Inference_with_online_image.ipynb

{"cells":[{"cell_type":"code","execution_count":1,"metadata":{"execution":{"iopub.execute_input":"2024-10-04T12:03:00.901077Z","iopub.status.busy":"2024-10-04T12:03:00.900029Z","iopub.status.idle":"2024-10-04T12:03:58.433812Z","shell.execute_reply":"2024-10-04T12:03:58.432498Z","shell.execute_reply.started":"2024-10-04T12:03:00.900988Z"},"id":"CZqgpDAQ3Xi5","trusted":true},"outputs":[{"name":"stdout","output_type":"stream","text":["Collecting git+https://github.com/huggingface/transformers.git\n","  Cloning https://github.com/huggingface/transformers.git to /tmp/pip-req-build-lcd_u485\n","  Running command git clone --filter=blob:none --quiet https://github.com/huggingface/transformers.git /tmp/pip-req-build-lcd_u485\n","  Resolved https://github.com/huggingface/transformers.git to commit 061c2c4c387f05350aa63b284f7910d69588c79f\n","  Installing build dependencies ... \u001b[?25ldone\n","\u001b[?25h  Getting requirements to build wheel ... \u001b[?25ldone\n","\u001b[?25h  Preparing metadata (pyproject.toml) ... \u001b[?25ldone\n","\u001b[?25hRequirement already satisfied: filelock in /opt/conda/lib/python3.10/site-packages (from transformers==4.46.0.dev0) (3.15.1)\n","Requirement already satisfied: huggingface-hub<1.0,>=0.23.2 in /opt/conda/lib/python3.10/site-packages (from transformers==4.46.0.dev0) (0.25.1)\n","Requirement already satisfied: numpy>=1.17 in /opt/conda/lib/python3.10/site-packages (from transformers==4.46.0.dev0) (1.26.4)\n","Requirement already satisfied: packaging>=20.0 in /opt/conda/lib/python3.10/site-packages (from transformers==4.46.0.dev0) (21.3)\n","Requirement already satisfied: pyyaml>=5.1 in /opt/conda/lib/python3.10/site-packages (from transformers==4.46.0.dev0) (6.0.2)\n","Requirement already satisfied: regex!=2019.12.17 in /opt/conda/lib/python3.10/site-packages (from transformers==4.46.0.dev0) (2024.5.15)\n","Requirement already satisfied: requests in /opt/conda/lib/python3.10/site-packages (from transformers==4.46.0.dev0) (2.32.3)\n","Requirement already satisfied: tokenizers<0.21,>=0.20 in /opt/conda/lib/python3.10/site-packages (from transformers==4.46.0.dev0) (0.20.0)\n","Requirement already satisfied: safetensors>=0.4.1 in /opt/conda/lib/python3.10/site-packages (from transformers==4.46.0.dev0) (0.4.5)\n","Requirement already satisfied: tqdm>=4.27 in /opt/conda/lib/python3.10/site-packages (from transformers==4.46.0.dev0) (4.66.4)\n","Requirement already satisfied: fsspec>=2023.5.0 in /opt/conda/lib/python3.10/site-packages (from huggingface-hub<1.0,>=0.23.2->transformers==4.46.0.dev0) (2024.6.1)\n","Requirement already satisfied: typing-extensions>=3.7.4.3 in /opt/conda/lib/python3.10/site-packages (from huggingface-hub<1.0,>=0.23.2->transformers==4.46.0.dev0) (4.12.2)\n","Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /opt/conda/lib/python3.10/site-packages (from packaging>=20.0->transformers==4.46.0.dev0) (3.1.2)\n","Requirement already satisfied: charset-normalizer<4,>=2 in /opt/conda/lib/python3.10/site-packages (from requests->transformers==4.46.0.dev0) (3.3.2)\n","Requirement already satisfied: idna<4,>=2.5 in /opt/conda/lib/python3.10/site-packages (from requests->transformers==4.46.0.dev0) (3.7)\n","Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/conda/lib/python3.10/site-packages (from requests->transformers==4.46.0.dev0) (1.26.18)\n","Requirement already satisfied: certifi>=2017.4.17 in /opt/conda/lib/python3.10/site-packages (from requests->transformers==4.46.0.dev0) (2024.8.30)\n"]}],"source":["import torch\n","!pip install --upgrade -q accelerate bitsandbytes\n","!pip install