diff --git "a/notebooks/01_Qwen2-0.5B_Unsloth.ipynb" "b/notebooks/01_Qwen2-0.5B_Unsloth.ipynb" deleted file mode 100644--- "a/notebooks/01_Qwen2-0.5B_Unsloth.ipynb" +++ /dev/null @@ -1,5072 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "8fe0634c-c88a-4c89-b956-1f4247c2d503", - "showTitle": false, - "title": "" - } - }, - "outputs": [], - "source": [ - "%load_ext autoreload\n", - "%autoreload 2" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "e2fc659d-8a38-4a94-bf3c-81b2778c780a", - "showTitle": false, - "title": "" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "workding dir: /home/inflaton/code/projects/courses/novel-translation\n" - ] - } - ], - "source": [ - "import os\n", - "import sys\n", - "from pathlib import Path\n", - "\n", - "workding_dir = str(Path.cwd().parent)\n", - "os.chdir(workding_dir)\n", - "sys.path.append(workding_dir)\n", - "print(\"workding dir:\", workding_dir)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "6601e3ff-e856-4353-98d8-42fcb158f230", - "showTitle": false, - "title": "" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "loading env vars from: /home/inflaton/code/projects/courses/novel-translation/.env\n" - ] - }, - { - "data": { - "text/plain": [ - "True" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "from dotenv import find_dotenv, load_dotenv\n", - "\n", - "found_dotenv = find_dotenv(\".env\")\n", - "\n", - "if len(found_dotenv) == 0:\n", - " found_dotenv = find_dotenv(\".env.example\")\n", - "print(f\"loading env vars from: {found_dotenv}\")\n", - "load_dotenv(found_dotenv, override=True)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "f30d283f-4759-403b-8cc4-94e360a76c04", - "showTitle": false, - "title": "" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "('unsloth/Qwen2-0.5B-Instruct',\n", - " True,\n", - " 'models/Qwen2-0.5B-Instruct-MAC-',\n", - " 'Qwen2-0.5B-Instruct-MAC-',\n", - " 2048,\n", - " 10,\n", - " None,\n", - " 'datasets/mac/mac.tsv')" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import os\n", - "\n", - "model_name = os.getenv(\"MODEL_NAME\")\n", - "token = os.getenv(\"HF_TOKEN\") or None\n", - "load_in_4bit = os.getenv(\"LOAD_IN_4BIT\") == \"true\"\n", - "local_model = os.getenv(\"LOCAL_MODEL\")\n", - "hub_model = os.getenv(\"HUB_MODEL\")\n", - "num_train_epochs = int(os.getenv(\"NUM_TRAIN_EPOCHS\") or 0)\n", - "data_path = os.getenv(\"DATA_PATH\")\n", - "\n", - "max_seq_length = 2048 # Choose any! We auto support RoPE Scaling internally!\n", - "dtype = (\n", - " None # None for auto detection. Float16 for Tesla T4, V100, Bfloat16 for Ampere+\n", - ")\n", - "\n", - "model_name, load_in_4bit, local_model, hub_model, max_seq_length, num_train_epochs, dtype, data_path" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "6f80b3a1-a6e6-43c7-b54f-da10ef37df32", - "showTitle": false, - "title": "" - }, - "id": "r2v_X2fA0Df5" - }, - "source": [ - "* We support Llama, Mistral, Phi-3, Gemma, Yi, DeepSeek, Qwen, TinyLlama, Vicuna, Open Hermes etc\n", - "* We support 16bit LoRA or 4bit QLoRA. Both 2x faster.\n", - "* `max_seq_length` can be set to anything, since we do automatic RoPE Scaling via [kaiokendev's](https://kaiokendev.github.io/til) method.\n", - "* With [PR 26037](https://github.com/huggingface/transformers/pull/26037), we support downloading 4bit models **4x faster**! [Our repo](https://huggingface.co/unsloth) has Llama, Mistral 4bit models.\n", - "* [**NEW**] We make Phi-3 Medium / Mini **2x faster**! See our [Phi-3 Medium notebook](https://colab.research.google.com/drive/1hhdhBa1j_hsymiW9m-WzxQtgqTH_NHqi?usp=sharing)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "9df0e65d-07a4-4d5e-8848-c41872280e6f", - "showTitle": false, - "title": "" - }, - "colab": { - "base_uri": "https://localhost:8080/", - "height": 353, - "referenced_widgets": [ - "98c58f23f4d549518832cb2d18f796e8", - "09b76013aa9e45efb6deb23a7a0d0925", - "39b29a75374b45c0a22506010be2b84e", - "78e5400bff924a92a4cc61c4ff18b182", - "2a58d04b428c46f4b3dbadd3bc6cd529", - "dea41c5260884aa6879b5e1d1697b14f", - "89965917796a4f81b899fdc7685f33df", - "30cdc32298134cb0be4d41615b9e5774", - "47928317548c454bba6358ab132e8dee", - "b9b313fd861948f5aba25b24b1518d30", - "4c666f4ace3943f8b80ecd20e7503236", - "c22f71b1f85843209d7e5321506b9cb9", - "1f44c9ce1adf470cbb19784493ed209f", - "f1addc4479d849879e743cf9089e6540", - "8b3505352a5a42bf910428c40ce40465", - "4c4c88d4c701450692fa0f6b0c5764b0", - "0c34be936c8145d3ab41282f30a70713", - "0a92c56bfa134ef583220d7ef0b13e17", - "43dec2ede91341f5af60eb522e18e984", - "d8e5318cead340c4adbeaccc05d39225", - "49277aeeac16434a865a4d12308b1abc", - "2157f01726d748f8a9ae4a00664430da", - "fce7a61c25ec4390af43d92b7c473a45", - "30307300bc4e4baf96560e30969a82b6", - "8fc142b628fb40568730234de1cafde2", - "a8464a4c711e4e00aafdfc919b60d07e", - "5f40db8173dd4d76b6ef5ed6d9ec8b6e", - "e36a3f9eff0e4cf68834d66b0213ae96", - "a0037bdccf254159becde630bee3d1db", - "4ae7e449e4ea4c729b5f34607c18ebae", - "3572201bd4d74a58b7a665f9bdfdcdba", - "fb995c740590427b882572c81d4e848c", - "201b59ccd9f845e197029b57e424aefc", - "cf245afeb1c04f29a24d291608c3d157", - "b518dcee69074b87be73957cd810e7ed", - "e29104486d594b2992d7285e0ef77371", - "6578fd7acdb54c4c93528ea431fd0144", - "d35db8148a354c56aaac56dbae22536f", - "d891f8d0b1fc462f8008d02bb2a15692", - "cced8fd7e998472794f3f3e3018956a5", - "a9f0cc51fc3d4d7b874c32dcf1c5bdf2", - "2f6c70dd266c4816bfad3fd3d192929a", - "370692d819df41828b48c4ad446f977b", - "a0bf9160eb2647409b3200270914b90f", - "2d18ddf6482c4d97829ac0e5a7b9868f", - "9f679ad3ec7f4fe8ad0510ffb57bc2ab", - "f2df530d22c74977b249dd9fb5f4829b", - "89b2ef0dbfea47ab8e6f8d659e3351d1", - "3056b148aa9f4e6e8aa3b61d26886255", - "4ea63adfce694725bdba878aef709dd3", - "74501720ac7e4dbb911a4a99b3633bc6", - "21db8a77b00d4a4e82fdfa608657531f", - "6dbbedeca9314e66ae50e44ffa31a414", - "b8908fa0df3743ecb9d12983a739104f", - "177c78fce95d4b4ab33057c5a048d693", - "27155728b6b84cb199c91c940095d0a8", - "6b91feeed5464877991ac2c207aebe7c", - "cca8113c54c0495daedce1327bf9c68b", - "2e63a29e2f7247bba5beede9a568c99f", - "5c9d781c28944f3eb86e2a6d44efdf18", - "4b2061b8a73c43ffb0c2f83daf0d0183", - "69ac12aec0714318bf2c83d4f4e745f5", - "e02f9b7849c64531835eb77b860d1c93", - "56aee4853b7740e6a977254f5d1fa66d", - "b993eaec6b224440bf80c0958c6fb536", - "de868e26e7154f62aa86223a539ad421" - ] - }, - "id": "QmUBVEnvCDJv", - "outputId": "a0e2d781-4934-415a-90b4-35165b9e44c5" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "🦥 Unsloth: Will patch your computer to enable 2x faster free finetuning.