{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "machine_shape": "hm", "gpuType": "T4", "provenance": [] }, "accelerator": "GPU", "kaggle": { "accelerator": "gpu" }, "language_info": { "name": "python" }, "kernelspec": { "name": "python3", "display_name": "Python 3" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "a2e3fda24d2846dfa495bd74b5d7edd0": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_1d6c1ce37358445dba234844818e53d2", "IPY_MODEL_d6cd6206d13d48898c71843a339bd7ce", "IPY_MODEL_aa4c295c27374987a98f763be775bd41" ], "layout": "IPY_MODEL_02a19a68d7b44fc88c93bda8d08ada08" } }, "1d6c1ce37358445dba234844818e53d2": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_6c216f781ed24c87a4634f82ef03c814", "placeholder": "​", "style": "IPY_MODEL_a21ce20a92ca48c9b1eac8aa13e3ee8c", "value": "config.json: " } }, "d6cd6206d13d48898c71843a339bd7ce": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_e17eb89bee1a48efac7e9789596c9b0c", "max": 1, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_54e3f586b54a4e64892a750b58a89a3a", "value": 1 } }, "aa4c295c27374987a98f763be775bd41": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_f881eb187f7c48d2833e2ff0837dfe53", "placeholder": "​", "style": "IPY_MODEL_cd6b5d60fd984a76b4e7ed8bb2e67461", "value": " 4.60k/? [00:00<00:00, 154kB/s]" } }, "02a19a68d7b44fc88c93bda8d08ada08": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "6c216f781ed24c87a4634f82ef03c814": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "a21ce20a92ca48c9b1eac8aa13e3ee8c": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "e17eb89bee1a48efac7e9789596c9b0c": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": "20px" } }, "54e3f586b54a4e64892a750b58a89a3a": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "f881eb187f7c48d2833e2ff0837dfe53": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "cd6b5d60fd984a76b4e7ed8bb2e67461": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "e4b62144f58c4a55af61a9632a3ad961": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_258a799bd02c42a0a9392b845eafa08f", "IPY_MODEL_01836d590ace47ffa409ac7b15ca73b2", "IPY_MODEL_6b262ab7cc9b439c80a358ea5272c8f7" ], "layout": "IPY_MODEL_89515a5f59c5438fbfe5c1462aad5cc9" } }, "258a799bd02c42a0a9392b845eafa08f": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_bd7fb4ec876e4525a2ed5abb8be3bef9", "placeholder": "​", "style": "IPY_MODEL_825814bc86b5489f88fb58c550398d40", "value": "preprocessor_config.json: 100%" } }, "01836d590ace47ffa409ac7b15ca73b2": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_2faede74aa3943db970dc76964f077b4", "max": 445, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_29655b7fb8aa4f0bb7f1878dd782ce7a", "value": 445 } }, "6b262ab7cc9b439c80a358ea5272c8f7": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_c1aa6dc7f43042dab3a7531c00cebaa5", "placeholder": "​", "style": "IPY_MODEL_fe1be7272973487dad24872e0099908a", "value": " 445/445 [00:00<00:00, 40.1kB/s]" } }, "89515a5f59c5438fbfe5c1462aad5cc9": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "bd7fb4ec876e4525a2ed5abb8be3bef9": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "825814bc86b5489f88fb58c550398d40": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "2faede74aa3943db970dc76964f077b4": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "29655b7fb8aa4f0bb7f1878dd782ce7a": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "c1aa6dc7f43042dab3a7531c00cebaa5": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "fe1be7272973487dad24872e0099908a": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "cd18e3be5d7846b38f019fb2edde8077": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_6a5baab2949d4779a92e7988aeb30a45", "IPY_MODEL_04f1bae697294e8eb962b5c72be50173", "IPY_MODEL_8f30b0d6fd34440c8f8301986e878586" ], "layout": "IPY_MODEL_07a619874be0498eb976672981ee1328" } }, "6a5baab2949d4779a92e7988aeb30a45": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_b19874922cad4582957cf9493f4ad16b", "placeholder": "​", "style": "IPY_MODEL_8afd43c748964f949b1ca098fc439b44", "value": "tokenizer_config.json: 100%" } }, "04f1bae697294e8eb962b5c72be50173": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_9f104f69576a420ab70b2bfd7900a0ad", "max": 527, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_d1f0e32d5d3e42f7a903a61f7acd24c0", "value": 527 } }, "8f30b0d6fd34440c8f8301986e878586": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_4348eb9be6ce4059a4df96ba159f0efd", "placeholder": "​", "style": "IPY_MODEL_bd8ab51e99894a62989ac384f50ef8b5", "value": " 527/527 [00:00<00:00, 45.6kB/s]" } }, "07a619874be0498eb976672981ee1328": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "b19874922cad4582957cf9493f4ad16b": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "8afd43c748964f949b1ca098fc439b44": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "9f104f69576a420ab70b2bfd7900a0ad": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "d1f0e32d5d3e42f7a903a61f7acd24c0": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "4348eb9be6ce4059a4df96ba159f0efd": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "bd8ab51e99894a62989ac384f50ef8b5": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "cfc859c08b1d4532a0c20c7f79994172": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_fce737f0c3fd4e33b26ec0bee11c937b", "IPY_MODEL_369907f9c91f45558311e6f662055b37", "IPY_MODEL_f6b933fb3d854beab1a597135b087619" ], "layout": "IPY_MODEL_aaa540b05c674e5e9306ba9f38ce68a0" } }, "fce737f0c3fd4e33b26ec0bee11c937b": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_f71bc57df1614214a29da52d4b88dc43", "placeholder": "​", "style": "IPY_MODEL_218d73a4d06f459b891dfc83cc1b0636", "value": "vocab.txt: " } }, "369907f9c91f45558311e6f662055b37": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_5815a3ef0ca84e1eadb80f7d1d1c4faa", "max": 1, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_996cc4d24f5444068df63122a4013809", "value": 1 } }, "f6b933fb3d854beab1a597135b087619": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_b0fc2c286ab242cc8ac49d74727c9f7e", "placeholder": "​", "style": "IPY_MODEL_c79fbb96f2824e1da0c1c8e6b917f7b6", "value": " 232k/? [00:00<00:00, 10.6MB/s]" } }, "aaa540b05c674e5e9306ba9f38ce68a0": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "f71bc57df1614214a29da52d4b88dc43": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "218d73a4d06f459b891dfc83cc1b0636": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "5815a3ef0ca84e1eadb80f7d1d1c4faa": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": "20px" } }, "996cc4d24f5444068df63122a4013809": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "b0fc2c286ab242cc8ac49d74727c9f7e": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "c79fbb96f2824e1da0c1c8e6b917f7b6": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "465eb2952fb2422dbc8ac4003f56af12": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_ed9f6f3215c146d8be9aef173d00bb72", "IPY_MODEL_690a32010747488a830948b00bac4e68", "IPY_MODEL_48a5d0c2c8824a67a7fece4c390a6a33" ], "layout": "IPY_MODEL_5c9cd44420f74dc58c76c70c80076fa3" } }, "ed9f6f3215c146d8be9aef173d00bb72": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_4496daf941a5475b960d9635de533e99", "placeholder": "​", "style": "IPY_MODEL_afbe50cb3fae4c898913e541f1b1d32c", "value": "tokenizer.json: " } }, "690a32010747488a830948b00bac4e68": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_54cf4bcc406d42ffb42f855c4671f851", "max": 1, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_e7994cb10aaf46068813e72b5e56fba5", "value": 1 } }, "48a5d0c2c8824a67a7fece4c390a6a33": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_30d6064b34d4400c8a87c743863f45a1", "placeholder": "​", "style": "IPY_MODEL_1671085eb53b405496860c737be07cdf", "value": " 711k/? [00:00<00:00, 34.5MB/s]" } }, "5c9cd44420f74dc58c76c70c80076fa3": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "4496daf941a5475b960d9635de533e99": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "afbe50cb3fae4c898913e541f1b1d32c": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "54cf4bcc406d42ffb42f855c4671f851": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": "20px" } }, "e7994cb10aaf46068813e72b5e56fba5": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "30d6064b34d4400c8a87c743863f45a1": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "1671085eb53b405496860c737be07cdf": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "16aa2b52024e438eae4c1a599bd5f3ce": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_fd35921f6fec455ebaa7047587732648", "IPY_MODEL_af3f647cadd247948f146679fe7ac837", "IPY_MODEL_4dd8b9d758674ca0aabb847fe37b0391" ], "layout": "IPY_MODEL_c59fef17b26a42a0b0dd371acf97d9bb" } }, "fd35921f6fec455ebaa7047587732648": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_bee65c5384124a7b8ad6c0e7629836ad", "placeholder": "​", "style": "IPY_MODEL_098e2a2327ea4fc0adfc99268baa7382", "value": "special_tokens_map.json: 