{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Fine-tune DeepSeek with a Synthetic Reasoning Dataset\n",
"\n",
"This notebook demonstrates the fine-tuning process of `unsloth/DeepSeek-R1-Distill-Qwen-1.5B-unsloth-bnb-4bit` using a synthetic reasoning dataset.\n",
"\n",
"It provides a complete walkthrough of the fine-tuning process after generating synthetic data using the Synthetic Data Generator. For a comprehensive explanation of the methodology and additional details, refer to the blog post: [Fine-tune DeepSeek with a Synthetic Reasoning Dataset](https://huggingface.co/blog/sdiazlor/fine-tune-deepseek-with-a-synthetic-reasoning-data)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Getting Started"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Install the Dependencies"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"!pip install datasets\n",
"!pip install unsloth"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Import the Required Libraries"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"import torch\n",
"from datasets import load_dataset\n",
"from transformers import TrainingArguments\n",
"from trl import SFTTrainer\n",
"from unsloth import is_bfloat16_supported, FastLanguageModel"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Configure the Environment"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"MODEL = \"unsloth/DeepSeek-R1-Distill-Qwen-1.5B-unsloth-bnb-4bit\"\n",
"REPO_NAME = \"sdiazlor\" # your HF username here\n",
"MODEL_NAME = \"deepseek-r1-distill-qwen-1.5-unsloth-sft-python\""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Load the Model and Tokenizer"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 316,
"referenced_widgets": [
"5b30f4877b554974bb8cdfc9814bb967",
"1b216f51a8714e9dab82dc844fed17bf",
"a87fd32f965c41e68249ba9bf4234691",
"0b7b5a1ecb964a9cbd035b559438fb52",
"453b1c07c5e345fbac74856842c28784",
"5718ee0ebe1f4cadaf79c14d2a8e5339",
"a03e6373939e489c87c8ed6546dc03d6",
"b9974277d199419699e9b2a584f6198f",
"210d0c13cbec434097f0a9b6b68d456d",
"31abf79b170443fabbbb924ca4220e4c",
"0142b4aeab9b4d87819b86c26a908f7a",
"a4362f76cffa45a89675d66f8f51d440",
"178df7b3c6b74583b70b6ebfd2272336",
"921c02b29a564833ae10ac54f220c1d4",
"4b8d88e2c0634338affb3b4d81e77974",
"67dfa13c01f64b589e04c053f89ec671",
"2bdd42e1bb57415584d2a38edfe8ea6b",
"398508c460594d22b7fdbf3be15d761b",
"a383ed5654194fefa9312b747d5d6ed6",
"03ea6c67112843c9933b3e1a768b77f6",
"b7c04ccedc1c48adb34f615f24b8c424",
"db31df39f56546b6a64a55f97b91a8f2",
"f187dd6f0dbf4f49bca90bd394f27e23",
"1a0a4ae3d6c147c3bbb72e703858aedc",
"d3de80a9bafa4b4b9c13c4361d6213db",
"84a304df3ea4459ebcd3706f57404eba",
"6904076b530c44ae8a34b2fd424b89c0",
"5e51b3b8054d477fa3af1cf1682d4304",
"213c0e1e238849f7a071b2f9bcf9c433",
"dc84dfd9af984f02a09770dffc8f3001",
"38e3a03149754b048a0459f4e5d00e2a",
"f74d4bc9f00b4cac8de83792f405ad5a",
"4ddc8e1a851c4e9da6ede032d40908f0",
"24dfeff577da4393bdaa5de47bf5d096",
"0b722c2760634ce3856dbf2f3ac329fe",
"8d652113d0964829a65fbbcab211e141",
"d0eb3820302646e9a848da2f936aa9eb",
"d089d26bfd1a4a8488133f0f82b120c3",
"5094f58022ca4565873196fde589bec8",
"d180a951e872463c8c39f28f61b3b734",
"02302f414c384422920e3e310f597063",
"a8001e449dca4533bd56918d8da1a69d",
"19b6b7f26e394d9fb7c2992d71b1fc14",
"007ba2f3f37c48f8a5e7e21a4a2e5a71",
"65a71e24010b4ba4884dc0bb2fe37e1f",
"99831f0a5b204b24923d5ca3d30c42a9",
"52b547101e8848cb9e5881c3e63eca3c",
"b6e67b2b00be4835962dc5939e25a289",
"747b3c80a240453c986bc8db01072394",
"29d52353241742bf882ade4bc4eeb402",
"c2cd6a947bda4a09ad56b0c2069a9166",
"02db395a497443adad709a5a5b2ee463",
"28b224e830e24bbdb9abf547b3789769",
"a76024ba39194881b63302a11383e84e",
"40f0399f117845b08eff5c5ed84f137d"
]
},
"id": "QmUBVEnvCDJv",
"outputId": "977ab27e-7773-4b20-e16b-7df3f1d8994e"
},
"outputs": [],
"source": [
"# Load the 4bit pre quantized model of deepseek and the tokenizer\n",
"\n",
"model, tokenizer = FastLanguageModel.from_pretrained(\n",
" model_name = MODEL,\n",
" max_seq_length = 2048,\n",
" dtype = None,\n",
" load_in_4bit = True,\n",
")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "6bZsfBuZDeCL",
"outputId": "4bdd6bfa-47c5-47cd-cd45-475107258a89"
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Unsloth 2025.2.5 patched 28 layers with 28 QKV layers, 28 O layers and 28 MLP layers.\n"
]
}
],
"source": [
"# We add the LORA adapters to the model\n",
"model = FastLanguageModel.get_peft_model(\n",
" model,\n",
" r=16,\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,\n",
" bias=\"none\",\n",
" use_gradient_checkpointing=\"unsloth\",\n",
" random_state=3407,\n",
" use_rslora=False,\n",
" loftq_config=None,\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Pre-process the Synthetic Data"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 154,
"referenced_widgets": [
"e6ffb622331241239867b1477d3da76b",
"5d835002db074abea3d5b87e0ce72618",
"8b79b01a42614f4e9ae6550703561236",
"a9f65983f1f24d7c9cceaf65c2191c7d",
"560be4516ac74cd5a29a0b8304976810",
"679a9d5ae6fb4916a2261f556969f3a0",
"09095674ac234d19be3f0454146201c2",
"225b460bd91b4995b81cb967a7f8c42c",
"04b79a83f42745449910b1733a8496c7",
"36f85ae64a1e440b8b15d0c5625bd23f",
"fd3643434d0f477f90a59dc8e0bf64f2"
]
},
"id": "LjY75GoYUCB8",
"outputId": "35602bba-6cdf-4cb5-ac87-967679f10350"
},
"outputs": [
{
"data": {
"application/vnd.google.colaboratory.intrinsic+json": {
"type": "string"
},
"text/plain": [
"'Below is an instruction that describes a task, paired with a question that provides further context. \\nWrite a response that appropriately answer the question. \\nBefore answering, think carefully but concisely about the question and create a step-by-step chain of thoughts to ensure a logical and accurate response.\\n\\n### Instruction:\\nYou are an expert programmer with advanced knowledge in Python. Your task is to provide concise and easy-to-understand solutions. Please answer the following python question. \\n\\n### Question:\\nHow can I solve a Rubik\\'s Cube? \\n\\n\\n\\n### Response:\\nOkay, so I want to solve a Rubik\\'s Cube, but I\\'m not really sure where to start. I remember seeing people solve them quickly, but it looks so complicated. Let me try to break it down.\\n\\nFirst, I think I need to understand the structure of the cube. It has six faces, each with nine smaller squares of different colors. The goal is to have each face all one color. But how do the pieces move?\\n\\nI\\'ve heard about algorithms before. Maybe that\\'s the key. I guess algorithms are specific sequences of moves that solve certain parts of the cube. But I\\'m not sure which ones to use or in what order.\\n\\nI remember someone mentioning something called the cross. That\\'s probably the first step. So, I should start by making a cross on one face. Let\\'s pick the white face for the cross. I need to get all the white edges aligned with their corresponding center colors.\\n\\nOnce the cross is done, the next step might be to solve the corners of that face. Each corner has three colors, so I need to make sure they match the adjacent center colors. Maybe there\\'s a specific algorithm for inserting the corners correctly without messing up the cross.\\n\\nAfter the first layer is done, I think the next part is the middle layer. This involves moving the edge pieces between the first and last layers. I\\'ve heard terms like F, R, U, etc., which stand for front, right, up, etc. Maybe the algorithm for the middle layer involves moving a piece from the top to the correct position.\\n\\nThen comes the last layer, which is the trickiest part. I think this involves orienting the edges so they all face the right way, and then permuting the corners. I remember something about the \"OLL\" and \"PLL\" steps. OLL is orienting the last layer, and PLL is permuting it. There are a lot of algorithms for each, so it\\'s important to learn the common ones first.