\n", - "==((====))== Unsloth: Fast Qwen2 patching release 2024.5\n", - " \\\\ /| GPU: NVIDIA GeForce RTX 4080 Laptop GPU. Max memory: 11.994 GB. Platform = Linux.\n", - "O^O/ \\_/ \\ Pytorch: 2.2.2+cu121. CUDA = 8.9. CUDA Toolkit = 12.1.\n", - "\\ / Bfloat16 = TRUE. Xformers = 0.0.25.post1. FA = False.\n", - " \"-____-\" Free Apache license: http://github.com/unslothai/unsloth\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.\n", - "Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: user 10.6 s, sys: 2.07 s, total: 12.6 s\n", - "Wall time: 51.9 s\n" - ] - } - ], - "source": [ - "%%time\n", - "\n", - "from llm_toolkit.translation_engine import *\n", - "\n", - "model, tokenizer = load_model(model_name, load_in_4bit)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "adfadd0f-8c01-4f67-b643-cff930c1ce00", - "showTitle": false, - "title": "" - }, - "id": "SXd9bTZd1aaL" - }, - "source": [ - "We now add LoRA adapters so we only need to update 1 to 10% of all parameters!" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "2cd85242-237f-4cca-a706-b7664ec9d3e5", - "showTitle": false, - "title": "" - }, - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "6bZsfBuZDeCL", - "outputId": "bc6d9ce7-f82a-4191-d0c5-ec8247d9b9eb" - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Unsloth 2024.5 patched 24 layers with 0 QKV layers, 24 O layers and 24 MLP layers.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: user 9.31 s, sys: 0 ns, total: 9.31 s\n", - "Wall time: 2.12 s\n" - ] - } - ], - "source": [ - "%%time\n", - "\n", - "model = FastLanguageModel.get_peft_model(\n", - " model,\n", - " r=16, # Choose any number > 0 ! Suggested 8, 16, 32, 64, 128\n", - " target_modules=[\n", - " \"q_proj\",\n", - " \"k_proj\",\n", - " \"v_proj\",\n", - " \"o_proj\",\n", - " \"gate_proj\",\n", - " \"up_proj\",\n", - " \"down_proj\",\n", - " ],\n", - " lora_alpha=16,\n", - " lora_dropout=0, # Supports any, but = 0 is optimized\n", - " bias=\"none\", # Supports any, but = \"none\" is optimized\n", - " # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n", - " use_gradient_checkpointing=\"unsloth\", # True or \"unsloth\" for very long context\n", - " random_state=3407,\n", - " use_rslora=False, # We support rank stabilized LoRA\n", - " loftq_config=None, # And LoftQ\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "2c3fdf26-130f-4ce7-9c51-d62e1ce17629", - "showTitle": false, - "title": "" - }, - "id": "vITh0KVJ10qX" - }, - "source": [ - "\n", - "### Data Prep\n", - "We now use the Alpaca dataset from [yahma](https://huggingface.co/datasets/yahma/alpaca-cleaned), which is a filtered version of 52K of the original [Alpaca dataset](https://crfm.stanford.edu/2023/03/13/alpaca.html). You can replace this code section with your own data prep.\n", - "\n", - "**[NOTE]** To train only on completions (ignoring the user's input) read TRL's docs [here](https://huggingface.co/docs/trl/sft_trainer#train-on-completions-only).\n", - "\n", - "**[NOTE]** Remember to add the **EOS_TOKEN** to the tokenized output!! Otherwise you'll get infinite generations!\n", - "\n", - "If you want to use the `llama-3` template for ShareGPT datasets, try our conversational [notebook](https://colab.research.google.com/drive/1XamvWYinY6FOSX9GLvnqSjjsNflxdhNc?usp=sharing).\n", - "\n", - "For text completions like novel writing, try this [notebook](https://colab.research.google.com/drive/1ef-tab5bhkvWmBOObepl1WgJvfvSzn5Q?usp=sharing)." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "a378fd31-1620-42bc-b97a-82f4ffbdcb11", - "showTitle": false, - "title": "" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "loading train/test data files\n", - "DatasetDict({\n", - " train: Dataset({\n", - " features: ['chinese', 'english', 'text', 'prompt'],\n", - " num_rows: 4528\n", - " })\n", - " test: Dataset({\n", - " features: ['chinese', 'english', 'text', 'prompt'],\n", - " num_rows: 1133\n", - " })\n", - "})\n" - ] - } - ], - "source": [ - "import os\n", - "from llm_toolkit.translation_engine import *\n", - "\n", - "datasets = load_translation_dataset(data_path, tokenizer)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "6ac9ac82-aaf3-482b-8cdb-8eab19fde5ae", - "showTitle": false, - "title": "" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "({'chinese': '全仗着狐仙搭救。',\n", - " 'english': 'Because I was protected by a fox fairy.',\n", - " 'text': '<|im_start|>system\\nYou are an expert in translating Chinese into English.<|im_end|>\\n<|im_start|>user\\nTranslate from Chinese to English.\\n全仗着狐仙搭救。<|im_end|>\\n<|im_start|>assistant\\nBecause I was protected by a fox fairy.<|im_end|>',\n", - " 'prompt': '<|im_start|>system\\nYou are an expert in translating Chinese into English.<|im_end|>\\n<|im_start|>user\\nTranslate from Chinese to English.\\n全仗着狐仙搭救。