [LGPL-3.0](https://github.com/unslothai/notebooks?tab=LGPL-3.0-1-ov-file#readme).\n", "\n", "You will learn how to do [data prep](#Data), how to [train](#Train), how to [run the model](#Inference), & how to save it" ] }, { "cell_type": "markdown", "metadata": { "id": "xNElsIzospvw" }, "source": [ "### News" ] }, { "cell_type": "markdown", "metadata": { "id": "ZzyYx8-dspvx" }, "source": [ "Introducing **Unsloth Studio** - a new open source, no-code web UI to train and run LLMs. [Blog](https://unsloth.ai/docs/new/studio) • [Notebook](https://colab.research.google.com/github/unslothai/unsloth/blob/main/studio/Unsloth_Studio_Colab.ipynb)\n", "\n", "\n", "\n", "\n", "
\"Unsloth
Train models — no code needed		\"Unsloth
Run GGUF models on Mac, Windows & Linux
\n", "\n", "Train MoEs - DeepSeek, GLM, Qwen and gpt-oss 12x faster with 35% less VRAM. [Blog](https://unsloth.ai/docs/new/faster-moe)\n", "\n", "Ultra Long-Context Reinforcement Learning is here with 7x more context windows! [Blog](https://unsloth.ai/docs/new/grpo-long-context)\n", "\n", "New in Reinforcement Learning: [FP8 RL](https://unsloth.ai/docs/new/fp8-reinforcement-learning) • [Vision RL](https://unsloth.ai/docs/new/vision-reinforcement-learning-vlm-rl) • [Standby](https://unsloth.ai/docs/basics/memory-efficient-rl) • [gpt-oss RL](https://unsloth.ai/docs/new/gpt-oss-reinforcement-learning)\n", "\n", "Visit our docs for all our [model uploads](https://unsloth.ai/docs/get-started/unsloth-model-catalog) and [notebooks](https://unsloth.ai/docs/get-started/unsloth-notebooks)." ] }, { "cell_type": "markdown", "metadata": { "id": "bgKLV2s1spvx" }, "source": [ "### Installation" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "id": "f6leZW9xspvx" }, "outputs": [], "source": "%%capture\nimport os, re\nif \"COLAB_\" not in \"\".join(os.environ.keys()):\n !pip install unsloth # Do this in local & cloud setups\nelse:\n import torch; v = re.match(r'[\\d]{1,}\\.[\\d]{1,}', str(torch.__version__)).group(0)\n xformers = 'xformers==' + {'2.10':'0.0.34','2.9':'0.0.33.post1','2.8':'0.0.32.post2'}.get(v, \"0.0.34\")\n !pip install sentencepiece protobuf \"datasets==4.3.0\" \"huggingface_hub>=0.34.0\" hf_transfer\n !pip install --no-deps unsloth_zoo bitsandbytes accelerate {xformers} peft trl triton unsloth\n!pip install --no-deps transformers==5.5.0\n!pip install torchcodec\nimport torch; torch._dynamo.config.recompile_limit = 64;" }, { "cell_type": "code", "execution_count": 2, "metadata": { "id": "Yxkkpa5ospvx" }, "outputs": [], "source": [ "%%capture\n", "!pip install --no-deps --upgrade timm # For Gemma 4 vision/audio" ] }, { "cell_type": "markdown", "metadata": { "id": "GFOEZbP7ONMs" }, "source": [ "### Unsloth" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "id": "QmUBVEnvCDJv", "colab": { "base_uri": "https://localhost:8080/", "height": 461, "referenced_widgets": [ "7a0fef44174146c98c37ecedecf45d39", "84760c4a858e46799d253ed3ed86864b", "451c2f99255e481fb940b0fbf6ddcb58", "da843bee4e4643eba56b23c2c77aff70", "82cbe0e382ec49faba78de7b6076b0cf", "43cac410ebb9427aa7b02011287fb0e6", "b6e3107751ed469f918b08dbe981c84d", "0dae1b24c79f4cabba0fc8509b191360", "ee0d046105cf4d69b9bad9c06978227a", "f9cffd18bda8431f8a3bede12812168d", "73a74bcdebc0483db57f9bde93dc3b41", "2832a79a4f824c4c8f95a2a626582ba6", "e150eaba931d4f649f6a9c64f1dda02c", "358cbf15de2b4b00a1e708e7f6e29bb8", "6f425cd96d5349fa816d9dc0584847b2", "4893d81e6e984c8ca738593658719209", "a4bf50d66e8040da9d3b5271f2187dcd", "49e5b3f23ed84e3cb1a57a7e63788b07", "521e891f3e594a9e95f233aadf1c4dfa", "8c143f5422ee486f8716091a0a191ddf", "dcbdcfc579364725859f64933cd2dec8", "6630c1be8c1f4c50b9d17d0ba774365d", "2e2c558295f0452ea3c09bcd29685a36", "212cb67858a0498c96f3a8bfc16e0544", "6d8e427e07704af581a52d81c03d289d", "b11e6e50cb58496db7e763c090fb72da", "b8c82d51698e4754b611e4589809d729", "5b5ea275ee2f47359c726ab08a022189", "e0b83356e66b4095982601c6a76a91f6", "5120f72dd76945f1b1cb000eb3bfde0f", "27edb4245f3d4b03b64164333a90848a", "79322768faff475499be0ebb67805a65", "bb09f0eaaa2c4e4bb248d490501b488e", "e2d8bc90d34f45d6b68abf2b22a3e9a7", "ff60dfd2948b4279b6cbda74b37c33b2", "0e0b9c3f46aa477c8f9c6d3a26bd63cf", "4af204e557cb4cc28586af24956dd3b0", "0b4f98b868f8451d8cb99f6190321c8d", "4082b09ab6c749c49d71d368cdf85141", "e98bb563f163410b99017d1985d4ca2a", "25048b0ead8f4484b2d5017491823090", "28078c7802c4429b9baf4c7a7b7c72a1", "509af22adf884b03ba262bd41ff8ea75", "758c27fab7674b248981c8eb67d3d60e", "39da2c555af34b0dbee8a65ba82c0ef5", "2caf91d8b96246d8b0a2e7f2cc3eb326", "a64f5ed11fc2481aa79ff65998d216c6", "2081138477dc4a59b0932d099c5c91e3", "4d1e5c4c438044188d0572c54d56f851", "c7d8ec30f492459296878ae9b8c92f73", "44b23794497242938bcb8b2b193b4758", "0bc564d52fbd4636b18d77f49a793be0", "724731bdf7d64e208c8da43df88d3916", "d31c33be9b50430c84e099c561e8491a", "a69f172b151a41b3afdf594e8300dd63", "853c106980d745abbcec56ab94573120", "e5385ae4aa5a4b62a1c01f1f0b7be3e6", "04e9e69091fe45e0b7bd59cee36f23e3", "5410c1cc987741f8b68318ab56336621", "86cec3facded4f8eb655afc878cecc96", "2ab5080fa805496d99219628cfc534c5", "b01770b4e0074b2582f03bb4ac34b68f", "d63b8fd5ca6a401a9c760c6405731a82", "b7ec7200facb477283dc5de798770e2f", "1d96a405a2024cf7b380844283029ed3", "60a6115cbfba408fbda48a00ace7afc1", "d25954e26fbd407fa5430a78ba49a0b3", "7b3356198bac4650b26cb10fb6724694", "1906304d8f6c4163b9484a4fcc0d2cde", "56e0cc76ccb54253adb3cd26b3113c2b", "7704ce4caa804b7c8007f6301e774d9f", "3607b98e5dfb47faa77ae97560951467", "45e788079b654d2b89c4665faf42d1fd", "48b508296aa54d729314e2a2c24160dd", "dcbfd0eaa87b40ee8157fe3aa489ec4d", "b65aa8c218fe4b039bba43def6756e9c", "cf60ba5586f14a93a8df74129e2b06aa", "5450e335cdc248c1bd43e5d18002ebaa", "c019419080b74a96ada7632a57dd8485", "9d120705e8c447abb09bc20843da23f4", "47837cac654c4f05921f1029b6718815", "c1ba8e990adb4c3aa63d786ec8e93af7", "e2e92f6bcf934ad8bf00cf6b2aef3ba4", "bb44124af9914c29aa02aee3dfc214a0", "47ac15c001a6445c94781c8746012cd4", "462243e2ef5d4635a9ab6df9e5779f6c", "c9de48023b9e4625ac8b32c87ffa92dd", "4586b977bb6f4c739bb9fa5819cabfc6", "43ee4b1bf75542309a1622da87399e6d", "a5f0c555837c427d932cd4ab3b372889", "4486f8a8e17c48ac8056d1337e221050", "f840f357c01a49e6a77b1be045aa7d12", "8aa47b7fd9924cf4869f9e14b5b4ead5", "c489d961ea974c40a4e1f24b44aa0a2a", "f51553d1142b4697ad396bee6fb7b21d", "2af0f039d0304149a1f997d053b84405", "91f37acd8eb844f4a18825bdc3e1f6c2", "6ee677fbe8094e34a85628f69273cbca", "7b5b3e29daf5435a80eae703f4a23444" ] }, "outputId": "b63f747d-32a4-470f-b489-cad13b3b20f9" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "🦥 Unsloth: Will patch your computer to enable 2x faster free finetuning.