diff --git "a/assessment3_part1_GianlucaBruno.ipynb" "b/assessment3_part1_GianlucaBruno.ipynb"
deleted file mode 100644--- "a/assessment3_part1_GianlucaBruno.ipynb"
+++ /dev/null
@@ -1 +0,0 @@
-{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"gpuType":"T4","mount_file_id":"1fOaa-BYCZ3S2yJ20QG7dLLh7w03rBcNx","authorship_tag":"ABX9TyO1W/GJYm/rppFQVtx0EEVW"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"},"accelerator":"GPU","widgets":{"application/vnd.jupyter.widget-state+json":{"889889d982574d298cd4288f732b4334":{"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_6081ae050be94504823d4c1fb7b48b04","IPY_MODEL_1934d8930af6498fbca11c3880deabff","IPY_MODEL_72a04560d7b44ee7bd801d0c05440714"],"layout":"IPY_MODEL_80eda66cab8a49fbbbac79f00a9c9d41"}},"6081ae050be94504823d4c1fb7b48b04":{"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_2da9a45ff58e4a0c9d093995027f8756","placeholder":"​","style":"IPY_MODEL_a176dd8e0c3d4e4d81a348b389491eef","value":"config.json: 100%"}},"1934d8930af6498fbca11c3880deabff":{"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_8fbe2edfaac449bc967505168c2e3b2b","max":1054,"min":0,"orientation":"horizontal","style":"IPY_MODEL_361eea1dcee84613a9984dfc753cdec2","value":1054}},"72a04560d7b44ee7bd801d0c05440714":{"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_e880d2b540c7446b94739c9dd9e95281","placeholder":"​","style":"IPY_MODEL_50c156ef0622476cbf8304b565850f41","value":" 1.05k/1.05k [00:00&lt;00:00, 16.3kB/s]"}},"80eda66cab8a49fbbbac79f00a9c9d41":{"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}},"2da9a45ff58e4a0c9d093995027f8756":{"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}},"a176dd8e0c3d4e4d81a348b389491eef":{"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":""}},"8fbe2edfaac449bc967505168c2e3b2b":{"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}},"361eea1dcee84613a9984dfc753cdec2":{"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":""}},"e880d2b540c7446b94739c9dd9e95281":{"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}},"50c156ef0622476cbf8304b565850f41":{"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":""}},"cf122318962a46d4868849473dd3c455":{"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_97ffdf5e82f44588bd1caf5fc3f8b1c2","IPY_MODEL_c49204be01564bf39b7841eaab60b861","IPY_MODEL_cb9d0c773aff415aabb7196bca344a4c"],"layout":"IPY_MODEL_d04547a2dea5409e864f76c96560c5e1"}},"97ffdf5e82f44588bd1caf5fc3f8b1c2":{"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_b3603625a1dc44f89cb4379cff858a06","placeholder":"​","style":"IPY_MODEL_f7a8871cd0f64d088af0b6d482bd6300","value":"model.safetensors: 100%"}},"c49204be01564bf39b7841eaab60b861":{"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_a3abc95a9d894943ad1699d316eab827","max":990386200,"min":0,"orientation":"horizontal","style":"IPY_MODEL_98986ed2c5ef415495304e28a208c275","value":990386200}},"cb9d0c773aff415aabb7196bca344a4c":{"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_34ce9d01b3564a7582d3b40fcbd8c8f5","placeholder":"​","style":"IPY_MODEL_8c8bb16d02a8449b816c79ede1c21524","value":" 990M/990M [00:08&lt;00:00, 106MB/s]"}},"d04547a2dea5409e864f76c96560c5e1":{"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}},"b3603625a1dc44f89cb4379cff858a06":{"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}},"f7a8871cd0f64d088af0b6d482bd6300":{"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":""}},"a3abc95a9d894943ad1699d316eab827":{"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}},"98986ed2c5ef415495304e28a208c275":{"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":""}},"34ce9d01b3564a7582d3b40fcbd8c8f5":{"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}},"8c8bb16d02a8449b816c79ede1c21524":{"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":""}},"91ced20eb5144ad7b803e660f488318a":{"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_072678d277ef448ea61d82d8d5bbf06d","IPY_MODEL_9dff025b567c4f71834262d14ac20e9e","IPY_MODEL_0c29efe7b8b040fab0ef45b131e88742"],"layout":"IPY_MODEL_6d2b460a3381410bb356f41bbde350ba"}},"072678d277ef448ea61d82d8d5bbf06d":{"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_9a0ccbad3a474269bebf03525b739b85","placeholder":"​","style":"IPY_MODEL_216a037dc20a43338192dce728952751","value":"tokenizer_config.json: 100%"}},"9dff025b567c4f71834262d14ac20e9e":{"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_c85997a16a4543c98bfd2c922102a441","max":2361,"min":0,"orientation":"horizontal","style":"IPY_MODEL_70f0f33f34bc47d688a24b12c859d106","value":2361}},"0c29efe7b8b040fab0ef45b131e88742":{"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_383769f16c4a4f719287eecc55ce2d6c","placeholder":"​","style":"IPY_MODEL_9ae27e5a03444f808ae5b7f59e14c5ad","value":" 2.36k/2.36k [00:00&lt;00:00, 80.8kB/s]"}},"6d2b460a3381410bb356f41bbde350ba":{"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}},"9a0ccbad3a474269bebf03525b739b85":{"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}},"216a037dc20a43338192dce728952751":{"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":""}},"c85997a16a4543c98bfd2c922102a441":{"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}},"70f0f33f34bc47d688a24b12c859d106":{"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":""}},"383769f16c4a4f719287eecc55ce2d6c":{"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}},"9ae27e5a03444f808ae5b7f59e14c5ad":{"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":""}},"ad487a50057648f4afe1a9c35e678911":{"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_0ad9623f6fc948e6afe7e8ae7e7b25d8","IPY_MODEL_367d7578183243f1a27acb4a081b2df7","IPY_MODEL_9c82a2b74f574089846a023e5a58fc09"],"layout":"IPY_MODEL_65beaf91a32c4cef90933d068e27320a"}},"0ad9623f6fc948e6afe7e8ae7e7b25d8":{"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_d66e186132a848b087d083516bc2a9dd","placeholder":"​","style":"IPY_MODEL_e2151cb57bf24cc5abebc8a49c62a258","value":"spiece.model: 100%"}},"367d7578183243f1a27acb4a081b2df7":{"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_cddec7bcd3954a4780d066a65c2952aa","max":791656,"min":0,"orientation":"horizontal","style":"IPY_MODEL_78ba199eabeb48caadbeae2f3ff07b9c","value":791656}},"9c82a2b74f574089846a023e5a58fc09":{"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_dd9255b7d76447fdb2a520acef9effea","placeholder":"​","style":"IPY_MODEL_9ae7e1689f25440e94d8582eaf4f1a2a","value":" 792k/792k [00:00&lt;00:00, 12.3MB/s]"}},"65beaf91a32c4cef90933d068e27320a":{"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}},"d66e186132a848b087d083516bc2a9dd":{"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}},"e2151cb57bf24cc5abebc8a49c62a258":{"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":""}},"cddec7bcd3954a4780d066a65c2952aa":{"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}},"78ba199eabeb48caadbeae2f3ff07b9c":{"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":""}},"dd9255b7d76447fdb2a520acef9effea":{"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}},"9ae7e1689f25440e94d8582eaf4f1a2a":{"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":""}},"79c0bf247ea5460ebc496791bcf420b7":{"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_51feaec925db4952a7076086fb080a9b","IPY_MODEL_161b3970fc094349ade524de5dce180a","IPY_MODEL_5ff6ff5b0e934b629084d7b9ffd114e4"],"layout":"IPY_MODEL_92372be2bec949c78fc630c588cc9dc8"}},"51feaec925db4952a7076086fb080a9b":{"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_3a2d03c7b90541629a08db98089ff08e","placeholder":"​","style":"IPY_MODEL_8d0c62fd0e2f464787dfe2d8740b0fbb","value":"tokenizer.json: 100%"}},"161b3970fc094349ade524de5dce180a":{"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_a27bc182f0774380b73ced185e7d92fe","max":2422362,"min":0,"orientation":"horizontal","style":"IPY_MODEL_14d234c9250a49f9a62af20a4e62ed20","value":2422362}},"5ff6ff5b0e934b629084d7b9ffd114e4":{"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_1f51933469514256b73349bef5cc178d","placeholder":"​","style":"IPY_MODEL_5c2cc6e8985d49e49361155debb99dd3","value":" 2.42M/2.42M [00:00&lt;00:00, 5.00MB/s]"}},"92372be2bec949c78fc630c588cc9dc8":{"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}},"3a2d03c7b90541629a08db98089ff08e":{"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}},"8d0c62fd0e2f464787dfe2d8740b0fbb":{"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":""}},"a27bc182f0774380b73ced185e7d92fe":{"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}},"14d234c9250a49f9a62af20a4e62ed20":{"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":""}},"1f51933469514256b73349bef5cc178d":{"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}},"5c2cc6e8985d49e49361155debb99dd3":{"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":""}},"65db00f60a624babb22dd162f38b28c4":{"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_937ab820e0314d0e90f132ed2aa69d27","IPY_MODEL_4868b8f1b402427382981bc68a0140bf","IPY_MODEL_5e60760f93624d1f854f96f22de0f9aa"],"layout":"IPY_MODEL_6ec6f29e070b49438add71ae373b7318"}},"937ab820e0314d0e90f132ed2aa69d27":{"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_39f15682e9d646ae84dbc5849538d1ea","placeholder":"​","style":"IPY_MODEL_aa6d75c1f8454655bd341ef43eb4fa3c","value":"special_tokens_map.json: 100%"}},"4868b8f1b402427382981bc68a0140bf":{"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_a2845f14a2cd47629edc4344e51c54bf","max":2201,"min":0,"orientation":"horizontal","style":"IPY_MODEL_34306ca3cfc5444b9cadac4f5bfba20a","value":2201}},"5e60760f93624d1f854f96f22de0f9aa":{"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_ebd3723db65849a3b7656f7401ece943","placeholder":"​","style":"IPY_MODEL_ac4af4e473754ffe89ef838983ba89f1","value":" 