git+https://github.com/huggingface/transformers.git"]},{"cell_type":"code","execution_count":2,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":178,"referenced_widgets":["51bf50354d844dfcb17591bd89a2b830","99fc380125914958b8df2a15b5700325","510694fdfa5448448f9f637721f0cb67","e300ec739a8d428bad5905c1eea8964c","7f731aafd7814c46930e151f2aa65cd2","ad9fab247501472d850e760592f1bb1d","3645551f4b2d4e87aeeadc52cb103e1e","036999a43df84000bee444cc24697a33","26a68ebaec784b4ab66195e22a0962e8","e0e2a392e92746b1b176e5e30eff5e15","f40490045a1f411c916ea6fcbfb43a3a"]},"execution":{"iopub.execute_input":"2024-10-04T12:04:05.989564Z","iopub.status.busy":"2024-10-04T12:04:05.988399Z","iopub.status.idle":"2024-10-04T12:05:08.407648Z","shell.execute_reply":"2024-10-04T12:05:08.406526Z","shell.execute_reply.started":"2024-10-04T12:04:05.989505Z"},"id":"_TkhKN4A1krQ","outputId":"47db9020-96c2-4409-bfdb-63c4972173d0","trusted":true},"outputs":[{"data":{"application/vnd.jupyter.widget-view+json":{"model_id":"0b799c1e9e4c4bc9867acdb0800356f5","version_major":2,"version_minor":0},"text/plain":["Loading checkpoint shards:   0%|          | 0/3 [00:00<?, ?it/s]"]},"metadata":{},"output_type":"display_data"},{"data":{"application/vnd.jupyter.widget-view+json":{"model_id":"f30686a410b746108a802b5af0b9c956","version_major":2,"version_minor":0},"text/plain":["adapter_model.safetensors:   0%|          | 0.00/80.0M [00:00<?, ?B/s]"]},"metadata":{},"output_type":"display_data"}],"source":["from transformers import AutoProcessor, LlavaForConditionalGeneration, BitsAndBytesConfig\n","\n","bnb_config = BitsAndBytesConfig(\n","    load_in_4bit=True,\n","    bnb_4bit_compute_dtype=torch.float16,\n","    bnb_4bit_quant_type=\"nf4\",\n",")\n","\n","original_model_id = \"llava-hf/llava-1.5-7b-hf\"\n","model_id = \"akibc123/llava_for_circuit_netlist\"\n","model = LlavaForConditionalGeneration.from_pretrained(\n","    model_id,\n","    torch_dtype=torch.float16,\n","    quantization_config=bnb_config,\n","    low_cpu_mem_usage=True,\n",")\n","# processor is not changed so we still load from the original model repo\n","processor = AutoProcessor.from_pretrained(original_model_id)"]},{"cell_type":"code","execution_count":12,"metadata":{"execution":{"iopub.execute_input":"2024-10-04T12:13:38.374693Z","iopub.status.busy":"2024-10-04T12:13:38.373778Z","iopub.status.idle":"2024-10-04T12:13:38.769407Z","shell.execute_reply":"2024-10-04T12:13:38.768419Z","shell.execute_reply.started":"2024-10-04T12:13:38.374649Z"},"scrolled":true,"trusted":true},"outputs":[{"data":{"image/jpeg":"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","image/png":"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","text/plain":["<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=700x350>"]},"metadata":{},"output_type":"display_data"}],"source":["import requests\n","from PIL import Image\n","from io import BytesIO\n","url = 'https://www.allaboutcircuits.com/uploads/thumbnails/Figure_1._Circuit_for_explaining_the_branch_current_method_.jpg'\n","response = requests.get(url)\n","image1 = Image.open(BytesIO(response.content))\n","\n","#image1 = Image.open('https://eepower.com/uploads/articles/understanding-dc-circuit-capacitor-behavior-fig1.jpg')\n","\n","display(image1)\n"]},{"cell_type":"code","execution_count":13,"metadata":{"execution":{"iopub.execute_input":"2024-10-04T12:13:42.052537Z","iopub.status.busy":"2024-10-04T12:13:42.051735Z","iopub.status.idle":"2024-10-04T12:13:42.071974Z","shell.execute_reply":"2024-10-04T12:13:42.071069Z","shell.execute_reply.started":"2024-10-04T12:13:42.052496Z"},"trusted":true},"outputs":[{"name":"stdout","output_type":"stream","text":["input_ids torch.Size([1, 22])\n","attention_mask torch.Size([1, 22])\n","pixel_values torch.Size([1, 3, 336, 336])\n"]}],"source":["prompts = [\n","            \"USER: <image>\\n Generate a netlist for the circut\\nASSISTANT:\"\n","]\n","\n","inputs = processor(image1, prompts, padding=True, return_tensors=\"pt\").to(\"cuda\")\n","for k,v in inputs.items():\n","  print(k,v.shape)"]},{"cell_type":"code","execution_count":14,"metadata":{"execution":{"iopub.execute_input":"2024-10-04T12:13:44.497142Z","iopub.status.busy":"2024-10-04T12:13:44.496321Z","iopub.status.idle":"2024-10-04T12:13:56.275829Z","shell.execute_reply":"2024-10-04T12:13:56.274296Z","shell.execute_reply.started":"2024-10-04T12:13:44.497097Z"},"trusted":true},"outputs":[{"name":"stdout","output_type":"stream","text":[" Multiple dc sources v1 1 0 dc 24 v2 3 0 dc 12 