\n", "Unsloth: Your Flash Attention 2 installation seems to be broken. Using Xformers instead. No performance changes will be seen.\n", "🦥 Unsloth Zoo will now patch everything to make training faster!\n", "==((====))== Unsloth 2026.4.4: Fast Gemma4 patching. Transformers: 5.5.0.\n", " \\\\ /| NVIDIA A100-SXM4-80GB. Num GPUs = 1. Max memory: 79.251 GB. Platform: Linux.\n", "O^O/ \\_/ \\ Torch: 2.10.0+cu128. CUDA: 8.0. CUDA Toolkit: 12.8. Triton: 3.6.0\n", "\\ / Bfloat16 = TRUE. FA [Xformers = 0.0.34. FA2 = False]\n", " \"-____-\" Free license: http://github.com/unslothai/unsloth\n", "Unsloth: Fast downloading is enabled - ignore downloading bars which are red colored!\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "model.safetensors.index.json: 0.00B [00:00, ?B/s]" ], "application/vnd.jupyter.widget-view+json": { "version_major": 2, "version_minor": 0, "model_id": "7a0fef44174146c98c37ecedecf45d39" } }, "metadata": {} }, { "output_type": "display_data", "data": { "text/plain": [ "Downloading (incomplete total...): 0.00B [00:00, ?B/s]" ], "application/vnd.jupyter.widget-view+json": { "version_major": 2, "version_minor": 0, "model_id": "2832a79a4f824c4c8f95a2a626582ba6" } }, "metadata": {} }, { "output_type": "display_data", "data": { "text/plain": [ "Fetching 2 files: 0%| | 0/2 [00:00\n", "### Data Prep\n", "We'll use a sampled dataset of handwritten math formulas. The objective is to convert these images into a computer-readable format—specifically LaTeX—so they can be rendered. This is particularly useful for complex expressions.\n", "\n", "You can access the dataset [here](https://huggingface.co/datasets/unsloth/LaTeX_OCR). The full dataset is [here](https://huggingface.co/datasets/linxy/LaTeX_OCR)." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "id": "LjY75GoYUCB8", "colab": { "base_uri": "https://localhost:8080/", "height": 177, "referenced_widgets": [ "e6cf365cf0674a8884e0c8ac8f8280e8", "7e30c5c4c96d48e3a78689e33caafcd3", "7de02d7843554276ad002c048a27c0d0", "96cfbd5b4f314ea4841878182a7efe76", "562d09896c604940922612e0e07f9c65", "6f4bfaeacaa94fe9a5e6183255c23610", "bda1c422c31a400abab7180489c6827a", "c7ea3a7037814db68f2e49efc250dc53", "314fc72dcdde4fe0b9b59439f0008a3d", "48e085b16ef14d99b042debed39dcb6c", "54a8a8e37c3d49158c65380451eb8712", "9a6f19b03be84e5aa83b969363d08266", "81f70c633bc4400e8a87c1cba5c878cb", "4384402858074f76a55cc80ff7ea31f4", "8fc9de0fd3964947a7f98a091b81d4a2", "8c1a59d63151455e8d6008943028bfed", "ac2d18a0024d4f9292e96f5b2ffc454d", "b855d3442a164d599f2e7462f153fa95", "4e5d2c84e7b2409bbb1d45e6d4130821", "9f3d00003e14495e8a4fb3cfb563e13e", "7fe02defa2cb4928ae9fbd155c02caee", "5762804fcc6a477dbaaff1622e67752d", "44475c29f3e74859a22b79e426cbff03", "a1d0d7eed4b349e69421762f608a2da0", "5955b2caad154badb366ab1dc729bf85", "3203efbc3d4b4195abe86d53b48b8b77", "e220f3b014f946fa9751a4d39ed0303c", "beda7d7f24cb413ebcdb42f238dc89bd", "ec5e1b08549d47ca99a7857a97b94022", "1355eb5a553a4f87b4a5a6dda9b1160c", "67fc62df6f6a411c96cb8769f241a810", "1a2dd7eb1fc94f49b65c10b677b26684", "60936221bc13459c8adefcc141ac7165", "079918351e0f463bba0cc030663acffc", "fa068bcbf12a4f9b8d92f0dad7ee4c71", "20ded9b9c93a4e07a946e13bbb68062d", "8845926888a448f98a2d32eddfb9f710", "a2c4067b539d42a0ab8a71a2ec05742f", "d212975985c24093951238bf6b32f85b", "3f674fdc9dbc421386f653c880926d96", "29d34168eb7c408486892b2b17f279b9", "00bb9e9c8b124008af2a01ed6ca53b13", "08279df17aad4a6080e6fe784d5b9e81", "aaa881bedb974089931e8eee3b193769", "e89e685da18542fca578ff9bd9aaa8cb", "56e57386c76b437c8e523405dbc74d89", "cebedffd8b49445e9721acaa3301d4ea", "f59d8fb192174fce8983987a2a299e77", "3aaf75c2b9754b6298cdf346d51a4516", "01baf8e6d6b944529659448e08efe79c", "0403261c40634c8daac850bd575fc966", "8e8c01da153245c8b4e942dae53e2dd2", "0bf222211e5a4e9cba517790a6089144", "26a7d1ec9dda441f9b1f99052b082422", "b5eb5d5fe03543ac9327188d0311bcda" ] }, "outputId": "f5358882-f875-4091-f503-f1b43305c604" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "README.md: 0%| | 0.00/519 [00:00" ], "image/png": "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\n", "image/jpeg": "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\n" }, "metadata": {}, "execution_count": 7 } ], "source": [ "dataset[2][\"image\"]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "id": "lXjfJr4W6z8P", "colab": { "base_uri": "https://localhost:8080/", "height": 52 }, "outputId": "0f9c8018-ae97-4118-9f28-c97f3e7b6b1d" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "'H ^ { \\\\prime } = \\\\beta N \\\\int d \\\\lambda \\\\biggl \\\\{ \\\\frac { 1 } { 2 \\\\beta ^ { 2 } N ^ { 2 } } \\\\partial _ { \\\\lambda } \\\\zeta ^ { \\\\dagger } \\\\partial _ { \\\\lambda } \\\\zeta + V ( \\\\lambda ) \\\\zeta ^ { \\\\dagger } \\\\zeta \\\\biggr \\\\} \\\\ .'" ], "application/vnd.google.colaboratory.intrinsic+json": { "type": "string" } }, "metadata": {}, "execution_count": 8 } ], "source": [ "dataset[2][\"text\"]" ] }, { "cell_type": "markdown", "metadata": { "id": "rKHxfZua1CrS" }, "source": [ "We can also render LaTeX directly in the browser!" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "id": "nPopsxAC1CrS", "colab": { "base_uri": "https://localhost:8080/", "height": 52 }, "outputId": "859f1f54-03ca-42c6-83ee-9fded7ad2d07" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "" ], "text/latex": "$\\displaystyle \\sigma ^ { \\mu } \\frac { \\lambda ^ { a } } { 2 } A _ { \\mu } ^ { a } .$" }, "metadata": {} } ], "source": [ "from IPython.display import display, Math, Latex\n", "\n", "latex = dataset[3][\"text\"]\n", "display(Math(latex))" ] }, { "cell_type": "markdown", "metadata": { "id": "K9CBpiISFa6C" }, "source": [ "To format the dataset, all vision fine-tuning tasks should follow this format:\n", "\n", "```python\n", "[\n", " {\n", " \"role\": \"user\",\n", " \"content\": [\n", " {\"type\": \"text\", \"text\": instruction},\n", " {\"type\": \"image\", \"image\": sample[\"image\"]},\n", " ],\n", " },\n", " {\n", " \"role\": \"user\",\n", " \"content\": [\n", " {\"type\": \"text\", \"text\": instruction},\n", " {\"type\": \"image\", \"image\": sample[\"image\"]},\n", " ],\n", " },\n", "]\n", "```" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "id": "oPXzJZzHEgXe" }, "outputs": [], "source": [ "instruction = \"Write the LaTeX representation for this image.