<|im_end|>\\n<|im_start|>assistant\\n'},\n", - " {'chinese': '老耿端起枪，眯缝起一只三角眼，一搂扳机响了枪，冰雹般的金麻雀劈哩啪啦往下落，铁砂子在柳枝间飞迸着，嚓嚓有声。',\n", - " 'english': 'Old Geng picked up his shotgun, squinted, and pulled the trigger. Two sparrows crashed to the ground like hailstones as shotgun pellets tore noisily through the branches.',\n", - " 'text': '<|im_start|>system\\nYou are an expert in translating Chinese into English.<|im_end|>\\n<|im_start|>user\\nTranslate from Chinese to English.\\n老耿端起枪，眯缝起一只三角眼，一搂扳机响了枪，冰雹般的金麻雀劈哩啪啦往下落，铁砂子在柳枝间飞迸着，嚓嚓有声。<|im_end|>\\n<|im_start|>assistant\\nOld Geng picked up his shotgun, squinted, and pulled the trigger. Two sparrows crashed to the ground like hailstones as shotgun pellets tore noisily through the branches.<|im_end|>',\n", - " 'prompt': '<|im_start|>system\\nYou are an expert in translating Chinese into English.<|im_end|>\\n<|im_start|>user\\nTranslate from Chinese to English.\\n老耿端起枪，眯缝起一只三角眼，一搂扳机响了枪，冰雹般的金麻雀劈哩啪啦往下落，铁砂子在柳枝间飞迸着，嚓嚓有声。<|im_end|>\\n<|im_start|>assistant\\n'})" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "datasets[\"train\"][0], datasets[\"test\"][0]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "87f73aab-12df-4e4e-b758-ee055e17ed58", - "showTitle": false, - "title": "" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "({'chinese': '周瑞家的道：“太太说：‘他们原不是一家子； 当年他们的祖和太老爷在一处做官，因连了宗的。',\n", - " 'english': \"'She said they don't really belong to the family but were adopted into the clan years ago when your grandfather and theirs were working in the same office.\",\n", - " 'text': \"<|im_start|>system\\nYou are an expert in translating Chinese into English.<|im_end|>\\n<|im_start|>user\\nTranslate from Chinese to English.\\n周瑞家的道：“太太说：‘他们原不是一家子； 当年他们的祖和太老爷在一处做官，因连了宗的。<|im_end|>\\n<|im_start|>assistant\\n'She said they don't really belong to the family but were adopted into the clan years ago when your grandfather and theirs were working in the same office.<|im_end|>\",\n", - " 'prompt': '<|im_start|>system\\nYou are an expert in translating Chinese into English.<|im_end|>\\n<|im_start|>user\\nTranslate from Chinese to English.\\n周瑞家的道：“太太说：‘他们原不是一家子； 当年他们的祖和太老爷在一处做官，因连了宗的。<|im_end|>\\n<|im_start|>assistant\\n'},\n", - " {'chinese': '“听到了吗？',\n", - " 'english': \"'Did you hear that?'\",\n", - " 'text': \"<|im_start|>system\\nYou are an expert in translating Chinese into English.<|im_end|>\\n<|im_start|>user\\nTranslate from Chinese to English.\\n“听到了吗？<|im_end|>\\n<|im_start|>assistant\\n'Did you hear that?'<|im_end|>\",\n", - " 'prompt': '<|im_start|>system\\nYou are an expert in translating Chinese into English.<|im_end|>\\n<|im_start|>user\\nTranslate from Chinese to English.\\n“听到了吗？<|im_end|>\\n<|im_start|>assistant\\n'})" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "datasets[\"train\"][1000], datasets[\"test\"][1000]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "dd425707-88cc-43db-8bc0-e858c8084e16", - "showTitle": false, - "title": "" - }, - "colab": { - "base_uri": "https://localhost:8080/", - "height": 145, - "referenced_widgets": [ - "26e4202cca81496a90d15a0dd4ca9cf1", - "ba90fdb8822d47dab7ba203bee297f37", - "61560ff6a36b44f4a9dfdae5c52791d4", - "95fbe66647904c06a20f640630d6dc0e", - "57182a263d324a3dbf1471c74290a0d5", - "0f8b6bfe16894500838793f2491d403f", - "bb19f6c747754682a514373a3a0535ba", - "db19fc8d37db4e45a5790a876836d8c4", - "36166c7bcb854b34aca1f41a5d6ea50b", - "b0a370dc20654b279b9680692e34418e", - "cfeb365ddf7548d58b2557f22737fcf5", - "73e352a3404f4c7dad0737f57d29e92f", - "988a0e8c1f89446086858da0a891a79c", - "4ccedf0d93094e63b57a0f8a434fba06", - "6b2012c3f88547af8884a9ea90e3164b", - "7e29cb8dd4df4d5b94407cd8fd3f2011", - "ad2be500fc164c0f86f33e914ef8e6a0", - "5234566b1bfc4655b8d582ea5b46ed9f", - "4463edd481c1467f914c7dcd6c6e6ffc", - "6d3b9a05db0b4dadb638c686faa0c40a", - "938f45f1b3e24118b815d96ae34ba86a", - "9367047a800747f79c6b225d92397846", - "d1b47d39450d4019ae85c9b2f943eeaf", - "4dcf6ff672d24983a1877a8431709aa9", - "7975adbc2ec5489ea7fa0167e620d85c", - "71ce208e20d6483abb9ed923510c86d7", - "cfe8cae0e22b495bafa221a63d13b283", - "5807d5fb827d490fb3bc698f801ffff5", - "c4f2b06a82fd4987b8b659524a7b503b", - "6e34619b45934040b6092e6fb01ea7fe", - "271ddaa553a042d09b6db7b450643d8f", - "d69dc491b3ab44d7852b21873ed7bb7f", - "f401d53bf28e44eb906bce6c05412662", - "daf4cd890b35422683d22fd30bc71e83", - "b0240cd9a4554b29ae11f8051984a1c6", - "bc883d4cf13e4f8b8a4fe5f410cb6efd", - "99fdbb0300c14c139d1937c646f0cfe7", - "c161d94df0f04feba9542237e0856c22", - "edaf890370314a218f138015faa0b05d", - "697f027529b54ee9956bae78a11e0611", - "e9159e03e61f4f56978ece9c3bca49b2", - "810ff6c0e17d4fa09a30fef27eacff90", - "7358cdad832342c983e31efb8754ab78", - "e9adf418296e436fb48bb9f78885598b" - ] - }, - "id": "LjY75GoYUCB8", - "outputId": "7e2045fb-9ce9-49b1-b6e7-d5c9bc92455c" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "<|im_start|>system\n", - "You are an expert in translating Chinese into English.<|im_end|>\n", - "<|im_start|>user\n", - "Translate from Chinese to English.\n", - "“听到了吗？<|im_end|>\n", - "<|im_start|>assistant\n", - "\n", - "----------------------------------------\n", - "<|im_start|>system\n", - "You are an expert in translating Chinese into English.<|im_end|>\n", - "<|im_start|>user\n", - "Translate from Chinese to English.\n", - "“听到了吗？<|im_end|>\n", - "<|im_start|>assistant\n", - "Did you hear it?<|im_end|>\n", - "CPU times: user 1.62 s, sys: 160 ms, total: 1.78 s\n", - "Wall time: 1.8 s\n" - ] - } - ], - "source": [ - "%%time\n", - "\n", - "prompt1 = datasets[\"test\"][\"prompt\"][1000]\n", - "print(prompt1)\n", - "print(\"--\" * 20)\n", - "test_model(model, tokenizer, prompt1)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "53cc91a1-1623-4197-bf82-78cdadad933e", - "showTitle": false, - "title": "" - }, - "id": "idAEIeSQ3xdS" - }, - "source": [ - "\n", - "### Train the model\n", - "Now let's use Huggingface TRL's `SFTTrainer`! More docs here: [TRL SFT docs](https://huggingface.co/docs/trl/sft_trainer). 