\\n\\nI\\'m a bit confused about how to recognize when to use each algorithm. Maybe I should start with the most common ones, like the cross, then F2L, OLL, and PLL. Each step builds on the previous one, so I shouldn\\'t skip ahead.\\n\\nI also wonder about the notation. F means moving the front face clockwise, F\\' is counterclockwise, and F2 is turning it twice. Understanding this notation is crucial for following the algorithms.\\n\\nI should probably practice each step separately. Start with solving the cross, then move on to the corners, and so on. It might take a while to get each step right, but with practice, it should become easier.\\n\\nWait, what if I get stuck? Maybe I should look up some tutorials or guides that break it down step by step. There are probably detailed explanations and videos that can help me visualize the moves better.\\n\\nIn summary, solving a Rubik\\'s Cube seems to involve a series of structured steps, each with specific algorithms. I need to learn each step, practice the moves, and gradually build up to solving the entire cube. It might be challenging, but breaking it down into smaller parts makes it manageable.\\n</think>\\n\\nTo solve a Rubik\\'s Cube, follow this structured approach:\\n\\n1. **Understand the Structure**: Familiarize yourself with the cube\\'s layout, noting that each face has nine smaller squares and six faces in total.\\n\\n2. **Learn Notation**: Understand the basic move notations (F, R, U, etc.) and their directions (clockwise, counterclockwise, and 180-degree turns).\\n\\n3. **Step 1: Solve the Cross**:\\n - Begin with the white face.\\n - Align the white edges with their corresponding center colors.\\n\\n4. **Step 2: Solve the Corners**:\\n - Position the corners so they match adjacent center colors, using specific algorithms to insert them correctly without disrupting the cross.\\n\\n5. **Step 3: Solve the Middle Layer**:\\n - Move edge pieces between the first and last layers, using algorithms to place them correctly.\\n\\n6. **Step 4: Orient the Last Layer (OLL)**:\\n - Use algorithms to orient the last layer\\'s edges so they all face the correct way.\\n\\n7. **Step 5: Permute the Last Layer (PLL)**:\\n - Apply algorithms to permute the corners, ensuring they are in the correct positions.\\n\\n8. **Practice and Resources**:\\n - Practice each step separately, gradually building up skills.\\n - Use tutorials or guides for detailed explanations and visual aids.\\n\\nBy following these steps and practicing each algorithm, you can systematically solve the Rubik\\'s Cube.\\n<｜end▁of▁sentence｜>'"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Prepare the dataset\n",
"\n",
"prompt_style = \"\"\"Below is an instruction that describes a task, paired with a question that provides further context.\n",
"Write a response that appropriately answer the question.\n",
"Before answering, think carefully but concisely about the question and create a step-by-step chain of thoughts to ensure a logical and accurate response.\n",
"\n",
"### Instruction:\n",
"You are an expert programmer with advanced knowledge in Python. Your task is to provide concise and easy-to-understand solutions. Please answer the following python question.\n",
"\n",
"### Question:\n",
"{}\n",
"\n",
"### Response:\n",
"{}\n",
"\"\"\"\n",
"\n",
"EOS_TOKEN = tokenizer.eos_token\n",
"\n",
"\n",
"def formatting_prompts_func(examples):\n",
" prompts = examples[\"prompt\"]\n",
" completions = examples[\"completion\"]\n",
" texts = []\n",
" for prompt,completion in zip(prompts, completions):\n",
" text = prompt_style.format(prompt, completion) + EOS_TOKEN\n",
" texts.append(text)\n",
" return {\n",
" \"text\": texts,\n",
" }\n",
"\n",
"\n",
"dataset = load_dataset(\"sdiazlor/python-reasoning-dataset\", split=\"train\")\n",
"dataset = dataset.map(formatting_prompts_func, batched = True,)\n",
"dataset[\"text\"][0]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Train the Model"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 49,
"referenced_widgets": [
"e865b621b4704786998d9e5511bcb522",
"08220a32e37f4b1dab636ea06a786a1f",
"2a76087509dd482a81c297ba44e2ae2e",
"1b7f8aad80c0464b819ee74b7f76d40e",
"6849f7a48eff4ab8a7e01a3e26da7645",
"6b9552cc29ab4ac7936618bf1f0b1c5c",
"706d0954642a4ef5b8e3d4ece2fa556e",
"9eea1e4a483b4298a6ad67dfca0ff122",
"2f1ede630a654aeebe7d80640ee9674a",
"e411f85b5a0047c4b510565585215493",
"fb6566ed643a473e892e68b55fa3ef29"
]
},
"id": "95_Nn-89DhsL",
"outputId": "9d245291-dc8e-48be-d05c-beeb65b3769f"
},
"outputs": [],
"source": [
"# Configure the trainer\n",
"trainer = SFTTrainer(\n",
" model=model,\n",
" tokenizer=tokenizer,\n",
" train_dataset=dataset,\n",
" dataset_text_field=\"text\",\n",
" max_seq_length=2048,\n",
" dataset_num_proc=2,\n",
" packing=False,\n",
" args=TrainingArguments(\n",
" per_device_train_batch_size=2,\n",
" gradient_accumulation_steps=4,\n",
" warmup_steps=5,\n",
" num_train_epochs=3,\n",
" learning_rate=2e-4,\n",
" fp16=not is_bfloat16_supported(),\n",
" bf16=is_bfloat16_supported(),\n",
" logging_steps=1,\n",
" optim=\"adamw_8bit\",\n",
" weight_decay=0.01,\n",
" lr_scheduler_type=\"linear\",\n",
" seed=3407,\n",
" output_dir=\"outputs\",\n",
" report_to=\"none\",\n",
" ),\n",
")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
},
"id": "yqxqAZ7KJ4oL",
"outputId": "bb329be2-eced-4843-cb86-00ed8395e992"
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"==((====))== Unsloth - 2x faster free finetuning | Num GPUs = 1\n",
" \\\\ /| Num examples = 500 | Num Epochs = 3\n",
"O^O/ \\_/ \\ Batch size per device = 2 | Gradient Accumulation steps = 4\n",
"\\ / Total batch size = 8 | Total steps = 186\n",
" \"-____-\" Number of trainable parameters = 18,464,768\n"
]
},
{
"data": {
"text/html": [
"\n",
" <div>\n",
" \n",
" <progress value='186' max='186' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
" [186/186 17:48, Epoch 2/3]\n",
" </div>\n",
" <table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: left;\">\n",
" <th>Step</th>\n",
" <th>Training Loss</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <td>1</td>\n",
" <td>0.828400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>2</td>\n",
" <td>0.784400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>3</td>\n",
" <td>0.838800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>4</td>\n",
" <td>0.849500</td>\n",
" </tr>\n",
" <tr>\n",
" <td>5</td>\n",
" <td>0.732300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>6</td>\n",
" <td>0.670100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>7</td>\n",
" <td>0.709900</td>\n",
" </tr>\n",
" <tr>\n",
" <td>8</td>\n",
" <td>0.688500</td>\n",
" </tr>\n",
" <tr>\n",
" <td>9</td>\n",
" <td>0.613600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>10</td>\n",
" <td>0.626500</td>\n",
" </tr>\n",
" <tr>\n",
" <td>11</td>\n",
" <td>0.729400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>12</td>\n",
" <td>0.682100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>13</td>\n",
" <td>0.540100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>14</td>\n",
" <td>0.591000</td>\n",
" </tr>\n",
" <tr>\n",
" <td>15</td>\n",
" <td>0.604800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>16</td>\n",
" <td>0.611600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>17</td>\n",
" <td>0.604000</td>\n",
" </tr>\n",
" <tr>\n",
" <td>18</td>\n",
" <td>0.617800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>19</td>\n",
" <td>0.610100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>20</td>\n",
" <td>0.651400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>21</td>\n",
" <td>0.580700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>22</td>\n",