\"\n", "\n", "def convert_to_conversation(sample):\n", " conversation = [\n", " {\n", " \"role\": \"user\",\n", " \"content\": [\n", " {\"type\": \"text\", \"text\": instruction},\n", " {\"type\": \"image\", \"image\": sample[\"image\"]},\n", " ],\n", " },\n", " {\"role\": \"assistant\", \"content\": [{\"type\": \"text\", \"text\": sample[\"text\"]}]},\n", " ]\n", " return {\"messages\": conversation}\n", "pass" ] }, { "cell_type": "markdown", "metadata": { "id": "FY-9u-OD6_gE" }, "source": [ "Let's convert the dataset into the \"correct\" format for finetuning:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "id": "gFW2qXIr7Ezy" }, "outputs": [], "source": [ "converted_dataset = [convert_to_conversation(sample) for sample in dataset]" ] }, { "cell_type": "markdown", "metadata": { "id": "ndDUB23CGAC5" }, "source": [ "The first example is now structured like below:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "id": "gGFzmplrEy9I", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "2b05e49c-bc65-494c-cba5-e70d41c0f1a9" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "{'messages': [{'role': 'user',\n", " 'content': [{'type': 'text',\n", " 'text': 'Write the LaTeX representation for this image.'},\n", " {'type': 'image',\n", " 'image': }]},\n", " {'role': 'assistant',\n", " 'content': [{'type': 'text',\n", " 'text': '{ \\\\frac { N } { M } } \\\\in { \\\\bf Z } , { \\\\frac { M } { P } } \\\\in { \\\\bf Z } , { \\\\frac { P } { Q } } \\\\in { \\\\bf Z }'}]}]}" ] }, "metadata": {}, "execution_count": 12 } ], "source": [ "converted_dataset[0]" ] }, { "cell_type": "markdown", "metadata": { "id": "MsRPBIb0JJ6c" }, "source": [ "Lets take the Gemma 4 instruction chat template and use it in our base model" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "id": "exoDVEvmJN-6" }, "outputs": [], "source": [ "from unsloth import get_chat_template\n", "\n", "processor = get_chat_template(\n", " processor,\n", " \"gemma-4-thinking\"\n", ")" ] }, { "cell_type": "markdown", "metadata": { "id": "FecKS-dA82f5" }, "source": [ "Before fine-tuning, let us evaluate the base model's performance. We do not expect strong results, as it has not encountered this chat template before." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "id": "vcat4UxA81vr", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "8514dfc7-67d1-4568-fab8-8139bd56ac6b" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "<|channel>thought\n", "The LaTeX representation for the equation in the image is:\n", "\n", "```latex\n", "H' = \\beta N \\int d\\lambda \\left\\{ \\frac{1}{2\\beta^2 N^2} \\partial_\\lambda \\zeta^\\dagger \\partial_\\lambda \\zeta + \\mathcal{V}(\\lambda) \\zeta^\\dagger \\zeta \\right\\}\n", "```\n", "\n", "When rendered, it looks like this:\n", "$H' = \\beta N \\int d\\lambda \\left\\{ \\frac{1}{2\\beta^2 N^2} \\partial_\\lambda \\zeta^\\dagger \\\n" ] } ], "source": [ "image = dataset[2][\"image\"]\n", "instruction = \"Write the LaTeX representation for this image.\"\n", "\n", "messages = [\n", " {\n", " \"role\": \"user\",\n", " \"content\": [{\"type\": \"image\"}, {\"type\": \"text\", \"text\": instruction}],\n", " }\n", "]\n", "input_text = processor.apply_chat_template(messages, add_generation_prompt = True)\n", "inputs = processor(\n", " image,\n", " input_text,\n", " add_special_tokens = False,\n", " return_tensors = \"pt\",\n", ").to(\"cuda\")\n", "\n", "from transformers import TextStreamer\n", "\n", "text_streamer = TextStreamer(processor, skip_prompt = True)\n", "result = model.generate(**inputs, streamer = text_streamer, max_new_tokens = 128,\n", " use_cache = True, temperature = 1.0, top_p = 0.95, top_k = 64)" ] }, { "cell_type": "markdown", "metadata": { "id": "FeAiMlQ71CrS" }, "source": [ "You can see it's absolutely terrible! It doesn't follow instructions at all" ] }, { "cell_type": "markdown", "metadata": { "id": "idAEIeSQ3xdS" }, "source": [ "\n", "### Train the model\n", "Now let's train our model. We do 60 steps to speed things up, but you can set `num_train_epochs=1` for a full run, and turn off `max_steps=None`. We also support `DPOTrainer` and `GRPOTrainer` for reinforcement learning!\n", "\n", "We use our new `UnslothVisionDataCollator` which will help in our vision finetuning setup." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "id": "95_Nn-89DhsL", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "d9c94f8e-d6ef-4f64-ca13-428028335b88" }, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "warmup_ratio is deprecated and will be removed in v5.2. Use `warmup_steps` instead.\n" ] }, { "output_type": "stream", "name": "stdout", "text": [ "Unsloth: Model does not have a default image size - using 512\n" ] } ], "source": [ "from unsloth.trainer import UnslothVisionDataCollator\n", "from trl import SFTTrainer, SFTConfig\n", "\n", "trainer = SFTTrainer(\n", " model = model,\n", " train_dataset = converted_dataset,\n", " processing_class = processor.tokenizer,\n", " data_collator = UnslothVisionDataCollator(model, processor),\n", " args = SFTConfig(\n", " per_device_train_batch_size = 1,\n", " gradient_accumulation_steps = 4,\n", " max_grad_norm = 0.3,\n", " warmup_ratio = 0.03,\n", " max_steps = 60,\n", " # num_train_epochs = 2, # Set this instead of max_steps for full training runs\n", " learning_rate = 2e-4,\n", " logging_steps = 1,\n", " save_strategy = \"steps\",\n", " optim = \"adamw_8bit\",\n", " weight_decay = 0.001,\n", " lr_scheduler_type = \"cosine\",\n", " seed = 3407,\n", " output_dir = \"outputs\",\n", " report_to = \"none\", # For Weights and Biases or others\n", "\n", " # You MUST put the below items for vision finetuning:\n", " remove_unused_columns = False,\n", " dataset_text_field = \"\",\n", " dataset_kwargs = {\"skip_prepare_dataset\": True},\n", " max_length = 2048,\n", " )\n", ")" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "cellView": "form", "id": "2ejIt2xSNKKp", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "99c38b86-0096-4319-ba4b-7cf3d76681b1" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "GPU = NVIDIA A100-SXM4-80GB. Max memory = 79.251 GB.\n", "46.615 GB of memory reserved.\n" ] } ], "source": [ "# @title Show current memory stats\n", "gpu_stats = torch.cuda.get_device_properties(0)\n", "start_gpu_memory = round(torch.cuda.max_memory_reserved() / 1024 / 1024 / 1024, 3)\n", "max_memory = round(gpu_stats.total_memory / 1024 / 1024 / 1024, 3)\n", "print(f\"GPU = {gpu_stats.name}. Max memory = {max_memory} GB.\")\n", "print(f\"{start_gpu_memory} GB of memory reserved.\")" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "id": "yqxqAZ7KJ4oL", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "outputId": "34c1db7c-d3b0-414c-b281-7eb01421bfbf" }, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "The tokenizer has new PAD/BOS/EOS tokens that differ from the model config and generation config. The model config and generation config were aligned accordingly, being updated with the tokenizer's values. Updated tokens: {'bos_token_id': 2}.\n", "==((====))== Unsloth - 2x faster free finetuning | Num GPUs used = 1\n", " \\\\ /| Num examples = 68,686 | Num Epochs = 1 | Total steps = 60\n", "O^O/ \\_/ \\ Batch size per device = 1 | Gradient accumulation steps = 4\n", "\\ / Data Parallel GPUs = 1 | Total batch size (1 x 4 x 1) = 4\n", " \"-____-\" Trainable parameters = 59,275,776 of 25,865,209,648 (0.23% trained)\n" ] }, { "output_type": "stream", "name": "stdout", "text": [ "Unsloth: Will smartly offload gradients to save VRAM!\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "" ], "text/html": [ "\n", "