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 TRL's `DPOTrainer`!" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "f1053974-9253-4d4d-a172-1f5fea046745", - "showTitle": false, - "title": "" - }, - "colab": { - "base_uri": "https://localhost:8080/", - "height": 122, - "referenced_widgets": [ - "3cf2dd993b5e4d3daecf61e4bab5a404", - "087b76a8b7514269b1f0ab29b062e444", - "35b0e8c26d6640e9bd0ed7b242a423d8", - "54ad89e05fd74576b9b8b5b5a10eaf8d", - "a41dc44766444a998bec2d777f249d23", - "a069d2ab23824f29aa320ac256e2cfe9", - "06e806c82c7b4cbea31c5358dd9c3434", - "2e5087c76f98437cb5dc729230358cba", - "036fc5746f43416db18c19ad8fd36677", - "fdb1941405ed4e4aa06019933892deb3", - "668d5377ca56426a99753867e6e24862" - ] - }, - "id": "95_Nn-89DhsL", - "outputId": "bce9db22-b022-4e43-de3f-c7ea4c9c3c4e" - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c9df9c466cc24f5e8715c02eb6764c3c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Map (num_proc=2): 0%| | 0/4528 [00:00\n", - " \n", - " \n", - " [5660/5660 1:02:58, Epoch 10/10]\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
1002.137700
2002.001500
3001.938200
4001.935400
5001.899800
6001.819500
7001.689600
8001.737300
9001.665900
10001.664600
11001.723000
12001.520200
13001.381000
14001.423000
15001.419400
16001.436500
17001.401500
18001.119500
19001.130700
20001.139100
21001.120000
22001.166200
23001.062000
24000.858400
25000.846800
26000.892000
27000.887700
28000.907300
29000.728300
30000.644400
31000.652400
32000.683000
33000.673200
34000.670000
35000.460900
36000.487600
37000.501000
38000.491400
39000.501700
40000.452200
41000.352000
42000.368500
43000.368500
44000.360600
45000.374900
46000.294500
47000.270000
48000.270800
49000.285300
50000.282200
51000.285100
52000.216900
53000.228700
54000.223900
55000.226100
56000.229100

" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "trainer_stats = trainer.train()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "ee4dfe12-ac7d-4af0-b8ee-9a3361eb9a48", - "showTitle": false, - "title": "" - }, - "cellView": "form", - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "pCqnaKmlO1U9", - "outputId": "98f78253-86cf-4673-ff2b-923460c2b3fd" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3779.1598 seconds used for training.\n", - "62.99 minutes used for training.\n", - "Peak reserved memory = 1.855 GB.\n", - "Peak reserved memory for training = 0.656 GB.\n", - "Peak reserved memory % of max memory = 15.466 %.\n", - "Peak reserved memory for training % of max memory = 5.469 %.\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": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "4de3b67e-eeda-4c45-9472-35f105b4c30e", - "showTitle": false, - "title": "" - } - }, - "source": [ - "\n", - "### Inference\n", - "Let's run the model! You can change the instruction and input - leave the output blank!" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "12c0141c-6a60-4fcd-a285-27eb59aa002b", - "showTitle": false, - "title": "" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "<|im_start|>system\n", - "You are an expert in translating Chinese into English.<|im_end|>\n", - "<|im_start|>user\n", - "Translate from Chinese to English.\n", - "老耿端起枪，眯缝起一只三角眼，一搂扳机响了枪，冰雹般的金麻雀劈哩啪啦往下落，铁砂子在柳枝间飞迸着，嚓嚓有声。<|im_end|>\n", - "<|im_start|>assistant\n", - "\n", - "----------------------------------------\n", - "<|im_start|>system\n", - "You are an expert in translating Chinese into English.<|im_end|>\n", - "<|im_start|>user\n", - "Translate from Chinese to English.\n", - "老耿端起枪，眯缝起一只三角眼，一搂扳机响了枪，冰雹般的金麻雀劈哩啪啦往下落，铁砂子在柳枝间飞迸着，嚓嚓有声。<|im_end|>\n", - "<|im_start|>assistant\n", - "Old Geng lifted his gun and squinted over his shoulder, because the pistol started firing.<|im_end|>\n", - "CPU times: user 1.71 s, sys: 161 ms, total: 1.87 s\n", - "Wall time: 1.86 s\n" - ] - } - ], - "source": [ - "%%time\n", - "\n", - "prompt1 = datasets[\"test\"][\"prompt\"][0]\n", - "print(prompt1)\n", - "print(\"--\" * 20)\n", - "test_model(model, tokenizer, prompt1)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "1ea3d5bc-314e-4c80-9419-bb5dfdd0172a", - "showTitle": false, - "title": "" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Old Geng picked up his shotgun, squinted, and pulled the trigger. Two sparrows crashed to the ground like hailstones as shotgun pellets tore noisily through the branches.\n" - ] - } - ], - "source": [ - "print(datasets[\"test\"][\"english\"][0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "f620a94b-4106-4cc9-a2cd-10ddc5f53b7a", - "showTitle": false, - "title": "" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 1133/1133 [26:28<00:00, 1.40s/it]" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: user 23min 55s, sys: 2min 33s, total: 26min 28s\n", - "Wall time: 26min 28s\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" - ] - } - ], - "source": [ - "%%time\n", - "\n", - "predictions = eval_model(model, tokenizer, datasets[\"test\"])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "a4da8fd3-c055-429b-812f-0988fb7cd228", - "showTitle": false, - "title": "" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "{'accuracy': 0.00088261253309797,\n", - " 'correct_ids': [147],\n", - " 'bleu_scores': {'bleu': 0.06508609399238363,\n", - " 'precisions': [0.3407579117113485,\n", - " 0.09377291935878182,\n", - " 0.03598822203642444,\n", - " 0.01652015762352228],\n", - " 'brevity_penalty': 0.9858565320713017,\n", - " 'length_ratio': 0.9859556144418682,\n", - " 'translation_length': 29766,\n", - " 'reference_length': 