" <td>0.620100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>23</td>\n",
" <td>0.664400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>24</td>\n",
" <td>0.675600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>25</td>\n",
" <td>0.513200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>26</td>\n",
" <td>0.498600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>27</td>\n",
" <td>0.646800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>28</td>\n",
" <td>0.501700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>29</td>\n",
" <td>0.537800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>30</td>\n",
" <td>0.592300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>31</td>\n",
" <td>0.488400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>32</td>\n",
" <td>0.533100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>33</td>\n",
" <td>0.567700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>34</td>\n",
" <td>0.565900</td>\n",
" </tr>\n",
" <tr>\n",
" <td>35</td>\n",
" <td>0.638700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>36</td>\n",
" <td>0.564400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>37</td>\n",
" <td>0.479600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>38</td>\n",
" <td>0.644000</td>\n",
" </tr>\n",
" <tr>\n",
" <td>39</td>\n",
" <td>0.486400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>40</td>\n",
" <td>0.598800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>41</td>\n",
" <td>0.595200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>42</td>\n",
" <td>0.508000</td>\n",
" </tr>\n",
" <tr>\n",
" <td>43</td>\n",
" <td>0.504900</td>\n",
" </tr>\n",
" <tr>\n",
" <td>44</td>\n",
" <td>0.613700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>45</td>\n",
" <td>0.517800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>46</td>\n",
" <td>0.571700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>47</td>\n",
" <td>0.568900</td>\n",
" </tr>\n",
" <tr>\n",
" <td>48</td>\n",
" <td>0.507400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>49</td>\n",
" <td>0.536600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>50</td>\n",
" <td>0.681900</td>\n",
" </tr>\n",
" <tr>\n",
" <td>51</td>\n",
" <td>0.469500</td>\n",
" </tr>\n",
" <tr>\n",
" <td>52</td>\n",
" <td>0.530200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>53</td>\n",
" <td>0.601400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>54</td>\n",
" <td>0.531000</td>\n",
" </tr>\n",
" <tr>\n",
" <td>55</td>\n",
" <td>0.470400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>56</td>\n",
" <td>0.535800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>57</td>\n",
" <td>0.615800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>58</td>\n",
" <td>0.557500</td>\n",
" </tr>\n",
" <tr>\n",
" <td>59</td>\n",
" <td>0.620600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>60</td>\n",
" <td>0.497700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>61</td>\n",
" <td>0.556100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>62</td>\n",
" <td>0.561300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>63</td>\n",
" <td>0.607200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>64</td>\n",
" <td>0.556200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>65</td>\n",
" <td>0.538400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>66</td>\n",
" <td>0.529800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>67</td>\n",
" <td>0.580100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>68</td>\n",
" <td>0.573100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>69</td>\n",
" <td>0.466100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>70</td>\n",
" <td>0.498400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>71</td>\n",
" <td>0.590800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>72</td>\n",
" <td>0.632500</td>\n",
" </tr>\n",
" <tr>\n",
" <td>73</td>\n",
" <td>0.472400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>74</td>\n",
" <td>0.523400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>75</td>\n",
" <td>0.562500</td>\n",
" </tr>\n",
" <tr>\n",
" <td>76</td>\n",
" <td>0.552200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>77</td>\n",
" <td>0.548400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>78</td>\n",
" <td>0.523300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>79</td>\n",
" <td>0.593300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>80</td>\n",
" <td>0.483600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>81</td>\n",
" <td>0.585400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>82</td>\n",
" <td>0.554700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>83</td>\n",
" <td>0.413900</td>\n",
" </tr>\n",
" <tr>\n",
" <td>84</td>\n",
" <td>0.589400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>85</td>\n",
" <td>0.484100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>86</td>\n",
" <td>0.461000</td>\n",
" </tr>\n",
" <tr>\n",
" <td>87</td>\n",
" <td>0.570700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>88</td>\n",
" <td>0.545900</td>\n",
" </tr>\n",
" <tr>\n",
" <td>89</td>\n",
" <td>0.542300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>90</td>\n",
" <td>0.502100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>91</td>\n",
" <td>0.554100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>92</td>\n",
" <td>0.554000</td>\n",
" </tr>\n",
" <tr>\n",
" <td>93</td>\n",
" <td>0.468700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>94</td>\n",
" <td>0.535800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>95</td>\n",
" <td>0.539100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>96</td>\n",
" <td>0.479600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>97</td>\n",
" <td>0.499100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>98</td>\n",
" <td>0.518300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>99</td>\n",
" <td>0.593800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>100</td>\n",
" <td>0.573200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>101</td>\n",
" <td>0.546400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>102</td>\n",
" <td>0.599600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>103</td>\n",
" <td>0.465200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>104</td>\n",
" <td>0.472400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>105</td>\n",
" <td>0.556100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>106</td>\n",
" <td>0.498800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>107</td>\n",
" <td>0.486900</td>\n",
" </tr>\n",
" <tr>\n",
" <td>108</td>\n",
" <td>0.529000</td>\n",
" </tr>\n",
" <tr>\n",
" <td>109</td>\n",
" <td>0.480100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>110</td>\n",
" <td>0.525900</td>\n",
" </tr>\n",
" <tr>\n",
" <td>111</td>\n",
" <td>0.489700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>112</td>\n",
" <td>0.510600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>113</td>\n",
" <td>0.628300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>114</td>\n",
" <td>0.413200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>115</td>\n",
" <td>0.577800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>116</td>\n",
" <td>0.515000</td>\n",
" </tr>\n",
" <tr>\n",
" <td>117</td>\n",
" <td>0.539300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>118</td>\n",
" <td>0.459200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>119</td>\n",
" <td>0.533700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>120</td>\n",
" <td>0.501700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>121</td>\n",
" <td>0.528400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>122</td>\n",
" <td>0.475900</td>\n",
" </tr>\n",
" <tr>\n",
" <td>123</td>\n",