\n", " \n", " \n", " [60/60 18:34, Epoch 0/1]\n", "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
StepTraining Loss
12.986776
23.611241
33.235800
43.207892
52.393348
61.994182
71.238167
81.074898
91.115454
100.414163
110.488537
120.463625
130.485965
140.257269
150.223266
160.299220
170.228006
180.165416
190.214501
200.163012
210.160776
220.227581
230.252964
240.154257
250.162097
260.201924
270.192899
280.150303
290.220560
300.132235
310.154113
320.265951
330.128669
340.118749
350.169299
360.130528
370.099769
380.122619
390.148352
400.202640
410.163365
420.065318
430.185360
440.124109
450.060225
460.107721
470.129032
480.118885
490.188991
500.109477
510.080716
520.167722
530.136780
540.125553
550.158793
560.392148
570.100937
580.066817
590.181567
600.087730

" ] }, "metadata": {} } ], "source": [ "trainer_stats = trainer.train()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "cellView": "form", "id": "pCqnaKmlO1U9", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "f9f14f4d-75bb-4423-ddc3-e79677d21d8a" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "1187.0917 seconds used for training.\n", "19.78 minutes used for training.\n", "Peak reserved memory = 46.926 GB.\n", "Peak reserved memory for training = 0.311 GB.\n", "Peak reserved memory % of max memory = 59.212 %.\n", "Peak reserved memory for training % of max memory = 0.392 %.\n" ] } ], "source": [ "# @title Show final memory and time stats\n", "used_memory = round(torch.cuda.max_memory_reserved() / 1024 / 1024 / 1024, 3)\n", "used_memory_for_lora = round(used_memory - start_gpu_memory, 3)\n", "used_percentage = round(used_memory / max_memory * 100, 3)\n", "lora_percentage = round(used_memory_for_lora / max_memory * 100, 3)\n", "print(f\"{trainer_stats.metrics['train_runtime']} seconds used for training.\")\n", "print(\n", " f\"{round(trainer_stats.metrics['train_runtime']/60, 2)} minutes used for training.\"\n", ")\n", "print(f\"Peak reserved memory = {used_memory} GB.\")\n", "print(f\"Peak reserved memory for training = {used_memory_for_lora} GB.\")\n", "print(f\"Peak reserved memory % of max memory = {used_percentage} %.\")\n", "print(f\"Peak reserved memory for training % of max memory = {lora_percentage} %.\")" ] }, { "cell_type": "markdown", "metadata": { "id": "ekOmTR1hSNcr" }, "source": [ "\n", "### Inference\n", "Let's run the model! You can modify the instruction and input—just leave the output blank.\n", "\n", "We'll use the best hyperparameters for inference on Gemma: `top_p=0.95`, `top_k=64`, and `temperature=1.0`." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "id": "kR3gIAX-SM2q", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "76204120-8c3f-49b4-a5e2-f1e66a5b7f3a" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "<|channel>thought\n", "[ [ B _ { n } ^ { + } , b _ { 2 } ^ { - } ] , b _ { 2 } ^ { + } ] = n B _ { n } ^ { + } , \\quad [ [ B _ { n } ^ { - } , b _ { 2 } ^ { + } ] , b _ { 2 } ^ { - } ] = n B _ { n } ^ { - } .\n" ] } ], "source": [ "image = dataset[10][\"image\"]\n", "instruction = \"Write the LaTeX representation for this image.\"\n", "\n", "messages = [\n", " {\n", " \"role\": \"user\",\n", " \"content\": [{\"type\": \"image\"}, {\"type\": \"text\", \"text\": instruction}],\n", " }\n", "]\n", "\n", "input_text = processor.apply_chat_template(messages, add_generation_prompt = True)\n", "\n", "inputs = processor(\n", " image,\n", " input_text,\n", " add_special_tokens = False,\n", " return_tensors = \"pt\",\n", ").to(\"cuda\")\n", "\n", "from transformers import TextStreamer\n", "\n", "text_streamer = TextStreamer(processor, skip_prompt = True)\n", "result = model.generate(**inputs, streamer = text_streamer, max_new_tokens = 128,\n", " use_cache = True, temperature = 1.0, top_p = 0.95, top_k = 64)" ] }, { "cell_type": "markdown", "metadata": { "id": "uMuVrWbjAzhc" }, "source": [ "\n", "### Saving, loading finetuned models\n", "To save the final model as LoRA adapters, use Hugging Face’s `push_to_hub` for online saving, or `save_pretrained` for local storage.\n", "\n", "**[NOTE]** This ONLY saves the LoRA adapters, and not the full model. To save to 16bit or GGUF, scroll down!" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "id": "upcOlWe7A1vc", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "a5558703-774e-4d23-9794-0c3fbc5ccad4" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "['gemma_4_lora/processor_config.json']" ] }, "metadata": {}, "execution_count": 20 } ], "source": [ "model.save_pretrained(\"gemma_4_lora\") # Local saving\n", "processor.save_pretrained(\"gemma_4_lora\")\n", "# model.push_to_hub(\"your_name/gemma_4_lora\", token = \"YOUR_HF_TOKEN\") # Online saving\n", "# processor.push_to_hub(\"your_name/gemma_4_lora\", token = \"YOUR_HF_TOKEN\") # Online saving" ] }, { "cell_type": "markdown", "metadata": { "id": "AEEcJ4qfC7Lp" }, "source": [ "Now if you want to load the LoRA adapters we just saved for inference, set `False` to `True`:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "id": "MKX_XKs_BNZR", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "f214eeec-cf71-4e48-a13f-144ef5bf37ce" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "<|channel>thought\n", "The image shows a mathematical expression in tensor notation, likely from a physics context (such as general relativity or gauge theory).\n", "\n", "The expression is:\n", "$$D _ { \\mu } ^ { \\alpha \\beta } \\bar { A } _ { \\mu } ^ { \\alpha \\beta } = 0 ,$$\n", "\n", "### Breakdown of the notation:\n", "* **$D$**: Represents a covariant derivative.\n", "* **$\\mu$**: The index being contracted.\n", "* **$\\alpha, \\beta$**: Indices representing the tensor components.