30190},\n", - " 'rouge_scores': {'rouge1': 0.32340459562777546,\n", - " 'rouge2': 0.11259712507132531,\n", - " 'rougeL': 0.2671219091010598,\n", - " 'rougeLsum': 0.2670685844265569}}" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "calc_metrics(datasets[\"test\"][\"english\"], predictions, debug=True)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "application/vnd.databricks.v1+cell": { - "cellMetadata": {}, - "inputWidgets": {}, - "nuid": "c65f8c79-a8fe-4256-9a9d-2451ee7164ba", - "showTitle": false, - "title": "" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " chinese \\\n", - "0 老耿端起枪，眯缝起一只三角眼，一搂扳机响了枪，冰雹般的金麻雀劈哩啪啦往下落，铁砂子在柳枝间飞... \n", - "\n", - " english \\\n", - "0 Old Geng picked up his shotgun, squinted, and ... \n", - "\n", - " unsloth/Qwen2-0.5B-Instruct(finetuned) \n", - "0 Old Geng lifted his rifle and narrowed his eye... \n" - ] - } - ], - "source": [ - "from llm_toolkit.translation_engine import save_results\n", - "\n", - "save_results(model_name + \"(finetuned)\", \"results/mac-results.tsv\", datasets[\"test\"], predictions, debug=True)" - ] - } - ], - "metadata": { - "accelerator": "GPU", - "application/vnd.databricks.v1+notebook": { - "dashboards": [], - "environmentMetadata": null, - "language": "python", - "notebookMetadata": {}, - "notebookName": "05_MAC_+_Qwen2-0.5B_Unsloth_train", - "widgets": {} - }, - "colab": { - "gpuType": "T4", - "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": "3.11.9" - }, - "widgets": { - "application/vnd.jupyter.widget-state+json": { - "036fc5746f43416db18c19ad8fd36677": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", - "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": "" - } - }, - "06e806c82c7b4cbea31c5358dd9c3434": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "087b76a8b7514269b1f0ab29b062e444": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_a069d2ab23824f29aa320ac256e2cfe9", - "placeholder": "​", - "style": "IPY_MODEL_06e806c82c7b4cbea31c5358dd9c3434", - "value": "Map (num_proc=2): 100%" - } - }, - "09b76013aa9e45efb6deb23a7a0d0925": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_dea41c5260884aa6879b5e1d1697b14f", - "placeholder": "​", - "style": "IPY_MODEL_89965917796a4f81b899fdc7685f33df", - "value": "config.json: 100%" - } - }, - "0a92c56bfa134ef583220d7ef0b13e17": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "0c34be936c8145d3ab41282f30a70713": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "0f8b6bfe16894500838793f2491d403f": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "177c78fce95d4b4ab33057c5a048d693": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "1f44c9ce1adf470cbb19784493ed209f": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_0c34be936c8145d3ab41282f30a70713", - "placeholder": "​", - "style": "IPY_MODEL_0a92c56bfa134ef583220d7ef0b13e17", - "value": "model.safetensors: 100%" - } - }, - "201b59ccd9f845e197029b57e424aefc": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "2157f01726d748f8a9ae4a00664430da": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "21db8a77b00d4a4e82fdfa608657531f": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "26e4202cca81496a90d15a0dd4ca9cf1": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HBoxModel", - "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_ba90fdb8822d47dab7ba203bee297f37", - "IPY_MODEL_61560ff6a36b44f4a9dfdae5c52791d4", - "IPY_MODEL_95fbe66647904c06a20f640630d6dc0e" - ], - "layout": "IPY_MODEL_57182a263d324a3dbf1471c74290a0d5" - } - }, - "27155728b6b84cb199c91c940095d0a8": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HBoxModel", - "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_6b91feeed5464877991ac2c207aebe7c", - "IPY_MODEL_cca8113c54c0495daedce1327bf9c68b", - "IPY_MODEL_2e63a29e2f7247bba5beede9a568c99f" - ], - "layout": "IPY_MODEL_5c9d781c28944f3eb86e2a6d44efdf18" - } - }, - "271ddaa553a042d09b6db7b450643d8f": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", - "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": "" - } - }, - "2a58d04b428c46f4b3dbadd3bc6cd529": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "2d18ddf6482c4d97829ac0e5a7b9868f": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HBoxModel", - "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_9f679ad3ec7f4fe8ad0510ffb57bc2ab", - "IPY_MODEL_f2df530d22c74977b249dd9fb5f4829b", - "IPY_MODEL_89b2ef0dbfea47ab8e6f8d659e3351d1" - ], - "layout": "IPY_MODEL_3056b148aa9f4e6e8aa3b61d26886255" - } - }, - "2e5087c76f98437cb5dc729230358cba": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "2e63a29e2f7247bba5beede9a568c99f": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_b993eaec6b224440bf80c0958c6fb536", - "placeholder": "​", - "style": "IPY_MODEL_de868e26e7154f62aa86223a539ad421", - "value": " 464/464 [00:00<00:00, 27.1kB/s]" - } - }, - "2f6c70dd266c4816bfad3fd3d192929a": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", - "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": "" - } - }, - "30307300bc4e4baf96560e30969a82b6": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_e36a3f9eff0e4cf68834d66b0213ae96", - "placeholder": "​", - "style": "IPY_MODEL_a0037bdccf254159becde630bee3d1db", - "value": "generation_config.json: 100%" - } - }, - "3056b148aa9f4e6e8aa3b61d26886255": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "30cdc32298134cb0be4d41615b9e5774": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "3572201bd4d74a58b7a665f9bdfdcdba": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", - "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": "" - } - }, - "35b0e8c26d6640e9bd0ed7b242a423d8": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "FloatProgressModel", - "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_2e5087c76f98437cb5dc729230358cba", - "max": 