100%" } }, "af3f647cadd247948f146679fe7ac837": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_fa4b7cb514344d5a95e783acb905f594", "max": 125, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_046ce15dde354f54bf56285a6fdf04ba", "value": 125 } }, "4dd8b9d758674ca0aabb847fe37b0391": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_33728ee6ddb94d1e8e0a34c63dcc28aa", "placeholder": "​", "style": "IPY_MODEL_1925e9d9724d42e180b2f1c79c29ed11", "value": " 125/125 [00:00<00:00, 15.5kB/s]" } }, "c59fef17b26a42a0b0dd371acf97d9bb": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "bee65c5384124a7b8ad6c0e7629836ad": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "098e2a2327ea4fc0adfc99268baa7382": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "fa4b7cb514344d5a95e783acb905f594": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "046ce15dde354f54bf56285a6fdf04ba": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "33728ee6ddb94d1e8e0a34c63dcc28aa": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "1925e9d9724d42e180b2f1c79c29ed11": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "7b284e957d8b4d7b9fadac551463c601": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_48d3be9e3e434cc9b7dc2e517edb730d", "IPY_MODEL_e7d9a47ab2564a779396580c1c78e973", "IPY_MODEL_b3212fbd32584b269f8ff3cb59e76833" ], "layout": "IPY_MODEL_b410c22c09c54d5bbb92ff24aa2da8c0" } }, "48d3be9e3e434cc9b7dc2e517edb730d": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_f63ec110ac93470b927a7b251e4085ea", "placeholder": "​", "style": "IPY_MODEL_4d41dd9464aa446ebb5cf29a403a53b5", "value": "model.safetensors: 100%" } }, "e7d9a47ab2564a779396580c1c78e973": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_7d06b4932cdb48d5a91a242e98cca113", "max": 1879014680, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_88c24eda44f54f11927e8fcc019ef008", "value": 1879014680 } }, "b3212fbd32584b269f8ff3cb59e76833": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_989545945ec34b43aa19438bba601108", "placeholder": "​", "style": "IPY_MODEL_b805b8d501924299a0a999569d207e08", "value": " 1.88G/1.88G [00:21<00:00, 94.1MB/s]" } }, "b410c22c09c54d5bbb92ff24aa2da8c0": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "f63ec110ac93470b927a7b251e4085ea": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "4d41dd9464aa446ebb5cf29a403a53b5": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "7d06b4932cdb48d5a91a242e98cca113": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "88c24eda44f54f11927e8fcc019ef008": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "989545945ec34b43aa19438bba601108": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "b805b8d501924299a0a999569d207e08": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "c5d1285d7f344a49bbfbb6f0568aacf1": { "model_module": "@jupyter-widgets/controls", "model_name": "HBoxModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_fa607c85137840f6b8e25242ad385689", "IPY_MODEL_6bada2d336ab4fb3a430ca3b4e8da088", "IPY_MODEL_03a3f107e65b456991b26839cefc4f62" ], "layout": "IPY_MODEL_43cf3230a3fa42ecbde4557490a7ba1d" } }, "fa607c85137840f6b8e25242ad385689": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_e91d961032424e2a9d6e906918d63845", "placeholder": "​", "style": "IPY_MODEL_e4b126c11aae48e895808d301c1fb93c", "value": "Loading weights: 100%" } }, "6bada2d336ab4fb3a430ca3b4e8da088": { "model_module": "@jupyter-widgets/controls", "model_name": "FloatProgressModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_94d7dab2564041e59956c0ed5f5553c2", "max": 616, "min": 0, "orientation": "horizontal", "style": "IPY_MODEL_781ea576e5054b3e88aa8853c9643594", "value": 