" <td>0.437600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>124</td>\n",
" <td>0.551700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>125</td>\n",
" <td>0.464600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>126</td>\n",
" <td>0.442300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>127</td>\n",
" <td>0.611100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>128</td>\n",
" <td>0.425300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>129</td>\n",
" <td>0.516900</td>\n",
" </tr>\n",
" <tr>\n",
" <td>130</td>\n",
" <td>0.469100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>131</td>\n",
" <td>0.486200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>132</td>\n",
" <td>0.492100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>133</td>\n",
" <td>0.511100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>134</td>\n",
" <td>0.559500</td>\n",
" </tr>\n",
" <tr>\n",
" <td>135</td>\n",
" <td>0.537600</td>\n",
" </tr>\n",
" <tr>\n",
" <td>136</td>\n",
" <td>0.426800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>137</td>\n",
" <td>0.474200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>138</td>\n",
" <td>0.543500</td>\n",
" </tr>\n",
" <tr>\n",
" <td>139</td>\n",
" <td>0.539800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>140</td>\n",
" <td>0.481500</td>\n",
" </tr>\n",
" <tr>\n",
" <td>141</td>\n",
" <td>0.481400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>142</td>\n",
" <td>0.562000</td>\n",
" </tr>\n",
" <tr>\n",
" <td>143</td>\n",
" <td>0.409100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>144</td>\n",
" <td>0.440900</td>\n",
" </tr>\n",
" <tr>\n",
" <td>145</td>\n",
" <td>0.437700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>146</td>\n",
" <td>0.427300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>147</td>\n",
" <td>0.393100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>148</td>\n",
" <td>0.480300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>149</td>\n",
" <td>0.509300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>150</td>\n",
" <td>0.450200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>151</td>\n",
" <td>0.530500</td>\n",
" </tr>\n",
" <tr>\n",
" <td>152</td>\n",
" <td>0.475300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>153</td>\n",
" <td>0.521300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>154</td>\n",
" <td>0.519500</td>\n",
" </tr>\n",
" <tr>\n",
" <td>155</td>\n",
" <td>0.539400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>156</td>\n",
" <td>0.433300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>157</td>\n",
" <td>0.495400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>158</td>\n",
" <td>0.415200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>159</td>\n",
" <td>0.608800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>160</td>\n",
" <td>0.524700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>161</td>\n",
" <td>0.438700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>162</td>\n",
" <td>0.504800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>163</td>\n",
" <td>0.455700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>164</td>\n",
" <td>0.455100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>165</td>\n",
" <td>0.592300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>166</td>\n",
" <td>0.565700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>167</td>\n",
" <td>0.480800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>168</td>\n",
" <td>0.546100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>169</td>\n",
" <td>0.463100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>170</td>\n",
" <td>0.573400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>171</td>\n",
" <td>0.500700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>172</td>\n",
" <td>0.516700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>173</td>\n",
" <td>0.572000</td>\n",
" </tr>\n",
" <tr>\n",
" <td>174</td>\n",
" <td>0.411700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>175</td>\n",
" <td>0.452700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>176</td>\n",
" <td>0.424900</td>\n",
" </tr>\n",
" <tr>\n",
" <td>177</td>\n",
" <td>0.489200</td>\n",
" </tr>\n",
" <tr>\n",
" <td>178</td>\n",
" <td>0.574300</td>\n",
" </tr>\n",
" <tr>\n",
" <td>179</td>\n",
" <td>0.479700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>180</td>\n",
" <td>0.487800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>181</td>\n",
" <td>0.513700</td>\n",
" </tr>\n",
" <tr>\n",
" <td>182</td>\n",
" <td>0.492800</td>\n",
" </tr>\n",
" <tr>\n",
" <td>183</td>\n",
" <td>0.535100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>184</td>\n",
" <td>0.501100</td>\n",
" </tr>\n",
" <tr>\n",
" <td>185</td>\n",
" <td>0.450400</td>\n",
" </tr>\n",
" <tr>\n",
" <td>186</td>\n",
" <td>0.484500</td>\n",
" </tr>\n",
" </tbody>\n",
"</table><p>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Train the model\n",
"trainer_stats = trainer.train()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 501,
"referenced_widgets": [
"75dc3defc03044d5a3d5327f982f4ad9",
"69a1c928a91b485e899218b4c48bbd0f",
"2cd1ab0231be43078bf2b0861c66756b",
"7d6ef80065f2457ca6a584dea0ee193a",
"8deac706db694fd9af003a52d9e65c18",
"d1fdaab3815b4beebd51e5240208c14c",
"0c677a8b3f234e0480995a3f3f511cfc",
"bf95bf76909b418db87bed807a8fcd2e",
"60362ddf26274bbda10f888cae24b527",
"cf64d3a6baf545bebc84c62b2863a2a3",
"a023e723ac13430087c8f019e7bd2946",
"37b277adce0f47f58ce4f153ebbf9885",
"ae4269c9c5434ee79eaa31d197e382c0",
"d7ef28d78e19450e82bd3e42a9fab928",
"0b0ce59c58f947c5ab6b456c4b2b8fd8",
"c05b434f65a04a07880f82d5dda991e3",
"aa8a0d882d1047e8a6a08b04df1214ea",
"344f6b55db5e43c7b98750e4cbf907d1",
"58aa7a36dbd14511a43268242bf3486c",
"9b0488d548f3446d8d20af6d3ac56739",
"2c966a7792594a9bace7cada70bc6e20",
"eb694d1a1a674598bccff290c5c96077",
"343312cb90c84c6bbfec606bed32765a",
"4cbc59fddff34f44a0e99e15ff1ae102",
"932c5742442b421389363d2e216626d7",
"f57fce9a80e549609474d84b7d935b33",
"53f6ce3049474fbda959fd52fe9b5890",
"71cc82a978664061b4778a73ac25afdb",
"d4f41624cbea494f803bd76cd78f315f",
"8f02d26e18614cd38e891d5ee019bc3d",
"fefdd42e29544fdba8ba1dd7f28cc85d",
"ca279528c62c41559fff7d150a229567",
"3abc1f45407c4c8c9c6b6d676246aa3b",
"7b9eed20c6554407afb846170e2d946d",
"27cacb0adaa944c19d80cd9cb0ddffa9",
"b5037ef5dcdc43a9850bb073addc947f",
"cc7ce94c244548c8954b35bb92936bdd",
"3bcfc01fccce49ef87f62b0046d54059",
"4be3ffa40ad14461adeb5bfafad806f6",
"b3f9eb630a6a4b88857e4d9e1869ffca",
"91a556fcd64843fe877a580eb3e21826",
"6d93c3a9f44342bdbf840b6ce3d04ab6",
"ea83b9bb0b134206a99628d3fe66503a",
"a018604c1f624fb49e1064696a5533fd",
"8b9066519c9546a5b8ad95b239828b89",
"9ec9215968024471a69fa7a9a62db7bb",
"901c6eca0c4a40e7a9ed9fa968874787",
"687438cfca3140d4bc132b6b91ab616c",
"c16a355a4e2443509f3362504882ab7c",
"0e372476bcc04cd5a89a7b0626742c7e",
"56aac0b6cad64e7a9d672583c633c8bf",
"f2da104837ae4a3289e24a1bd7de2415",
"95a67d05e14c40c2a5bdcb322bc61af8",
"f8d6262c216f4226b6d26ad9961b9622",
"00b6d832a0c546c2afb059bd29e54991",
"76af8b2071e8453794f432a7c0bf63d0",
"51730e19fe0c4ead871b9b6cf7895e05",
"2c1cdcb9a80446539b3e229c5cc8ce33",
"7b1889d55328460fbd9c348a2a72e3c8",
"8bb5bfadd1984e5a8c0b27dfbb16bf9a",
"624a5a04f510474e90ac9aaf7ed264b1",
"405277a1c6944a35b1cb082de3b9dbdb",
"32b541d4aa6d4dac8a9dc0e5cdf9ba44",
"2cf66ab1c0f34d71b90ca6ac10eec6d6",
"c9ab627f27d7456d9de249610ffef4a1",
"4b5fa3674a8f467aba1089a39e2978b5",
"1cc3ff808e1543eb9716deba509c37ee",
"426ba1f107354dc78ded5f1ba400895b",
"02ddf97d03404b92a09a0b6a869847d8",
"9b22f445c87a44f9afe39de4a20f08f4",
"9f197e2d7fb54261acbb2d1ddb8b6a30",
"6d9294f45ab14b139f968dae24663783",
"bd5608c4250a4d35aca16aebd1dba7f2",
"92e84bbf66f34be3aa0da2ff046daf94",
"75a890e9c93543eeb2917c165f0d5d20",