r1 1 2 4 r2 2 3 7 r3 2 0 1\n"]}],"source":["output = model.generate(**inputs, max_new_tokens= 50)\n","generated_text = processor.batch_decode(output, skip_special_tokens=True)\n","for text in generated_text:\n","  print(text.split(\"ASSISTANT:\")[-1])"]}],"metadata":{"accelerator":"GPU","colab":{"gpuType":"T4","provenance":[]},"kaggle":{"accelerator":"gpu","dataSources":[{"datasetId":5815561,"sourceId":9545712,"sourceType":"datasetVersion"},{"datasetId":5652087,"sourceId":9542831,"sourceType":"datasetVersion"}],"isGpuEnabled":true,"isInternetEnabled":true,"language":"python","sourceType":"notebook"},"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.10.14"},"widgets":{"application/vnd.jupyter.widget-state+json":{"036999a43df84000bee444cc24697a33":{"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}},"0b99afe61e1245f09d2d9801ea15a678":{"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_e743a0f505274f4f8503fbf5fa28768b","placeholder":"​","style":"IPY_MODEL_9c34f7b5367f412598d8e8bc6ee641bb","value":" 80.0M/80.0M [00:04&lt;00:00, 31.0MB/s]"}},"26a68ebaec784b4ab66195e22a0962e8":{"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":""}},"3645551f4b2d4e87aeeadc52cb103e1e":{"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":""}},"44850ef925464e39b10fd4ee37e7c870":{"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_b4a8bb1483804d8782e6b8cb4cc07562","max":80019840,"min":0,"orientation":"horizontal","style":"IPY_MODEL_be053ec99f98471c83265d716a10a9c4","value":80019840}},"510694fdfa5448448f9f637721f0cb67":{"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_036999a43df84000bee444cc24697a33","max":3,"min":0,"orientation":"horizontal","style":"IPY_MODEL_26a68ebaec784b4ab66195e22a0962e8","value":3}},"51bf50354d844dfcb17591bd89a2b830":{"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_99fc380125914958b8df2a15b5700325","IPY_MODEL_510694fdfa5448448f9f637721f0cb67","IPY_MODEL_e300ec739a8d428bad5905c1eea8964c"],"layout":"IPY_MODEL_7f731aafd7814c46930e151f2aa65cd2"}},"7f731aafd7814c46930e151f2aa65cd2":{"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}},"99fc380125914958b8df2a15b5700325":{"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_ad9fab247501472d850e760592f1bb1d","placeholder":"​","style":"IPY_MODEL_3645551f4b2d4e87aeeadc52cb103e1e","value":"Loading checkpoint shards: 100%"}},"9c34f7b5367f412598d8e8bc6ee641bb":{"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":""}},"9d2d00d71ea04a99bc25d40523313c44":{"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_f7e27da518404dd18c22b3157e6e1bfb","IPY_MODEL_44850ef925464e39b10fd4ee37e7c870","IPY_MODEL_0b99afe61e1245f09d2d9801ea15a678"],"layout":"IPY_MODEL_e1dcd8db96be44ee8751d3a238ddc6b1"}},"ad9fab247501472d850e760592f1bb1d":{"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}},"b2db24d5e8d241c18d395262b4d2b4ee":{"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}},"b4a8bb1483804d8782e6b8cb4cc07562":{"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}},"be053ec99f98471c83265d716a10a9c4":{"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":""}},"c5be34eb7ec44a648b97ed0fa996eaa2":{"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":""}},"e0e2a392e92746b1b176e5e30eff5e15":{"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}},"e1dcd8db96be44ee8751d3a238ddc6b1":{"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}},"e300ec739a8d428bad5905c1eea8964c":{"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_e0e2a392e92746b1b176e5e30eff5e15","placeholder":"​","style":"IPY_MODEL_f40490045a1f411c916ea6fcbfb43a3a","value":" 3/3 [01:16&lt;00:00, 24.89s/it]"}},"e743a0f505274f4f8503fbf5fa28768b":{"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}},"f40490045a1f411c916ea6fcbfb43a3a":{"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":""}},"f7e27da518404dd18c22b3157e6e1bfb":{"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_b2db24d5e8d241c18d395262b4d2b4ee","placeholder":"​","style":"IPY_MODEL_c5be34eb7ec44a648b97ed0fa996eaa2","value":"adapter_model.safetensors: 100%"}}}}},"nbformat":4,"nbformat_minor":4}