616 } }, "03a3f107e65b456991b26839cefc4f62": { "model_module": "@jupyter-widgets/controls", "model_name": "HTMLModel", "model_module_version": "1.5.0", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", "_view_name": "HTMLView", "description": "", "description_tooltip": null, "layout": "IPY_MODEL_de7a35d8f9ed4450b1aa69f72e3ccbc3", "placeholder": "​", "style": "IPY_MODEL_24f7b1b4bd514756b4a59120cdcff2aa", "value": " 616/616 [00:00<00:00, 822.92it/s, Materializing param=vision_model.post_layernorm.weight]" } }, "43cf3230a3fa42ecbde4557490a7ba1d": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "e91d961032424e2a9d6e906918d63845": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "e4b126c11aae48e895808d301c1fb93c": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "94d7dab2564041e59956c0ed5f5553c2": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "781ea576e5054b3e88aa8853c9643594": { "model_module": "@jupyter-widgets/controls", "model_name": "ProgressStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "de7a35d8f9ed4450b1aa69f72e3ccbc3": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "24f7b1b4bd514756b4a59120cdcff2aa": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } } } } }, "cells": [ { "cell_type": "code", "source": [ "!pip install -U transformers" ], "metadata": { "id": "jVza4xbu3d20" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "source": [ "## Local Inference on GPU\n", "Model page: https://huggingface.co/Salesforce/blip-image-captioning-large\n", "\n", "⚠️ If the generated code snippets do not work, please open an issue on either the [model repo](https://huggingface.co/Salesforce/blip-image-captioning-large)\n", "\t\t\tand/or on [huggingface.js](https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/src/model-libraries-snippets.ts) 🙏" ], "metadata": { "id": "VOGF_2U03d21" } }, { "cell_type": "code", "source": [ "# Use a pipeline as a high-level helper\n", "# Warning: Pipeline type \"image-to-text\" is no longer supported in transformers v5.\n", "# You must load the model directly (see below) or downgrade to v4.x with:\n", "# 'pip install \"transformers<5.0.0'\n", "from transformers import pipeline\n", "\n", "pipe = pipeline(\"image-to-text\", model=\"Salesforce/blip-image-captioning-large\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 634, "referenced_widgets": [ "a2e3fda24d2846dfa495bd74b5d7edd0", "1d6c1ce37358445dba234844818e53d2", "d6cd6206d13d48898c71843a339bd7ce", "aa4c295c27374987a98f763be775bd41", "02a19a68d7b44fc88c93bda8d08ada08", "6c216f781ed24c87a4634f82ef03c814", "a21ce20a92ca48c9b1eac8aa13e3ee8c", "e17eb89bee1a48efac7e9789596c9b0c", "54e3f586b54a4e64892a750b58a89a3a", "f881eb187f7c48d2833e2ff0837dfe53", "cd6b5d60fd984a76b4e7ed8bb2e67461" ] }, "id": "eHwGMTrc3d21", "outputId": "5e16801b-6963-4d6b-e701-13f1739dae5a" }, "execution_count": 1, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "/usr/local/lib/python3.12/dist-packages/huggingface_hub/utils/_auth.py:93: UserWarning: \n", "The secret `HF_TOKEN` does not exist in your Colab secrets.\n", "To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n", "You will be able to reuse this secret in all of your notebooks.\n", "Please note that authentication is recommended but still optional to access public models or datasets.\n", " warnings.warn(\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "config.json: 0.00B [00:00, ?B/s]" ], "application/vnd.jupyter.widget-view+json": { "version_major": 2, "version_minor": 0, "model_id": "a2e3fda24d2846dfa495bd74b5d7edd0" } }, "metadata": {} }, { "output_type": "stream", "name": "stderr", "text": [ "Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.\n", "WARNING:huggingface_hub.utils._http:Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.