"3d4c73330cc44748a4525c7901a281a1",
"4df8ff8e37004b53adcb9a5b32c40fb2"
]
},
"id": "WBeMl1mh1ArJ",
"outputId": "4e869fbe-da2b-417b-b1d3-78c913efc4cb"
},
"outputs": [],
"source": [
"# Save to the local directory and push it to the Hub\n",
"model.save_pretrained(MODEL_NAME)\n",
"tokenizer.save_pretrained(MODEL_NAME)\n",
"model.save_pretrained_merged(MODEL_NAME, tokenizer, save_method=\"merged_16bit\")\n",
"\n",
"fine_tuned_model = f\"{REPO_NAME}/{MODEL_NAME}\"\n",
"model.push_to_hub(fine_tuned_model, safe_serialization=None)\n",
"tokenizer.push_to_hub(fine_tuned_model, safe_serialization=None)\n",
"model.push_to_hub_merged(fine_tuned_model, tokenizer, save_method=\"merged_16bit\") # for vLLM\n",
"model.push_to_hub_gguf(\n",
" f\"{fine_tuned_model}_q4_k_m\", tokenizer, quantization_method=\"q4_k_m\"\n",
") # as gguf"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Run Inference"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "kR3gIAX-SM2q",
"outputId": "a8416e33-b27f-4056-8886-ddfec6c891d9"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Okay, so I need to find all the prime numbers between 0 and 125. Hmm, primes are numbers greater than 1 that have no divisors other than 1 and themselves. So, first, I should probably start by listing all numbers from 0 to 125 and then eliminate the non-primes.\n",
"\n",
"Wait, but 0 and 1 aren't primes. So I can ignore them. The smallest prime is 2. So maybe I should start checking from 2 onwards.\n",
"\n",
"I remember that one method to check for primes is the Sieve of Eratosthenes. That's an efficient algorithm for finding all primes up to a certain limit. Let me think about how that works. The idea is to create a list of all numbers up to the limit and then iteratively mark the multiples of each prime starting from 2. The numbers that remain unmarked are primes.\n",
"\n",
"So, applying this to the range 0-125. I'll create a list of booleans from 0 to 125, initializing them all to True except index 0 and 1 which are False. Then, for each number starting from 2, if it's still marked as prime, I'll mark all its multiples as not prime.\n",
"\n",
"Let me outline the steps:\n",
"\n",
"1. Create a list of size 126 (since it's up to 125) and initialize all to True.\n",
"2. Set the indices 0 and 1 to False.\n",
"3. For each number i starting from 2 up to the square root of 125 (which is around 11.18), if the number is still True, mark all multiples of i as False.\n",
"4. After processing, the indices that are still True are primes.\n",
"\n",
"Wait, but the square root is a bit more precise. The Sieve of Eratosthenes only needs to check up to the square root of the limit because any factor larger than that would have a corresponding factor smaller than the square root.\n",
"\n",
"So, for 125, the square root is about 11.18, so I'll loop i from 2 to 11.\n",
"\n",
"Let me try to simulate this:\n",
"\n",
"- Start with all True except 0 and 1.\n",
"- i=2: mark multiples 4,6,8,... up to 124.\n",
"- i=3: mark multiples 9,12,15,... up to 123.\n",
"- i=4: already marked, so skip.\n",
"- i=5: mark 25,30, etc., but since 5 is a prime, it should only mark multiples beyond 25.\n",
"- And so on until i=11.\n",
"\n",
"After this, the indices that are True are the primes.\n",
"\n",
"Once I have the list of primes, I can collect them into a list and return that list.\n",
"\n",
"So, putting this into Python code, I'll create the sieve, then extract the primes.\n",
"\n",
"Let me think about how to implement this. I'll write a function called get_primes_up_to_n(n) which returns the list of primes up to n.\n",
"\n",
"Wait, but the user wants primes from 0 to 125. So the function should handle that.\n",
"\n",
"Alternatively, I can create a function that takes a number and returns the primes up to that number.\n",
"\n",
"So, the steps in code:\n",
"\n",
"1. Define a function get_primes(n) that returns primes up to n.\n",
"2. Inside the function, create a list of booleans from 0 to n, initializing to True, then setting 0 and 1 to False.\n",
"3. For each i from 2 to sqrt(n) + 1, check if it's still True. If so, mark all multiples of i as False.\n",
"4. Collect all indices that are still True and return them as a list.\n",
"\n",
"Wait, but in Python, the square root can be calculated using math.sqrt, but since n is an integer, I should take the integer part. Or, better, loop up to int(math.sqrt(n)) + 1.\n",
"\n",
"Wait, no. The sieve only needs to check up to sqrt(n) because any composite number would have a factor less than or equal to sqrt(n). So for n=125, sqrt is ~11.18, so i should go up to 11.\n",
"\n",
"So, in code:\n",
"\n",
"import math\n",
"\n",
"def get_primes_up_to_n(n):\n",
" if n < 2:\n",
" return []\n",
" sieve = [True] * (n + 1)\n",
" sieve[0] = sieve[1] = False\n",
" for i in range(2, int(math.sqrt(n)) + 1):\n",
" if sieve[i]:\n",
" for j in range(i * i, n + 1, i):\n",
" sieve[j] = False\n",
" primes = [i for i, is_prime in enumerate(sieve) if is_prime]\n",
" return primes\n",
"\n",
"Then, call get_primes_up_to_n(125) to get the primes.\n",
"\n",
"Testing this function with n=125 should give me all primes from 2 up to 125.\n",
"\n",
"Let me see, for example, 2 is a prime, 3,5,7, etc., up to 125.\n",
"\n",
"I think this should work. So the code is straightforward.\n",
"</think>\n",
"\n",
"To find all prime numbers from 0 to 125, we can use the Sieve of Eratosthenes algorithm, which efficiently identifies primes by marking non-prime numbers. Here's a concise Python solution:\n",
"\n",
"```python\n",
"import math\n",
"\n",
"def get_primes_up_to_n(n):\n",
" if n < 2:\n",
" return []\n",
" sieve = [True] * (n + 1)\n",
" sieve[0] = sieve[1] = False\n",
" for i in range(2, int(math.sqrt(n)) + 1):\n",
" if sieve[i]:\n",
" for j in range(i * i, n + 1, i):\n",
" sieve[j] = False\n",
" primes = [i for i, is_prime in enumerate(sieve) if is_prime]\n",
" return primes\n",
"\n",
"primes = get_primes_up_to_n(125)\n",
"print(primes)\n",
"```\n",
"\n",
"This code initializes a boolean list for numbers up to 125, marks non-primes, and returns the primes. The result is a list of primes from 2 to 125.\n",
"<｜end▁of▁sentence｜>\n"
]
}
],
"source": [
"# Run inference\n",
"question = \"How can I get the prime numbers from 0 to 125?\"\n",
"\n",
"FastLanguageModel.for_inference(model)\n",
"inputs = tokenizer([prompt_style.format(question, \"\")], return_tensors=\"pt\").to(\"cuda\")\n",
"\n",
"outputs = model.generate(\n",
" input_ids=inputs.input_ids,\n",
" attention_mask=inputs.attention_mask,\n",
" max_new_tokens=2048,\n",
" use_cache=True,\n",
")\n",
"response = tokenizer.batch_decode(outputs)\n",
"print(response[0].split(\"### Response:\")[1])\n"
]
}
],
"metadata": {
"accelerator": "GPU",
"colab": {
"gpuType": "T4",
"provenance": []
},
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
},
"language_info": {
"name": "python"
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"007ba2f3f37c48f8a5e7e21a4a2e5a71": {
"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": ""
}
},
"00b6d832a0c546c2afb059bd29e54991": {
"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": ""
}
},
"0142b4aeab9b4d87819b86c26a908f7a": {
"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": ""
}
},
"02302f414c384422920e3e310f597063": {
"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
}
},
"02db395a497443adad709a5a5b2ee463": {
"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
}
},
"02ddf97d03404b92a09a0b6a869847d8": {
"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_92e84bbf66f34be3aa0da2ff046daf94",
"max": 3554214416,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_75a890e9c93543eeb2917c165f0d5d20",
"value": 3554214416
}
},
"03ea6c67112843c9933b3e1a768b77f6": {
"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": ""