\n", "* **$\\bar{A\n" ] } ], "source": [ "if False:\n", " from unsloth import FastVisionModel\n", "\n", " model, processor = FastVisionModel.from_pretrained(\n", " model_name = \"gemma_4_lora\", # YOUR MODEL YOU USED FOR TRAINING\n", " load_in_4bit = True, # Set to False for 16bit LoRA\n", " )\n", "\n", "sample = dataset[1]\n", "image = sample[\"image\"].convert(\"RGB\")\n", "messages = [\n", " {\n", " \"role\": \"user\",\n", " \"content\": [\n", " {\n", " \"type\": \"text\",\n", " \"text\": sample[\"text\"],\n", " },\n", " {\n", " \"type\": \"image\",\n", " },\n", " ],\n", " },\n", "]\n", "input_text = processor.apply_chat_template(messages, add_generation_prompt = True)\n", "inputs = processor(\n", " image,\n", " input_text,\n", " add_special_tokens = False,\n", " return_tensors = \"pt\",\n", ").to(\"cuda\")\n", "\n", "from transformers import TextStreamer\n", "\n", "text_streamer = TextStreamer(processor.tokenizer, skip_prompt = True)\n", "_ = model.generate(**inputs, streamer = text_streamer, max_new_tokens = 128,\n", " use_cache = True, temperature = 1.0, top_p = 0.95, top_k = 64)" ] }, { "cell_type": "markdown", "metadata": { "id": "f422JgM9sdVT" }, "source": [ "### Saving to float16 for VLLM\n", "\n", "We also support saving to `float16` directly. Select `merged_16bit` for float16. Use `push_to_hub_merged` to upload to your Hugging Face account! You can go to https://huggingface.co/settings/tokens for your personal tokens. See [our docs](https://unsloth.ai/docs/basics/inference-and-deployment) for more deployment options." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "id": "iHjt_SMYsd3P" }, "outputs": [], "source": [ "# Select ONLY 1 to save! (Both not needed!)\n", "\n", "# Save locally to 16bit\n", "if False: model.save_pretrained_merged(\"unsloth_finetune\", processor,)\n", "\n", "# To export and save to your Hugging Face account\n", "if False: model.push_to_hub_merged(\"YOUR_USERNAME/unsloth_finetune\", processor, token = \"YOUR_HF_TOKEN\")" ] }, { "cell_type": "markdown", "metadata": { "id": "TSjNVDCYv-yr" }, "source": [ "And we're done! If you have any questions on Unsloth, we have a [Discord](https://discord.gg/unsloth) channel! If you find any bugs or want to keep updated with the latest LLM stuff, or need help, join projects etc, feel free to join our Discord!\n", "\n", "Some other resources:\n", "1. Train your own reasoning model - Llama GRPO notebook [Free Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.1_(8B)-GRPO.ipynb)\n", "2. Saving finetunes to Ollama. [Free notebook](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3_(8B)-Ollama.ipynb)\n", "3. Llama 3.2 Vision finetuning - Radiography use case. [Free Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.2_(11B)-Vision.ipynb)\n", "4. See notebooks for DPO, ORPO, Continued pretraining, conversational finetuning and more on our [documentation](https://unsloth.ai/docs/get-started/unsloth-notebooks)!\n", "\n", "

\n", " \n", " \n", " \n", "\n", " Join Discord if you need help + ⭐️ Star us on Github ⭐️\n", "
\n", "\n", " This notebook and all Unsloth notebooks are licensed [LGPL-3.0](https://github.com/unslothai/notebooks?tab=LGPL-3.0-1-ov-file#readme)." ] } ], "metadata": { "accelerator": "GPU", "colab": { "gpuType": "A100", "machine_shape": "hm", "provenance": [] }, "kernelspec": { "display_name": "Python 3", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.3" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "7a0fef44174146c98c37ecedecf45d39": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_84760c4a858e46799d253ed3ed86864b", "IPY_MODEL_451c2f99255e481fb940b0fbf6ddcb58", "IPY_MODEL_da843bee4e4643eba56b23c2c77aff70" ], "layout": "IPY_MODEL_82cbe0e382ec49faba78de7b6076b0cf" } }, "84760c4a858e46799d253ed3ed86864b": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_43cac410ebb9427aa7b02011287fb0e6", "placeholder": "​", "style": "IPY_MODEL_b6e3107751ed469f918b08dbe981c84d", "value": "model.safetensors.index.json: " } }, "451c2f99255e481fb940b0fbf6ddcb58": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_0dae1b24c79f4cabba0fc8509b191360", "max": 1, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_ee0d046105cf4d69b9bad9c06978227a", "value": 1 } }, "da843bee4e4643eba56b23c2c77aff70": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_f9cffd18bda8431f8a3bede12812168d", "placeholder": "​", "style": "IPY_MODEL_73a74bcdebc0483db57f9bde93dc3b41", "value": " 103k/? [00:00<00:00, 9.53MB/s]" } }, "82cbe0e382ec49faba78de7b6076b0cf": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "43cac410ebb9427aa7b02011287fb0e6": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "b6e3107751ed469f918b08dbe981c84d": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "0dae1b24c79f4cabba0fc8509b191360": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": "20px" } }, "ee0d046105cf4d69b9bad9c06978227a": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "f9cffd18bda8431f8a3bede12812168d": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "73a74bcdebc0483db57f9bde93dc3b41": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "2832a79a4f824c4c8f95a2a626582ba6": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_e150eaba931d4f649f6a9c64f1dda02c", "IPY_MODEL_358cbf15de2b4b00a1e708e7f6e29bb8", "IPY_MODEL_6f425cd96d5349fa816d9dc0584847b2" ], "layout": "IPY_MODEL_4893d81e6e984c8ca738593658719209" } }, "e150eaba931d4f649f6a9c64f1dda02c": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_a4bf50d66e8040da9d3b5271f2187dcd", "placeholder": "​", "style": "IPY_MODEL_49e5b3f23ed84e3cb1a57a7e63788b07", "value": "Download complete: 100%" } }, "358cbf15de2b4b00a1e708e7f6e29bb8": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_521e891f3e594a9e95f233aadf1c4dfa", "max": 1, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_8c143f5422ee486f8716091a0a191ddf", "value": 1 } }, "6f425cd96d5349fa816d9dc0584847b2": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_dcbdcfc579364725859f64933cd2dec8", "placeholder": "​", "style": "IPY_MODEL_6630c1be8c1f4c50b9d17d0ba774365d", "value": " 51.6G/51.6G [02:23<00:00, 386MB/s]" } }, "4893d81e6e984c8ca738593658719209": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "a4bf50d66e8040da9d3b5271f2187dcd": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "49e5b3f23ed84e3cb1a57a7e63788b07": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "521e891f3e594a9e95f233aadf1c4dfa": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": "20px" } }, "8c143f5422ee486f8716091a0a191ddf": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "dcbdcfc579364725859f64933cd2dec8": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "6630c1be8c1f4c50b9d17d0ba774365d": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "2e2c558295f0452ea3c09bcd29685a36": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_212cb67858a0498c96f3a8bfc16e0544", "IPY_MODEL_6d8e427e07704af581a52d81c03d289d", "IPY_MODEL_b11e6e50cb58496db7e763c090fb72da" ], "layout": "IPY_MODEL_b8c82d51698e4754b611e4589809d729" } }, "212cb67858a0498c96f3a8bfc16e0544": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_5b5ea275ee2f47359c726ab08a022189", "placeholder": "​", "style": "IPY_MODEL_e0b83356e66b4095982601c6a76a91f6", "value": "Fetching 