\n" ] }, { "output_type": "error", "ename": "KeyError", "evalue": "\"Unknown task image-to-text, available tasks are ['any-to-any', 'audio-classification', 'automatic-speech-recognition', 'depth-estimation', 'document-question-answering', 'feature-extraction', 'fill-mask', 'image-classification', 'image-feature-extraction', 'image-segmentation', 'image-text-to-text', 'image-to-image', 'keypoint-matching', 'mask-generation', 'ner', 'object-detection', 'question-answering', 'sentiment-analysis', 'table-question-answering', 'text-classification', 'text-generation', 'text-to-audio', 'text-to-speech', 'token-classification', 'video-classification', 'visual-question-answering', 'vqa', 'zero-shot-audio-classification', 'zero-shot-classification', 'zero-shot-image-classification', 'zero-shot-object-detection', 'translation_XX_to_YY']\"", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", "\u001b[0;32m/tmp/ipykernel_9076/1487839990.py\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mtransformers\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mpipeline\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 7\u001b[0;31m \u001b[0mpipe\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpipeline\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"image-to-text\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"Salesforce/blip-image-captioning-large\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", "\u001b[0;32m/usr/local/lib/python3.12/dist-packages/transformers/pipelines/__init__.py\u001b[0m in \u001b[0;36mpipeline\u001b[0;34m(task, model, config, tokenizer, feature_extractor, image_processor, processor, revision, use_fast, token, device, device_map, dtype, trust_remote_code, model_kwargs, pipeline_class, **kwargs)\u001b[0m\n\u001b[1;32m 775\u001b[0m )\n\u001b[1;32m 776\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 777\u001b[0;31m \u001b[0mnormalized_task\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtargeted_task\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtask_options\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcheck_task\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtask\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 778\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mpipeline_class\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 779\u001b[0m \u001b[0mpipeline_class\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtargeted_task\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"impl\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m/usr/local/lib/python3.12/dist-packages/transformers/pipelines/__init__.py\u001b[0m in \u001b[0;36mcheck_task\u001b[0;34m(task)\u001b[0m\n\u001b[1;32m 379\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 380\u001b[0m \"\"\"\n\u001b[0;32m--> 381\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mPIPELINE_REGISTRY\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcheck_task\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtask\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 382\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 383\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m/usr/local/lib/python3.12/dist-packages/transformers/pipelines/base.py\u001b[0m in \u001b[0;36mcheck_task\u001b[0;34m(self, task)\u001b[0m\n\u001b[1;32m 1354\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"Invalid translation task {task}, use 'translation_XX_to_YY' format\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1355\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1356\u001b[0;31m raise KeyError(\n\u001b[0m\u001b[1;32m 1357\u001b[0m \u001b[0;34mf\"Unknown task {task}, available tasks are {self.get_supported_tasks() + ['translation_XX_to_YY']}\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1358\u001b[0m )\n", "\u001b[0;31mKeyError\u001b[0m: \"Unknown task image-to-text, available tasks are ['any-to-any', 'audio-classification', 'automatic-speech-recognition', 'depth-estimation', 'document-question-answering', 'feature-extraction', 'fill-mask', 'image-classification', 'image-feature-extraction', 'image-segmentation', 'image-text-to-text', 'image-to-image', 'keypoint-matching', 'mask-generation', 'ner', 'object-detection', 'question-answering', 'sentiment-analysis', 'table-question-answering', 'text-classification', 'text-generation', 'text-to-audio', 'text-to-speech', 'token-classification', 'video-classification', 'visual-question-answering', 'vqa', 'zero-shot-audio-classification', 'zero-shot-classification', 'zero-shot-image-classification', 'zero-shot-object-detection', 