}
},
"04b79a83f42745449910b1733a8496c7": {
"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": ""
}
},
"08220a32e37f4b1dab636ea06a786a1f": {
"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_6b9552cc29ab4ac7936618bf1f0b1c5c",
"placeholder": "",
"style": "IPY_MODEL_706d0954642a4ef5b8e3d4ece2fa556e",
"value": "Map (num_proc=2): 100%"
}
},
"09095674ac234d19be3f0454146201c2": {
"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": ""
}
},
"0b0ce59c58f947c5ab6b456c4b2b8fd8": {
"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_2c966a7792594a9bace7cada70bc6e20",
"placeholder": "",
"style": "IPY_MODEL_eb694d1a1a674598bccff290c5c96077",
"value": " 1/1 [00:01<00:00, 1.39s/it]"
}
},
"0b722c2760634ce3856dbf2f3ac329fe": {
"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_5094f58022ca4565873196fde589bec8",
"placeholder": "",
"style": "IPY_MODEL_d180a951e872463c8c39f28f61b3b734",
"value": "special_tokens_map.json: 100%"
}
},
"0b7b5a1ecb964a9cbd035b559438fb52": {
"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_31abf79b170443fabbbb924ca4220e4c",
"placeholder": "",
"style": "IPY_MODEL_0142b4aeab9b4d87819b86c26a908f7a",
"value": " 1.81G/1.81G [00:09<00:00, 508MB/s]"
}
},
"0c677a8b3f234e0480995a3f3f511cfc": {
"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": ""
}
},
"0e372476bcc04cd5a89a7b0626742c7e": {
"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
}
},
"178df7b3c6b74583b70b6ebfd2272336": {
"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_2bdd42e1bb57415584d2a38edfe8ea6b",
"placeholder": "",
"style": "IPY_MODEL_398508c460594d22b7fdbf3be15d761b",
"value": "generation_config.json: 100%"
}
},
"19b6b7f26e394d9fb7c2992d71b1fc14": {
"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
}
},
"1a0a4ae3d6c147c3bbb72e703858aedc": {
"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_5e51b3b8054d477fa3af1cf1682d4304",
"placeholder": "",
"style": "IPY_MODEL_213c0e1e238849f7a071b2f9bcf9c433",
"value": "tokenizer_config.json: 100%"
}
},
"1b216f51a8714e9dab82dc844fed17bf": {
"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_5718ee0ebe1f4cadaf79c14d2a8e5339",
"placeholder": "",
"style": "IPY_MODEL_a03e6373939e489c87c8ed6546dc03d6",
"value": "model.safetensors: 100%"
}
},
"1b7f8aad80c0464b819ee74b7f76d40e": {
"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_e411f85b5a0047c4b510565585215493",
"placeholder": "",
"style": "IPY_MODEL_fb6566ed643a473e892e68b55fa3ef29",
"value": " 500/500 [00:07<00:00, 85.94 examples/s]"
}
},
"1cc3ff808e1543eb9716deba509c37ee": {
"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_426ba1f107354dc78ded5f1ba400895b",
"IPY_MODEL_02ddf97d03404b92a09a0b6a869847d8",
"IPY_MODEL_9b22f445c87a44f9afe39de4a20f08f4"
],
"layout": "IPY_MODEL_9f197e2d7fb54261acbb2d1ddb8b6a30"
}
},
"210d0c13cbec434097f0a9b6b68d456d": {
"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": ""
}
},
"213c0e1e238849f7a071b2f9bcf9c433": {
"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": ""
}
},
"225b460bd91b4995b81cb967a7f8c42c": {
"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
}
},
"24dfeff577da4393bdaa5de47bf5d096": {
"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_0b722c2760634ce3856dbf2f3ac329fe",
"IPY_MODEL_8d652113d0964829a65fbbcab211e141",
"IPY_MODEL_d0eb3820302646e9a848da2f936aa9eb"
],
"layout": "IPY_MODEL_d089d26bfd1a4a8488133f0f82b120c3"
}
},
"27cacb0adaa944c19d80cd9cb0ddffa9": {
"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_4be3ffa40ad14461adeb5bfafad806f6",
"placeholder": "",
"style": "IPY_MODEL_b3f9eb630a6a4b88857e4d9e1869ffca",
"value": "100%"
}
},
"28b224e830e24bbdb9abf547b3789769": {
"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": ""
}
},
"29d52353241742bf882ade4bc4eeb402": {
"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
}
},
"2a76087509dd482a81c297ba44e2ae2e": {
"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_9eea1e4a483b4298a6ad67dfca0ff122",
"max": 500,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_2f1ede630a654aeebe7d80640ee9674a",
"value": 500
}
},
"2bdd42e1bb57415584d2a38edfe8ea6b": {
"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
}
},
"2c1cdcb9a80446539b3e229c5cc8ce33": {
"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_32b541d4aa6d4dac8a9dc0e5cdf9ba44",
"max": 1,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_2cf66ab1c0f34d71b90ca6ac10eec6d6",
"value": 1
}
},
"2c966a7792594a9bace7cada70bc6e20": {
"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
}
},
"2cd1ab0231be43078bf2b0861c66756b": {
"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_bf95bf76909b418db87bed807a8fcd2e",
"max": 629,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_60362ddf26274bbda10f888cae24b527",
"value": 629
}
},
"2cf66ab1c0f34d71b90ca6ac10eec6d6": {
"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": ""
}
},
"2f1ede630a654aeebe7d80640ee9674a": {
"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": ""
}
},
"31abf79b170443fabbbb924ca4220e4c": {
"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
}
},
"32b541d4aa6d4dac8a9dc0e5cdf9ba44": {
"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
}
},
"343312cb90c84c6bbfec606bed32765a": {
"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_4cbc59fddff34f44a0e99e15ff1ae102",
"IPY_MODEL_932c5742442b421389363d2e216626d7",
"IPY_MODEL_f57fce9a80e549609474d84b7d935b33"
],
"layout": "IPY_MODEL_53f6ce3049474fbda959fd52fe9b5890"
}
},
"344f6b55db5e43c7b98750e4cbf907d1": {
"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": ""
}
},
"36f85ae64a1e440b8b15d0c5625bd23f": {
"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
}
},
"37b277adce0f47f58ce4f153ebbf9885": {
"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_ae4269c9c5434ee79eaa31d197e382c0",
"IPY_MODEL_d7ef28d78e19450e82bd3e42a9fab928",
"IPY_MODEL_0b0ce59c58f947c5ab6b456c4b2b8fd8"
],
"layout": "IPY_MODEL_c05b434f65a04a07880f82d5dda991e3"
}
},
"38e3a03149754b048a0459f4e5d00e2a": {
"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": ""
}
},
"398508c460594d22b7fdbf3be15d761b": {
"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": ""
}
},
"3abc1f45407c4c8c9c6b6d676246aa3b": {
"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": ""
}
},
"3bcfc01fccce49ef87f62b0046d54059": {
"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
}
},
"3d4c73330cc44748a4525c7901a281a1": {
"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
}
},
"405277a1c6944a35b1cb082de3b9dbdb": {
"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": ""
}
},
"40f0399f117845b08eff5c5ed84f137d": {
"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": ""
}
},
"426ba1f107354dc78ded5f1ba400895b": {
"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_6d9294f45ab14b139f968dae24663783",
"placeholder": "",
"style": "IPY_MODEL_bd5608c4250a4d35aca16aebd1dba7f2",
"value": "model.safetensors: "
}
},
"453b1c07c5e345fbac74856842c28784": {
"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
}
},
"4b5fa3674a8f467aba1089a39e2978b5": {
"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": ""
}
},
"4b8d88e2c0634338affb3b4d81e77974": {
"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_b7c04ccedc1c48adb34f615f24b8c424",
"placeholder": "",
"style": "IPY_MODEL_db31df39f56546b6a64a55f97b91a8f2",
"value": " 236/236 [00:00<00:00, 19.1kB/s]"
}
},
"4be3ffa40ad14461adeb5bfafad806f6": {
"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
}
},
"4cbc59fddff34f44a0e99e15ff1ae102": {
"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_71cc82a978664061b4778a73ac25afdb",
"placeholder": "",
"style": "IPY_MODEL_d4f41624cbea494f803bd76cd78f315f",
"value": "adapter_model.bin: "
}
},
"4ddc8e1a851c4e9da6ede032d40908f0": {
"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": ""
}
},
"4df8ff8e37004b53adcb9a5b32c40fb2": {