51760, - "min": 0, - "orientation": "horizontal", - "style": "IPY_MODEL_036fc5746f43416db18c19ad8fd36677", - "value": 51760 - } - }, - "36166c7bcb854b34aca1f41a5d6ea50b": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", - "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": "" - } - }, - "370692d819df41828b48c4ad446f977b": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "39b29a75374b45c0a22506010be2b84e": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "FloatProgressModel", - "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_30cdc32298134cb0be4d41615b9e5774", - "max": 1179, - "min": 0, - "orientation": "horizontal", - "style": "IPY_MODEL_47928317548c454bba6358ab132e8dee", - "value": 1179 - } - }, - "3cf2dd993b5e4d3daecf61e4bab5a404": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HBoxModel", - "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_087b76a8b7514269b1f0ab29b062e444", - "IPY_MODEL_35b0e8c26d6640e9bd0ed7b242a423d8", - "IPY_MODEL_54ad89e05fd74576b9b8b5b5a10eaf8d" - ], - "layout": "IPY_MODEL_a41dc44766444a998bec2d777f249d23" - } - }, - "43dec2ede91341f5af60eb522e18e984": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "4463edd481c1467f914c7dcd6c6e6ffc": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "47928317548c454bba6358ab132e8dee": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", - "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": "" - } - }, - "49277aeeac16434a865a4d12308b1abc": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "4ae7e449e4ea4c729b5f34607c18ebae": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "4b2061b8a73c43ffb0c2f83daf0d0183": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "4c4c88d4c701450692fa0f6b0c5764b0": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "4c666f4ace3943f8b80ecd20e7503236": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "4ccedf0d93094e63b57a0f8a434fba06": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "FloatProgressModel", - "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_4463edd481c1467f914c7dcd6c6e6ffc", - "max": 44307561, - "min": 0, - "orientation": "horizontal", - "style": "IPY_MODEL_6d3b9a05db0b4dadb638c686faa0c40a", - "value": 44307561 - } - }, - "4dcf6ff672d24983a1877a8431709aa9": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_5807d5fb827d490fb3bc698f801ffff5", - "placeholder": "​", - "style": "IPY_MODEL_c4f2b06a82fd4987b8b659524a7b503b", - "value": "Generating train split: 100%" - } - }, - "4ea63adfce694725bdba878aef709dd3": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "5234566b1bfc4655b8d582ea5b46ed9f": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "54ad89e05fd74576b9b8b5b5a10eaf8d": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_fdb1941405ed4e4aa06019933892deb3", - "placeholder": "​", - "style": "IPY_MODEL_668d5377ca56426a99753867e6e24862", - "value": " 51760/51760 [01:02<00:00, 1131.51 examples/s]" - } - }, - "56aee4853b7740e6a977254f5d1fa66d": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", - "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": "" - } - }, - "57182a263d324a3dbf1471c74290a0d5": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "5807d5fb827d490fb3bc698f801ffff5": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "5c9d781c28944f3eb86e2a6d44efdf18": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "5f40db8173dd4d76b6ef5ed6d9ec8b6e": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "61560ff6a36b44f4a9dfdae5c52791d4": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "FloatProgressModel", - "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_db19fc8d37db4e45a5790a876836d8c4", - "max": 11610, - "min": 0, - "orientation": "horizontal", - "style": "IPY_MODEL_36166c7bcb854b34aca1f41a5d6ea50b", - "value": 11610 - } - }, - "6578fd7acdb54c4c93528ea431fd0144": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_370692d819df41828b48c4ad446f977b", - "placeholder": "​", - "style": "IPY_MODEL_a0bf9160eb2647409b3200270914b90f", - "value": " 50.6k/50.6k [00:00<00:00, 2.71MB/s]" - } - }, - "668d5377ca56426a99753867e6e24862": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "697f027529b54ee9956bae78a11e0611": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "69ac12aec0714318bf2c83d4f4e745f5": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "6b2012c3f88547af8884a9ea90e3164b": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_938f45f1b3e24118b815d96ae34ba86a", - "placeholder": "​", - "style": "IPY_MODEL_9367047a800747f79c6b225d92397846", - "value": " 44.3M/44.3M [00:01<00:00, 31.0MB/s]" - } - }, - "6b91feeed5464877991ac2c207aebe7c": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_4b2061b8a73c43ffb0c2f83daf0d0183", - "placeholder": "​", - "style": "IPY_MODEL_69ac12aec0714318bf2c83d4f4e745f5", - "value": "special_tokens_map.json: 100%" - } - }, - "6d3b9a05db0b4dadb638c686faa0c40a": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", - "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": "" - } - }, - "6dbbedeca9314e66ae50e44ffa31a414": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", - "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": "" - } - }, - "6e34619b45934040b6092e6fb01ea7fe": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "71ce208e20d6483abb9ed923510c86d7": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_d69dc491b3ab44d7852b21873ed7bb7f", - "placeholder": "​", - "style": "IPY_MODEL_f401d53bf28e44eb906bce6c05412662", - "value": " 51760/51760 [00:01<00:00, 45512.81 