2 files: 100%" } }, "6d8e427e07704af581a52d81c03d289d": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_5120f72dd76945f1b1cb000eb3bfde0f", "max": 2, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_27edb4245f3d4b03b64164333a90848a", "value": 2 } }, "b11e6e50cb58496db7e763c090fb72da": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_79322768faff475499be0ebb67805a65", "placeholder": "​", "style": "IPY_MODEL_bb09f0eaaa2c4e4bb248d490501b488e", "value": " 2/2 [02:23<00:00, 143.11s/it]" } }, "b8c82d51698e4754b611e4589809d729": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "5b5ea275ee2f47359c726ab08a022189": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "e0b83356e66b4095982601c6a76a91f6": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "5120f72dd76945f1b1cb000eb3bfde0f": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "27edb4245f3d4b03b64164333a90848a": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "79322768faff475499be0ebb67805a65": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "bb09f0eaaa2c4e4bb248d490501b488e": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "e2d8bc90d34f45d6b68abf2b22a3e9a7": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_ff60dfd2948b4279b6cbda74b37c33b2", "IPY_MODEL_0e0b9c3f46aa477c8f9c6d3a26bd63cf", "IPY_MODEL_4af204e557cb4cc28586af24956dd3b0" ], "layout": "IPY_MODEL_0b4f98b868f8451d8cb99f6190321c8d" } }, "ff60dfd2948b4279b6cbda74b37c33b2": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_4082b09ab6c749c49d71d368cdf85141", "placeholder": "​", "style": "IPY_MODEL_e98bb563f163410b99017d1985d4ca2a", "value": "Loading weights: 100%" } }, "0e0b9c3f46aa477c8f9c6d3a26bd63cf": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_25048b0ead8f4484b2d5017491823090", "max": 1013, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_28078c7802c4429b9baf4c7a7b7c72a1", "value": 1013 } }, "4af204e557cb4cc28586af24956dd3b0": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_509af22adf884b03ba262bd41ff8ea75", "placeholder": "​", "style": "IPY_MODEL_758c27fab7674b248981c8eb67d3d60e", "value": " 1013/1013 [00:14<00:00, 553.64it/s]" } }, "0b4f98b868f8451d8cb99f6190321c8d": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "4082b09ab6c749c49d71d368cdf85141": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "e98bb563f163410b99017d1985d4ca2a": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "25048b0ead8f4484b2d5017491823090": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "28078c7802c4429b9baf4c7a7b7c72a1": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "509af22adf884b03ba262bd41ff8ea75": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "758c27fab7674b248981c8eb67d3d60e": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "39da2c555af34b0dbee8a65ba82c0ef5": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_2caf91d8b96246d8b0a2e7f2cc3eb326", "IPY_MODEL_a64f5ed11fc2481aa79ff65998d216c6", "IPY_MODEL_2081138477dc4a59b0932d099c5c91e3" ], "layout": "IPY_MODEL_4d1e5c4c438044188d0572c54d56f851" } }, "2caf91d8b96246d8b0a2e7f2cc3eb326": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_c7d8ec30f492459296878ae9b8c92f73", "placeholder": "​", "style": "IPY_MODEL_44b23794497242938bcb8b2b193b4758", "value": "generation_config.json: 100%" } }, "a64f5ed11fc2481aa79ff65998d216c6": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_0bc564d52fbd4636b18d77f49a793be0", "max": 208, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_724731bdf7d64e208c8da43df88d3916", "value": 208 } }, "2081138477dc4a59b0932d099c5c91e3": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_d31c33be9b50430c84e099c561e8491a", "placeholder": "​", "style": "IPY_MODEL_a69f172b151a41b3afdf594e8300dd63", "value": " 208/208 [00:00<00:00, 27.2kB/s]" } }, "4d1e5c4c438044188d0572c54d56f851": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "c7d8ec30f492459296878ae9b8c92f73": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "44b23794497242938bcb8b2b193b4758": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "0bc564d52fbd4636b18d77f49a793be0": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "724731bdf7d64e208c8da43df88d3916": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "d31c33be9b50430c84e099c561e8491a": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "a69f172b151a41b3afdf594e8300dd63": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "853c106980d745abbcec56ab94573120": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_e5385ae4aa5a4b62a1c01f1f0b7be3e6", "IPY_MODEL_04e9e69091fe45e0b7bd59cee36f23e3", "IPY_MODEL_5410c1cc987741f8b68318ab56336621" ], "layout": "IPY_MODEL_86cec3facded4f8eb655afc878cecc96" } }, "e5385ae4aa5a4b62a1c01f1f0b7be3e6": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_2ab5080fa805496d99219628cfc534c5", "placeholder": "​", "style": "IPY_MODEL_b01770b4e0074b2582f03bb4ac34b68f", "value": "processor_config.json: " } }, "04e9e69091fe45e0b7bd59cee36f23e3": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_d63b8fd5ca6a401a9c760c6405731a82", "max": 1, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_b7ec7200facb477283dc5de798770e2f", "value": 1 } }, "5410c1cc987741f8b68318ab56336621": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_1d96a405a2024cf7b380844283029ed3", "placeholder": "​", "style": "IPY_MODEL_60a6115cbfba408fbda48a00ace7afc1", "value": " 1.69k/? [00:00<00:00, 174kB/s]" } }, "86cec3facded4f8eb655afc878cecc96": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "2ab5080fa805496d99219628cfc534c5": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "b01770b4e0074b2582f03bb4ac34b68f": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "d63b8fd5ca6a401a9c760c6405731a82": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": "20px" } }, "b7ec7200facb477283dc5de798770e2f": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "1d96a405a2024cf7b380844283029ed3": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "60a6115cbfba408fbda48a00ace7afc1": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "d25954e26fbd407fa5430a78ba49a0b3": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_7b3356198bac4650b26cb10fb6724694", "IPY_MODEL_1906304d8f6c4163b9484a4fcc0d2cde", "IPY_MODEL_56e0cc76ccb54253adb3cd26b3113c2b" ], "layout": "IPY_MODEL_7704ce4caa804b7c8007f6301e774d9f" } }, "7b3356198bac4650b26cb10fb6724694": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_3607b98e5dfb47faa77ae97560951467", "placeholder": "​", "style": "IPY_MODEL_45e788079b654d2b89c4665faf42d1fd", "value": "chat_template.jinja: " } }, "1906304d8f6c4163b9484a4fcc0d2cde": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_48b508296aa54d729314e2a2c24160dd", "max": 1, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_dcbfd0eaa87b40ee8157fe3aa489ec4d", "value": 1 } }, "56e0cc76ccb54253adb3cd26b3113c2b": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_b65aa8c218fe4b039bba43def6756e9c", "placeholder": "​", "style": "IPY_MODEL_cf60ba5586f14a93a8df74129e2b06aa", "value": " 12.0k/? [00:00<00:00, 1.29MB/s]" } }, "7704ce4caa804b7c8007f6301e774d9f": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "3607b98e5dfb47faa77ae97560951467": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "45e788079b654d2b89c4665faf42d1fd": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "48b508296aa54d729314e2a2c24160dd": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": "20px" } }, "dcbfd0eaa87b40ee8157fe3aa489ec4d": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "b65aa8c218fe4b039bba43def6756e9c": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "cf60ba5586f14a93a8df74129e2b06aa": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "5450e335cdc248c1bd43e5d18002ebaa": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_c019419080b74a96ada7632a57dd8485", "IPY_MODEL_9d120705e8c447abb09bc20843da23f4", "IPY_MODEL_47837cac654c4f05921f1029b6718815" ], "layout": "IPY_MODEL_c1ba8e990adb4c3aa63d786ec8e93af7" } }, "c019419080b74a96ada7632a57dd8485": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_e2e92f6bcf934ad8bf00cf6b2aef3ba4", "placeholder": "​", "style": "IPY_MODEL_bb44124af9914c29aa02aee3dfc214a0", "value": "tokenizer_config.json: " } }, "9d120705e8c447abb09bc20843da23f4": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_47ac15c001a6445c94781c8746012cd4", "max": 1, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_462243e2ef5d4635a9ab6df9e5779f6c", "value": 1 } }, "47837cac654c4f05921f1029b6718815": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_c9de48023b9e4625ac8b32c87ffa92dd", "placeholder": "​", "style": "IPY_MODEL_4586b977bb6f4c739bb9fa5819cabfc6", "value": " 15.0k/? [00:00<00:00, 1.61MB/s]" } }, "c1ba8e990adb4c3aa63d786ec8e93af7": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "e2e92f6bcf934ad8bf00cf6b2aef3ba4": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "bb44124af9914c29aa02aee3dfc214a0": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "47ac15c001a6445c94781c8746012cd4": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": "20px" } }, "462243e2ef5d4635a9ab6df9e5779f6c": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "c9de48023b9e4625ac8b32c87ffa92dd": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "4586b977bb6f4c739bb9fa5819cabfc6": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "43ee4b1bf75542309a1622da87399e6d": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_a5f0c555837c427d932cd4ab3b372889", "IPY_MODEL_4486f8a8e17c48ac8056d1337e221050", "IPY_MODEL_f840f357c01a49e6a77b1be045aa7d12" ], "layout": "IPY_MODEL_8aa47b7fd9924cf4869f9e14b5b4ead5" } }, "a5f0c555837c427d932cd4ab3b372889": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_c489d961ea974c40a4e1f24b44aa0a2a", "placeholder": "​", "style": "IPY_MODEL_f51553d1142b4697ad396bee6fb7b21d", "value": "tokenizer.json: 100%" } }, "4486f8a8e17c48ac8056d1337e221050": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_2af0f039d0304149a1f997d053b84405", "max": 32169626, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_91f37acd8eb844f4a18825bdc3e1f6c2", "value": 32169626 } }, "f840f357c01a49e6a77b1be045aa7d12": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_6ee677fbe8094e34a85628f69273cbca", "placeholder": "​", "style": "IPY_MODEL_7b5b3e29daf5435a80eae703f4a23444", "value": " 32.2M/32.2M [00:01<00:00, 161MB/s]" } }, "8aa47b7fd9924cf4869f9e14b5b4ead5": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "c489d961ea974c40a4e1f24b44aa0a2a": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "f51553d1142b4697ad396bee6fb7b21d": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "2af0f039d0304149a1f997d053b84405": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "91f37acd8eb844f4a18825bdc3e1f6c2": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "6ee677fbe8094e34a85628f69273cbca": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "7b5b3e29daf5435a80eae703f4a23444": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "e6cf365cf0674a8884e0c8ac8f8280e8": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_7e30c5c4c96d48e3a78689e33caafcd3", "IPY_MODEL_7de02d7843554276ad002c048a27c0d0", "IPY_MODEL_96cfbd5b4f314ea4841878182a7efe76" ], "layout": "IPY_MODEL_562d09896c604940922612e0e07f9c65" } }, "7e30c5c4c96d48e3a78689e33caafcd3": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_6f4bfaeacaa94fe9a5e6183255c23610", "placeholder": "​", "style": "IPY_MODEL_bda1c422c31a400abab7180489c6827a", "value": "README.md: 100%" } }, "7de02d7843554276ad002c048a27c0d0": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_c7ea3a7037814db68f2e49efc250dc53", "max": 519, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_314fc72dcdde4fe0b9b59439f0008a3d", "value": 519 } }, "96cfbd5b4f314ea4841878182a7efe76": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_48e085b16ef14d99b042debed39dcb6c", "placeholder": "​", "style": "IPY_MODEL_54a8a8e37c3d49158c65380451eb8712", "value": " 519/519 [00:00<00:00, 60.4kB/s]" } }, "562d09896c604940922612e0e07f9c65": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "6f4bfaeacaa94fe9a5e6183255c23610": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "bda1c422c31a400abab7180489c6827a": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "c7ea3a7037814db68f2e49efc250dc53": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "314fc72dcdde4fe0b9b59439f0008a3d": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "48e085b16ef14d99b042debed39dcb6c": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "54a8a8e37c3d49158c65380451eb8712": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "9a6f19b03be84e5aa83b969363d08266": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_81f70c633bc4400e8a87c1cba5c878cb", "IPY_MODEL_4384402858074f76a55cc80ff7ea31f4", "IPY_MODEL_8fc9de0fd3964947a7f98a091b81d4a2" ], "layout": "IPY_MODEL_8c1a59d63151455e8d6008943028bfed" } }, "81f70c633bc4400e8a87c1cba5c878cb": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_ac2d18a0024d4f9292e96f5b2ffc454d", "placeholder": "​", "style": "IPY_MODEL_b855d3442a164d599f2e7462f153fa95", "value": "data/train-00000-of-00001.parquet: 