"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": ""
}
},
"5094f58022ca4565873196fde589bec8": {
"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
}
},
"51730e19fe0c4ead871b9b6cf7895e05": {
"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_624a5a04f510474e90ac9aaf7ed264b1",
"placeholder": "",
"style": "IPY_MODEL_405277a1c6944a35b1cb082de3b9dbdb",
"value": "100%"
}
},
"52b547101e8848cb9e5881c3e63eca3c": {
"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_02db395a497443adad709a5a5b2ee463",
"max": 11422778,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_28b224e830e24bbdb9abf547b3789769",
"value": 11422778
}
},
"53f6ce3049474fbda959fd52fe9b5890": {
"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
}
},
"560be4516ac74cd5a29a0b8304976810": {
"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
}
},
"56aac0b6cad64e7a9d672583c633c8bf": {
"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": ""
}
},
"5718ee0ebe1f4cadaf79c14d2a8e5339": {
"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
}
},
"58aa7a36dbd14511a43268242bf3486c": {
"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
}
},
"5b30f4877b554974bb8cdfc9814bb967": {
"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_1b216f51a8714e9dab82dc844fed17bf",
"IPY_MODEL_a87fd32f965c41e68249ba9bf4234691",
"IPY_MODEL_0b7b5a1ecb964a9cbd035b559438fb52"
],
"layout": "IPY_MODEL_453b1c07c5e345fbac74856842c28784"
}
},
"5d835002db074abea3d5b87e0ce72618": {
"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_679a9d5ae6fb4916a2261f556969f3a0",
"placeholder": "",
"style": "IPY_MODEL_09095674ac234d19be3f0454146201c2",
"value": "Map: 100%"
}
},
"5e51b3b8054d477fa3af1cf1682d4304": {
"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
}
},
"60362ddf26274bbda10f888cae24b527": {
"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": ""
}
},
"624a5a04f510474e90ac9aaf7ed264b1": {
"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
}
},
"65a71e24010b4ba4884dc0bb2fe37e1f": {
"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_99831f0a5b204b24923d5ca3d30c42a9",
"IPY_MODEL_52b547101e8848cb9e5881c3e63eca3c",
"IPY_MODEL_b6e67b2b00be4835962dc5939e25a289"
],
"layout": "IPY_MODEL_747b3c80a240453c986bc8db01072394"
}
},
"679a9d5ae6fb4916a2261f556969f3a0": {
"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
}
},
"67dfa13c01f64b589e04c053f89ec671": {
"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
}
},
"6849f7a48eff4ab8a7e01a3e26da7645": {
"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
}
},
"687438cfca3140d4bc132b6b91ab616c": {
"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_f8d6262c216f4226b6d26ad9961b9622",
"placeholder": "",
"style": "IPY_MODEL_00b6d832a0c546c2afb059bd29e54991",
"value": " 11.4M/11.4M [00:00<00:00, 29.2MB/s]"
}
},
"6904076b530c44ae8a34b2fd424b89c0": {
"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
}
},
"69a1c928a91b485e899218b4c48bbd0f": {
"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_d1fdaab3815b4beebd51e5240208c14c",
"placeholder": "",
"style": "IPY_MODEL_0c677a8b3f234e0480995a3f3f511cfc",
"value": "README.md: 100%"
}
},
"6b9552cc29ab4ac7936618bf1f0b1c5c": {
"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
}
},
"6d9294f45ab14b139f968dae24663783": {
"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
}
},
"6d93c3a9f44342bdbf840b6ce3d04ab6": {
"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": ""
}
},
"706d0954642a4ef5b8e3d4ece2fa556e": {
"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": ""
}
},
"71cc82a978664061b4778a73ac25afdb": {
"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
}
},
"747b3c80a240453c986bc8db01072394": {
"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
}
},
"75a890e9c93543eeb2917c165f0d5d20": {
"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": ""
}
},
"75dc3defc03044d5a3d5327f982f4ad9": {
"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_69a1c928a91b485e899218b4c48bbd0f",
"IPY_MODEL_2cd1ab0231be43078bf2b0861c66756b",
"IPY_MODEL_7d6ef80065f2457ca6a584dea0ee193a"
],
"layout": "IPY_MODEL_8deac706db694fd9af003a52d9e65c18"
}
},
"76af8b2071e8453794f432a7c0bf63d0": {
"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_51730e19fe0c4ead871b9b6cf7895e05",
"IPY_MODEL_2c1cdcb9a80446539b3e229c5cc8ce33",
"IPY_MODEL_7b1889d55328460fbd9c348a2a72e3c8"
],
"layout": "IPY_MODEL_8bb5bfadd1984e5a8c0b27dfbb16bf9a"
}
},
"7b1889d55328460fbd9c348a2a72e3c8": {
"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_c9ab627f27d7456d9de249610ffef4a1",
"placeholder": "",
"style": "IPY_MODEL_4b5fa3674a8f467aba1089a39e2978b5",
"value": " 1/1 [00:31<00:00, 31.56s/it]"
}
},
"7b9eed20c6554407afb846170e2d946d": {
"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_27cacb0adaa944c19d80cd9cb0ddffa9",
"IPY_MODEL_b5037ef5dcdc43a9850bb073addc947f",
"IPY_MODEL_cc7ce94c244548c8954b35bb92936bdd"
],
"layout": "IPY_MODEL_3bcfc01fccce49ef87f62b0046d54059"
}
},
"7d6ef80065f2457ca6a584dea0ee193a": {
"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_cf64d3a6baf545bebc84c62b2863a2a3",
"placeholder": "",
"style": "IPY_MODEL_a023e723ac13430087c8f019e7bd2946",
"value": " 629/629 [00:00<00:00, 54.2kB/s]"
}
},
"84a304df3ea4459ebcd3706f57404eba": {
"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_f74d4bc9f00b4cac8de83792f405ad5a",
"placeholder": "",
"style": "IPY_MODEL_4ddc8e1a851c4e9da6ede032d40908f0",
"value": " 6.77k/6.77k [00:00<00:00, 610kB/s]"
}
},
"8b79b01a42614f4e9ae6550703561236": {
"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_225b460bd91b4995b81cb967a7f8c42c",
"max": 500,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_04b79a83f42745449910b1733a8496c7",
"value": 500
}
},
"8b9066519c9546a5b8ad95b239828b89": {
"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_9ec9215968024471a69fa7a9a62db7bb",
"IPY_MODEL_901c6eca0c4a40e7a9ed9fa968874787",
"IPY_MODEL_687438cfca3140d4bc132b6b91ab616c"
],
"layout": "IPY_MODEL_c16a355a4e2443509f3362504882ab7c"
}
},
"8bb5bfadd1984e5a8c0b27dfbb16bf9a": {
"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
}
},
"8d652113d0964829a65fbbcab211e141": {
"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_02302f414c384422920e3e310f597063",
"max": 472,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_a8001e449dca4533bd56918d8da1a69d",
"value": 472
}
},
"8deac706db694fd9af003a52d9e65c18": {
"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
}
},
"8f02d26e18614cd38e891d5ee019bc3d": {
"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
}
},
"901c6eca0c4a40e7a9ed9fa968874787": {
"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_f2da104837ae4a3289e24a1bd7de2415",
"max": 11422778,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_95a67d05e14c40c2a5bdcb322bc61af8",
"value": 11422778
}
},
"91a556fcd64843fe877a580eb3e21826": {
"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
}
},
"921c02b29a564833ae10ac54f220c1d4": {
"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_a383ed5654194fefa9312b747d5d6ed6",
"max": 236,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_03ea6c67112843c9933b3e1a768b77f6",
"value": 236
}
},
"92e84bbf66f34be3aa0da2ff046daf94": {
"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
}
},
"932c5742442b421389363d2e216626d7": {
"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_8f02d26e18614cd38e891d5ee019bc3d",
"max": 74000170,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_fefdd42e29544fdba8ba1dd7f28cc85d",
"value": 74000170
}
},
"95a67d05e14c40c2a5bdcb322bc61af8": {
"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": ""
}
},
"99831f0a5b204b24923d5ca3d30c42a9": {
"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_29d52353241742bf882ade4bc4eeb402",
"placeholder": "",
"style": "IPY_MODEL_c2cd6a947bda4a09ad56b0c2069a9166",
"value": "tokenizer.json: 100%"
}
},
"9b0488d548f3446d8d20af6d3ac56739": {