examples/s]" - } - }, - "7358cdad832342c983e31efb8754ab78": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "73e352a3404f4c7dad0737f57d29e92f": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HBoxModel", - "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_988a0e8c1f89446086858da0a891a79c", - "IPY_MODEL_4ccedf0d93094e63b57a0f8a434fba06", - "IPY_MODEL_6b2012c3f88547af8884a9ea90e3164b" - ], - "layout": "IPY_MODEL_7e29cb8dd4df4d5b94407cd8fd3f2011" - } - }, - "74501720ac7e4dbb911a4a99b3633bc6": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "78e5400bff924a92a4cc61c4ff18b182": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_b9b313fd861948f5aba25b24b1518d30", - "placeholder": "​", - "style": "IPY_MODEL_4c666f4ace3943f8b80ecd20e7503236", - "value": " 1.18k/1.18k [00:00<00:00, 31.3kB/s]" - } - }, - "7975adbc2ec5489ea7fa0167e620d85c": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "FloatProgressModel", - "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_6e34619b45934040b6092e6fb01ea7fe", - "max": 51760, - "min": 0, - "orientation": "horizontal", - "style": "IPY_MODEL_271ddaa553a042d09b6db7b450643d8f", - "value": 51760 - } - }, - "7e29cb8dd4df4d5b94407cd8fd3f2011": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "810ff6c0e17d4fa09a30fef27eacff90": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", - "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": "" - } - }, - "89965917796a4f81b899fdc7685f33df": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "89b2ef0dbfea47ab8e6f8d659e3351d1": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_b8908fa0df3743ecb9d12983a739104f", - "placeholder": "​", - "style": "IPY_MODEL_177c78fce95d4b4ab33057c5a048d693", - "value": " 9.09M/9.09M [00:00<00:00, 32.6MB/s]" - } - }, - "8b3505352a5a42bf910428c40ce40465": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_49277aeeac16434a865a4d12308b1abc", - "placeholder": "​", - "style": "IPY_MODEL_2157f01726d748f8a9ae4a00664430da", - "value": " 5.70G/5.70G [01:02<00:00, 30.1MB/s]" - } - }, - "8fc142b628fb40568730234de1cafde2": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "FloatProgressModel", - "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_4ae7e449e4ea4c729b5f34607c18ebae", - "max": 172, - "min": 0, - "orientation": "horizontal", - "style": "IPY_MODEL_3572201bd4d74a58b7a665f9bdfdcdba", - "value": 172 - } - }, - "9367047a800747f79c6b225d92397846": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "938f45f1b3e24118b815d96ae34ba86a": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "95fbe66647904c06a20f640630d6dc0e": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_b0a370dc20654b279b9680692e34418e", - "placeholder": "​", - "style": "IPY_MODEL_cfeb365ddf7548d58b2557f22737fcf5", - "value": " 11.6k/11.6k [00:00<00:00, 716kB/s]" - } - }, - "988a0e8c1f89446086858da0a891a79c": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_ad2be500fc164c0f86f33e914ef8e6a0", - "placeholder": "​", - "style": "IPY_MODEL_5234566b1bfc4655b8d582ea5b46ed9f", - "value": "Downloading data: 100%" - } - }, - "98c58f23f4d549518832cb2d18f796e8": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HBoxModel", - "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_09b76013aa9e45efb6deb23a7a0d0925", - "IPY_MODEL_39b29a75374b45c0a22506010be2b84e", - "IPY_MODEL_78e5400bff924a92a4cc61c4ff18b182" - ], - "layout": "IPY_MODEL_2a58d04b428c46f4b3dbadd3bc6cd529" - } - }, - "99fdbb0300c14c139d1937c646f0cfe7": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_7358cdad832342c983e31efb8754ab78", - "placeholder": "​", - "style": "IPY_MODEL_e9adf418296e436fb48bb9f78885598b", - "value": " 51760/51760 [00:01<00:00, 38665.95 examples/s]" - } - }, - "9f679ad3ec7f4fe8ad0510ffb57bc2ab": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_4ea63adfce694725bdba878aef709dd3", - "placeholder": "​", - "style": "IPY_MODEL_74501720ac7e4dbb911a4a99b3633bc6", - "value": "tokenizer.json: 100%" - } - }, - "a0037bdccf254159becde630bee3d1db": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "a069d2ab23824f29aa320ac256e2cfe9": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "a0bf9160eb2647409b3200270914b90f": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "a41dc44766444a998bec2d777f249d23": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "a8464a4c711e4e00aafdfc919b60d07e": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_fb995c740590427b882572c81d4e848c", - "placeholder": "​", - "style": "IPY_MODEL_201b59ccd9f845e197029b57e424aefc", - "value": " 172/172 [00:00<00:00, 12.0kB/s]" - } - }, - "a9f0cc51fc3d4d7b874c32dcf1c5bdf2": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "ad2be500fc164c0f86f33e914ef8e6a0": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "b0240cd9a4554b29ae11f8051984a1c6": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_edaf890370314a218f138015faa0b05d", - "placeholder": "​", - "style": "IPY_MODEL_697f027529b54ee9956bae78a11e0611", - "value": "Map: 100%" - } - }, - "b0a370dc20654b279b9680692e34418e": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "b518dcee69074b87be73957cd810e7ed": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_d891f8d0b1fc462f8008d02bb2a15692", - "placeholder": "​", - "style": "IPY_MODEL_cced8fd7e998472794f3f3e3018956a5", - "value": "tokenizer_config.json: 100%" - } - }, - "b8908fa0df3743ecb9d12983a739104f": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "b993eaec6b224440bf80c0958c6fb536": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "b9b313fd861948f5aba25b24b1518d30": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "ba90fdb8822d47dab7ba203bee297f37": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "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_0f8b6bfe16894500838793f2491d403f", - "placeholder": "​", - "style": "IPY_MODEL_bb19f6c747754682a514373a3a0535ba", - "value": "Downloading