'translation_XX_to_YY']\"" ] } ] }, { "cell_type": "code", "source": [ "# Load model directly\n", "from transformers import AutoProcessor, AutoModelForImageTextToText\n", "\n", "processor = AutoProcessor.from_pretrained(\"Salesforce/blip-image-captioning-large\")\n", "model = AutoModelForImageTextToText.from_pretrained(\"Salesforce/blip-image-captioning-large\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 417, "referenced_widgets": [ "e4b62144f58c4a55af61a9632a3ad961", "258a799bd02c42a0a9392b845eafa08f", "01836d590ace47ffa409ac7b15ca73b2", "6b262ab7cc9b439c80a358ea5272c8f7", "89515a5f59c5438fbfe5c1462aad5cc9", "bd7fb4ec876e4525a2ed5abb8be3bef9", "825814bc86b5489f88fb58c550398d40", "2faede74aa3943db970dc76964f077b4", "29655b7fb8aa4f0bb7f1878dd782ce7a", "c1aa6dc7f43042dab3a7531c00cebaa5", "fe1be7272973487dad24872e0099908a", "cd18e3be5d7846b38f019fb2edde8077", "6a5baab2949d4779a92e7988aeb30a45", "04f1bae697294e8eb962b5c72be50173", "8f30b0d6fd34440c8f8301986e878586", "07a619874be0498eb976672981ee1328", "b19874922cad4582957cf9493f4ad16b", "8afd43c748964f949b1ca098fc439b44", "9f104f69576a420ab70b2bfd7900a0ad", "d1f0e32d5d3e42f7a903a61f7acd24c0", "4348eb9be6ce4059a4df96ba159f0efd", "bd8ab51e99894a62989ac384f50ef8b5", "cfc859c08b1d4532a0c20c7f79994172", "fce737f0c3fd4e33b26ec0bee11c937b", "369907f9c91f45558311e6f662055b37", "f6b933fb3d854beab1a597135b087619", "aaa540b05c674e5e9306ba9f38ce68a0", "f71bc57df1614214a29da52d4b88dc43", "218d73a4d06f459b891dfc83cc1b0636", "5815a3ef0ca84e1eadb80f7d1d1c4faa", "996cc4d24f5444068df63122a4013809", "b0fc2c286ab242cc8ac49d74727c9f7e", "c79fbb96f2824e1da0c1c8e6b917f7b6", "465eb2952fb2422dbc8ac4003f56af12", "ed9f6f3215c146d8be9aef173d00bb72", "690a32010747488a830948b00bac4e68", "48a5d0c2c8824a67a7fece4c390a6a33", "5c9cd44420f74dc58c76c70c80076fa3", "4496daf941a5475b960d9635de533e99", "afbe50cb3fae4c898913e541f1b1d32c", "54cf4bcc406d42ffb42f855c4671f851", "e7994cb10aaf46068813e72b5e56fba5", "30d6064b34d4400c8a87c743863f45a1", "1671085eb53b405496860c737be07cdf", "16aa2b52024e438eae4c1a599bd5f3ce", "fd35921f6fec455ebaa7047587732648", "af3f647cadd247948f146679fe7ac837", "4dd8b9d758674ca0aabb847fe37b0391", "c59fef17b26a42a0b0dd371acf97d9bb", "bee65c5384124a7b8ad6c0e7629836ad", "098e2a2327ea4fc0adfc99268baa7382", "fa4b7cb514344d5a95e783acb905f594", "046ce15dde354f54bf56285a6fdf04ba", "33728ee6ddb94d1e8e0a34c63dcc28aa", "1925e9d9724d42e180b2f1c79c29ed11", "7b284e957d8b4d7b9fadac551463c601", "48d3be9e3e434cc9b7dc2e517edb730d", "e7d9a47ab2564a779396580c1c78e973", "b3212fbd32584b269f8ff3cb59e76833", "b410c22c09c54d5bbb92ff24aa2da8c0", "f63ec110ac93470b927a7b251e4085ea", "4d41dd9464aa446ebb5cf29a403a53b5", "7d06b4932cdb48d5a91a242e98cca113", "88c24eda44f54f11927e8fcc019ef008", "989545945ec34b43aa19438bba601108", "b805b8d501924299a0a999569d207e08", "c5d1285d7f344a49bbfbb6f0568aacf1", "fa607c85137840f6b8e25242ad385689", "6bada2d336ab4fb3a430ca3b4e8da088", "03a3f107e65b456991b26839cefc4f62", "43cf3230a3fa42ecbde4557490a7ba1d", "e91d961032424e2a9d6e906918d63845", "e4b126c11aae48e895808d301c1fb93c", "94d7dab2564041e59956c0ed5f5553c2", "781ea576e5054b3e88aa8853c9643594", "de7a35d8f9ed4450b1aa69f72e3ccbc3", "24f7b1b4bd514756b4a59120cdcff2aa" ] }, "id": "u1LbIIig3d22", "outputId": "99064d6b-bc74-4c80-c5da-bd00fda657a4" }, "execution_count": 2, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "preprocessor_config.json: 0%| | 0.00/445 [00:00" ], "image/png": "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\n" }, "metadata": {}, "execution_count": 4 } ] }, { "cell_type": "code", "source": [ "inputs = processor(images=image, return_tensors=\"pt\")\n", "# Generate a caption\n", "generated_ids = model.generate(**inputs)\n", "generated_text = processor.batch_decode(generated_ids, skip_special_tokens=True)[0].strip()\n", "print(generated_text)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "TlnWYrZ73p_t", "outputId": "13766360-6f1f-4545-d4a2-7bdce9f534c3" }, "execution_count": 7, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "arafed woman in a hat looking at herself in a mirror\n" ] } ] }, { "cell_type": "code", "source": [], "metadata": { "id": "VZ6CqsEM3rZP" }, "execution_count": null, "outputs": [] } ] }