100%" } }, "4384402858074f76a55cc80ff7ea31f4": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_4e5d2c84e7b2409bbb1d45e6d4130821", "max": 343805431, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_9f3d00003e14495e8a4fb3cfb563e13e", "value": 343805431 } }, "8fc9de0fd3964947a7f98a091b81d4a2": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_7fe02defa2cb4928ae9fbd155c02caee", "placeholder": "​", "style": "IPY_MODEL_5762804fcc6a477dbaaff1622e67752d", "value": " 344M/344M [00:05<00:00, 65.2MB/s]" } }, "8c1a59d63151455e8d6008943028bfed": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "ac2d18a0024d4f9292e96f5b2ffc454d": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "b855d3442a164d599f2e7462f153fa95": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "4e5d2c84e7b2409bbb1d45e6d4130821": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "9f3d00003e14495e8a4fb3cfb563e13e": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "7fe02defa2cb4928ae9fbd155c02caee": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "5762804fcc6a477dbaaff1622e67752d": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "44475c29f3e74859a22b79e426cbff03": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_a1d0d7eed4b349e69421762f608a2da0", "IPY_MODEL_5955b2caad154badb366ab1dc729bf85", "IPY_MODEL_3203efbc3d4b4195abe86d53b48b8b77" ], "layout": "IPY_MODEL_e220f3b014f946fa9751a4d39ed0303c" } }, "a1d0d7eed4b349e69421762f608a2da0": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_beda7d7f24cb413ebcdb42f238dc89bd", "placeholder": "​", "style": "IPY_MODEL_ec5e1b08549d47ca99a7857a97b94022", "value": "data/test-00000-of-00001.parquet: 100%" } }, "5955b2caad154badb366ab1dc729bf85": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_1355eb5a553a4f87b4a5a6dda9b1160c", "max": 38205016, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_67fc62df6f6a411c96cb8769f241a810", "value": 38205016 } }, "3203efbc3d4b4195abe86d53b48b8b77": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_1a2dd7eb1fc94f49b65c10b677b26684", "placeholder": "​", "style": "IPY_MODEL_60936221bc13459c8adefcc141ac7165", "value": " 38.2M/38.2M [00:00<00:00, 191MB/s]" } }, "e220f3b014f946fa9751a4d39ed0303c": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "beda7d7f24cb413ebcdb42f238dc89bd": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "ec5e1b08549d47ca99a7857a97b94022": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "1355eb5a553a4f87b4a5a6dda9b1160c": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "67fc62df6f6a411c96cb8769f241a810": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "1a2dd7eb1fc94f49b65c10b677b26684": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "60936221bc13459c8adefcc141ac7165": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "079918351e0f463bba0cc030663acffc": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_fa068bcbf12a4f9b8d92f0dad7ee4c71", "IPY_MODEL_20ded9b9c93a4e07a946e13bbb68062d", "IPY_MODEL_8845926888a448f98a2d32eddfb9f710" ], "layout": "IPY_MODEL_a2c4067b539d42a0ab8a71a2ec05742f" } }, "fa068bcbf12a4f9b8d92f0dad7ee4c71": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_d212975985c24093951238bf6b32f85b", "placeholder": "​", "style": "IPY_MODEL_3f674fdc9dbc421386f653c880926d96", "value": "Generating train split: 100%" } }, "20ded9b9c93a4e07a946e13bbb68062d": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_29d34168eb7c408486892b2b17f279b9", "max": 68686, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_00bb9e9c8b124008af2a01ed6ca53b13", "value": 68686 } }, "8845926888a448f98a2d32eddfb9f710": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_08279df17aad4a6080e6fe784d5b9e81", "placeholder": "​", "style": "IPY_MODEL_aaa881bedb974089931e8eee3b193769", "value": " 68686/68686 [00:00<00:00, 124063.71 examples/s]" } }, "a2c4067b539d42a0ab8a71a2ec05742f": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "d212975985c24093951238bf6b32f85b": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "3f674fdc9dbc421386f653c880926d96": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "29d34168eb7c408486892b2b17f279b9": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "00bb9e9c8b124008af2a01ed6ca53b13": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "08279df17aad4a6080e6fe784d5b9e81": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "aaa881bedb974089931e8eee3b193769": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "e89e685da18542fca578ff9bd9aaa8cb": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_56e57386c76b437c8e523405dbc74d89", "IPY_MODEL_cebedffd8b49445e9721acaa3301d4ea", "IPY_MODEL_f59d8fb192174fce8983987a2a299e77" ], "layout": "IPY_MODEL_3aaf75c2b9754b6298cdf346d51a4516" } }, "56e57386c76b437c8e523405dbc74d89": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_01baf8e6d6b944529659448e08efe79c", "placeholder": "​", "style": "IPY_MODEL_0403261c40634c8daac850bd575fc966", "value": "Generating test split: 100%" } }, "cebedffd8b49445e9721acaa3301d4ea": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_8e8c01da153245c8b4e942dae53e2dd2", "max": 7632, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_0bf222211e5a4e9cba517790a6089144", "value": 7632 } }, "f59d8fb192174fce8983987a2a299e77": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_26a7d1ec9dda441f9b1f99052b082422", "placeholder": "​", "style": "IPY_MODEL_b5eb5d5fe03543ac9327188d0311bcda", "value": " 7632/7632 [00:00<00:00, 138348.46 examples/s]" } }, "3aaf75c2b9754b6298cdf346d51a4516": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "01baf8e6d6b944529659448e08efe79c": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "0403261c40634c8daac850bd575fc966": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "8e8c01da153245c8b4e942dae53e2dd2": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "0bf222211e5a4e9cba517790a6089144": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "26a7d1ec9dda441f9b1f99052b082422": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "b5eb5d5fe03543ac9327188d0311bcda": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "state": {} } } }, "nbformat": 4, "nbformat_minor": 0 }