"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": ""
}
},
"9b22f445c87a44f9afe39de4a20f08f4": {
"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_3d4c73330cc44748a4525c7901a281a1",
"placeholder": "",
"style": "IPY_MODEL_4df8ff8e37004b53adcb9a5b32c40fb2",
"value": " 3.57G/? [00:31<00:00, 905MB/s]"
}
},
"9ec9215968024471a69fa7a9a62db7bb": {
"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_0e372476bcc04cd5a89a7b0626742c7e",
"placeholder": "",
"style": "IPY_MODEL_56aac0b6cad64e7a9d672583c633c8bf",
"value": "tokenizer.json: 100%"
}
},
"9eea1e4a483b4298a6ad67dfca0ff122": {
"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
}
},
"9f197e2d7fb54261acbb2d1ddb8b6a30": {
"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
}
},
"a018604c1f624fb49e1064696a5533fd": {
"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": ""
}
},
"a023e723ac13430087c8f019e7bd2946": {
"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": ""
}
},
"a03e6373939e489c87c8ed6546dc03d6": {
"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": ""
}
},
"a383ed5654194fefa9312b747d5d6ed6": {
"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
}
},
"a4362f76cffa45a89675d66f8f51d440": {
"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_178df7b3c6b74583b70b6ebfd2272336",
"IPY_MODEL_921c02b29a564833ae10ac54f220c1d4",
"IPY_MODEL_4b8d88e2c0634338affb3b4d81e77974"
],
"layout": "IPY_MODEL_67dfa13c01f64b589e04c053f89ec671"
}
},
"a76024ba39194881b63302a11383e84e": {
"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
}
},
"a8001e449dca4533bd56918d8da1a69d": {
"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": ""
}
},
"a87fd32f965c41e68249ba9bf4234691": {
"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": "danger",
"description": "",
"description_tooltip": null,
"layout": "IPY_MODEL_b9974277d199419699e9b2a584f6198f",
"max": 1805551084,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_210d0c13cbec434097f0a9b6b68d456d",
"value": 1805550912
}
},
"a9f65983f1f24d7c9cceaf65c2191c7d": {
"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_36f85ae64a1e440b8b15d0c5625bd23f",
"placeholder": "",
"style": "IPY_MODEL_fd3643434d0f477f90a59dc8e0bf64f2",
"value": " 500/500 [00:00<00:00, 7480.53 examples/s]"
}
},
"aa8a0d882d1047e8a6a08b04df1214ea": {
"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
}
},
"ae4269c9c5434ee79eaa31d197e382c0": {
"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_aa8a0d882d1047e8a6a08b04df1214ea",
"placeholder": "",
"style": "IPY_MODEL_344f6b55db5e43c7b98750e4cbf907d1",
"value": "100%"
}
},
"b3f9eb630a6a4b88857e4d9e1869ffca": {
"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": ""
}
},
"b5037ef5dcdc43a9850bb073addc947f": {
"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_91a556fcd64843fe877a580eb3e21826",
"max": 1,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_6d93c3a9f44342bdbf840b6ce3d04ab6",
"value": 1
}
},
"b6e67b2b00be4835962dc5939e25a289": {
"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_a76024ba39194881b63302a11383e84e",
"placeholder": "",
"style": "IPY_MODEL_40f0399f117845b08eff5c5ed84f137d",
"value": " 11.4M/11.4M [00:00<00:00, 34.1MB/s]"
}
},
"b7c04ccedc1c48adb34f615f24b8c424": {
"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
}
},
"b9974277d199419699e9b2a584f6198f": {
"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
}
},
"bd5608c4250a4d35aca16aebd1dba7f2": {
"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": ""
}
},
"bf95bf76909b418db87bed807a8fcd2e": {
"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
}
},
"c05b434f65a04a07880f82d5dda991e3": {
"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
}
},
"c16a355a4e2443509f3362504882ab7c": {
"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
}
},
"c2cd6a947bda4a09ad56b0c2069a9166": {
"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": ""
}
},
"c9ab627f27d7456d9de249610ffef4a1": {
"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
}
},
"ca279528c62c41559fff7d150a229567": {
"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
}
},
"cc7ce94c244548c8954b35bb92936bdd": {
"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_ea83b9bb0b134206a99628d3fe66503a",
"placeholder": "",
"style": "IPY_MODEL_a018604c1f624fb49e1064696a5533fd",
"value": " 1/1 [00:01<00:00, 1.12s/it]"
}
},
"cf64d3a6baf545bebc84c62b2863a2a3": {
"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
}
},
"d089d26bfd1a4a8488133f0f82b120c3": {
"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
}
},
"d0eb3820302646e9a848da2f936aa9eb": {
"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_19b6b7f26e394d9fb7c2992d71b1fc14",
"placeholder": "",
"style": "IPY_MODEL_007ba2f3f37c48f8a5e7e21a4a2e5a71",
"value": " 472/472 [00:00<00:00, 23.2kB/s]"
}
},
"d180a951e872463c8c39f28f61b3b734": {
"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": ""
}
},
"d1fdaab3815b4beebd51e5240208c14c": {
"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
}
},
"d3de80a9bafa4b4b9c13c4361d6213db": {
"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_dc84dfd9af984f02a09770dffc8f3001",
"max": 6768,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_38e3a03149754b048a0459f4e5d00e2a",
"value": 6768
}
},
"d4f41624cbea494f803bd76cd78f315f": {
"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": ""
}
},
"d7ef28d78e19450e82bd3e42a9fab928": {
"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_58aa7a36dbd14511a43268242bf3486c",
"max": 1,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_9b0488d548f3446d8d20af6d3ac56739",
"value": 1
}
},
"db31df39f56546b6a64a55f97b91a8f2": {
"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": ""
}
},
"dc84dfd9af984f02a09770dffc8f3001": {
"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
}
},
"e411f85b5a0047c4b510565585215493": {
"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
}
},
"e6ffb622331241239867b1477d3da76b": {
"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_5d835002db074abea3d5b87e0ce72618",
"IPY_MODEL_8b79b01a42614f4e9ae6550703561236",
"IPY_MODEL_a9f65983f1f24d7c9cceaf65c2191c7d"
],
"layout": "IPY_MODEL_560be4516ac74cd5a29a0b8304976810"
}
},
"e865b621b4704786998d9e5511bcb522": {
"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_08220a32e37f4b1dab636ea06a786a1f",
"IPY_MODEL_2a76087509dd482a81c297ba44e2ae2e",
"IPY_MODEL_1b7f8aad80c0464b819ee74b7f76d40e"
],
"layout": "IPY_MODEL_6849f7a48eff4ab8a7e01a3e26da7645"
}
},
"ea83b9bb0b134206a99628d3fe66503a": {
"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
}
},
"eb694d1a1a674598bccff290c5c96077": {
"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": ""
}
},
"f187dd6f0dbf4f49bca90bd394f27e23": {
"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_1a0a4ae3d6c147c3bbb72e703858aedc",
"IPY_MODEL_d3de80a9bafa4b4b9c13c4361d6213db",
"IPY_MODEL_84a304df3ea4459ebcd3706f57404eba"
],
"layout": "IPY_MODEL_6904076b530c44ae8a34b2fd424b89c0"
}
},
"f2da104837ae4a3289e24a1bd7de2415": {
"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
}
},
"f57fce9a80e549609474d84b7d935b33": {
"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_ca279528c62c41559fff7d150a229567",
"placeholder": "",
"style": "IPY_MODEL_3abc1f45407c4c8c9c6b6d676246aa3b",
"value": " 80.0M/? [00:01<00:00, 79.9MB/s]"
}
},
"f74d4bc9f00b4cac8de83792f405ad5a": {
"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
}
},
"f8d6262c216f4226b6d26ad9961b9622": {
"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
}
},
"fb6566ed643a473e892e68b55fa3ef29": {
"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": ""
}
},
"fd3643434d0f477f90a59dc8e0bf64f2": {
"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": ""
}
},
"fefdd42e29544fdba8ba1dd7f28cc85d": {
"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": ""
}
}
}
}
},
"nbformat": 4,
"nbformat_minor": 0
}