readme: 100%" - } - }, - "bb19f6c747754682a514373a3a0535ba": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "bc883d4cf13e4f8b8a4fe5f410cb6efd": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "FloatProgressModel", - "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_e9159e03e61f4f56978ece9c3bca49b2", - "max": 51760, - "min": 0, - "orientation": "horizontal", - "style": "IPY_MODEL_810ff6c0e17d4fa09a30fef27eacff90", - "value": 51760 - } - }, - "c161d94df0f04feba9542237e0856c22": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "c22f71b1f85843209d7e5321506b9cb9": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HBoxModel", - "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_1f44c9ce1adf470cbb19784493ed209f", - "IPY_MODEL_f1addc4479d849879e743cf9089e6540", - "IPY_MODEL_8b3505352a5a42bf910428c40ce40465" - ], - "layout": "IPY_MODEL_4c4c88d4c701450692fa0f6b0c5764b0" - } - }, - "c4f2b06a82fd4987b8b659524a7b503b": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "cca8113c54c0495daedce1327bf9c68b": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "FloatProgressModel", - "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_e02f9b7849c64531835eb77b860d1c93", - "max": 464, - "min": 0, - "orientation": "horizontal", - "style": "IPY_MODEL_56aee4853b7740e6a977254f5d1fa66d", - "value": 464 - } - }, - "cced8fd7e998472794f3f3e3018956a5": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "cf245afeb1c04f29a24d291608c3d157": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HBoxModel", - "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_b518dcee69074b87be73957cd810e7ed", - "IPY_MODEL_e29104486d594b2992d7285e0ef77371", - "IPY_MODEL_6578fd7acdb54c4c93528ea431fd0144" - ], - "layout": "IPY_MODEL_d35db8148a354c56aaac56dbae22536f" - } - }, - "cfe8cae0e22b495bafa221a63d13b283": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "cfeb365ddf7548d58b2557f22737fcf5": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "d1b47d39450d4019ae85c9b2f943eeaf": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HBoxModel", - "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_4dcf6ff672d24983a1877a8431709aa9", - "IPY_MODEL_7975adbc2ec5489ea7fa0167e620d85c", - "IPY_MODEL_71ce208e20d6483abb9ed923510c86d7" - ], - "layout": "IPY_MODEL_cfe8cae0e22b495bafa221a63d13b283" - } - }, - "d35db8148a354c56aaac56dbae22536f": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "d69dc491b3ab44d7852b21873ed7bb7f": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "d891f8d0b1fc462f8008d02bb2a15692": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "d8e5318cead340c4adbeaccc05d39225": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", - "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": "" - } - }, - "daf4cd890b35422683d22fd30bc71e83": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HBoxModel", - "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_b0240cd9a4554b29ae11f8051984a1c6", - "IPY_MODEL_bc883d4cf13e4f8b8a4fe5f410cb6efd", - "IPY_MODEL_99fdbb0300c14c139d1937c646f0cfe7" - ], - "layout": "IPY_MODEL_c161d94df0f04feba9542237e0856c22" - } - }, - "db19fc8d37db4e45a5790a876836d8c4": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "de868e26e7154f62aa86223a539ad421": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "dea41c5260884aa6879b5e1d1697b14f": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "e02f9b7849c64531835eb77b860d1c93": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "e29104486d594b2992d7285e0ef77371": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "FloatProgressModel", - "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_a9f0cc51fc3d4d7b874c32dcf1c5bdf2", - "max": 50641, - "min": 0, - "orientation": "horizontal", - "style": "IPY_MODEL_2f6c70dd266c4816bfad3fd3d192929a", - "value": 50641 - } - }, - "e36a3f9eff0e4cf68834d66b0213ae96": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "e9159e03e61f4f56978ece9c3bca49b2": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "e9adf418296e436fb48bb9f78885598b": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "edaf890370314a218f138015faa0b05d": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "f1addc4479d849879e743cf9089e6540": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "FloatProgressModel", - "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_43dec2ede91341f5af60eb522e18e984", - "max": 5702746405, - "min": 0, - "orientation": "horizontal", - "style": "IPY_MODEL_d8e5318cead340c4adbeaccc05d39225", - "value": 5702746405 - } - }, - "f2df530d22c74977b249dd9fb5f4829b": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "FloatProgressModel", - "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_21db8a77b00d4a4e82fdfa608657531f", - "max": 9085698, - "min": 0, - "orientation": "horizontal", - "style": "IPY_MODEL_6dbbedeca9314e66ae50e44ffa31a414", - "value": 9085698 - } - }, - "f401d53bf28e44eb906bce6c05412662": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "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": "" - } - }, - "fb995c740590427b882572c81d4e848c": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - }, - "fce7a61c25ec4390af43d92b7c473a45": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HBoxModel", - "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_30307300bc4e4baf96560e30969a82b6", - "IPY_MODEL_8fc142b628fb40568730234de1cafde2", - "IPY_MODEL_a8464a4c711e4e00aafdfc919b60d07e" - ], - "layout": "IPY_MODEL_5f40db8173dd4d76b6ef5ed6d9ec8b6e" - } - }, - "fdb1941405ed4e4aa06019933892deb3": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "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 - } - } - } - } - }, - "nbformat": 4, - "nbformat_minor": 0 -}