2.20k/2.20k [00:00&lt;00:00, 59.5kB/s]"}},"6ec6f29e070b49438add71ae373b7318":{"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}},"39f15682e9d646ae84dbc5849538d1ea":{"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}},"aa6d75c1f8454655bd341ef43eb4fa3c":{"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":""}},"a2845f14a2cd47629edc4344e51c54bf":{"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}},"34306ca3cfc5444b9cadac4f5bfba20a":{"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":""}},"ebd3723db65849a3b7656f7401ece943":{"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}},"ac4af4e473754ffe89ef838983ba89f1":{"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","execution_count":null,"metadata":{"id":"v8w_LcmTAmL3"},"outputs":[],"source":["!pip install transformers pyPDF2 torchaudio"]},{"cell_type":"code","source":["!pip install pdfminer.six"],"metadata":{"id":"W6khc227F7UC","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1701525361292,"user_tz":-60,"elapsed":10539,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}},"outputId":"d8eae641-f633-443b-f523-116ec6bf648d"},"execution_count":3,"outputs":[{"output_type":"stream","name":"stdout","text":["Collecting pdfminer.six\n","  Downloading pdfminer.six-20221105-py3-none-any.whl (5.6 MB)\n","\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m5.6/5.6 MB\u001b[0m \u001b[31m16.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25hRequirement already satisfied: charset-normalizer>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from pdfminer.six) (3.3.2)\n","Requirement already satisfied: cryptography>=36.0.0 in /usr/local/lib/python3.10/dist-packages (from pdfminer.six) (41.0.7)\n","Requirement already satisfied: cffi>=1.12 in /usr/local/lib/python3.10/dist-packages (from cryptography>=36.0.0->pdfminer.six) (1.16.0)\n","Requirement already satisfied: pycparser in /usr/local/lib/python3.10/dist-packages (from cffi>=1.12->cryptography>=36.0.0->pdfminer.six) (2.21)\n","Installing collected packages: pdfminer.six\n","Successfully installed pdfminer.six-20221105\n"]}]},{"cell_type":"code","source":["!pip install datasets sentencepiece"],"metadata":{"id":"2Ks8wh8wZFjZ","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1701525370940,"user_tz":-60,"elapsed":2241,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}},"outputId":"9c24d005-d201-473b-a692-b4437c594b05"},"execution_count":4,"outputs":[{"output_type":"stream","name":"stdout","text":["Installing collected packages: sentencepiece, pyarrow-hotfix, dill, multiprocess, datasets\n","Successfully installed datasets-2.15.0 dill-0.3.7 multiprocess-0.70.15 pyarrow-hotfix-0.6 sentencepiece-0.1.99\n"]}]},{"cell_type":"code","source":["from google.colab import drive\n","from transformers import pipeline\n","import PyPDF2"],"metadata":{"id":"XbIT6b7rBE_A","executionInfo":{"status":"ok","timestamp":1701525385824,"user_tz":-60,"elapsed":14911,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}}},"execution_count":5,"outputs":[]},{"cell_type":"code","source":["from pdfminer.high_level import extract_pages, extract_text"],"metadata":{"id":"TBGjj_35GB5X","executionInfo":{"status":"ok","timestamp":1701525385826,"user_tz":-60,"elapsed":40,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}}},"execution_count":6,"outputs":[]},{"cell_type":"code","source":["from pdfminer.layout import LTTextContainer, LTChar"],"metadata":{"id":"ot_4oBN_HFVg","executionInfo":{"status":"ok","timestamp":1701525385827,"user_tz":-60,"elapsed":34,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}}},"execution_count":7,"outputs":[]},{"cell_type":"code","source":["drive.mount('/content/drive')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"XYuuRl67BUlU","executionInfo":{"status":"ok","timestamp":1701525396468,"user_tz":-60,"elapsed":10672,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}},"outputId":"92f06748-4c06-413e-f8ab-d4647f5f1435"},"execution_count":8,"outputs":[{"output_type":"stream","name":"stdout","text":["Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n"]}]},{"cell_type":"code","source":["pdf_path = '/content/drive/MyDrive/Applied AI/Assessment_3/Article 11 Hidden Technical Debt in Machine Learning Systems.pdf'"],"metadata":{"id":"09wOSW7JBrhy","executionInfo":{"status":"ok","timestamp":1701525396469,"user_tz":-60,"elapsed":20,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}}},"execution_count":9,"outputs":[]},{"cell_type":"code","source":["summarization = pipeline ('summarization', model = \"pszemraj/long-t5-tglobal-base-16384-book-summary\")"],"metadata":{"id":"PNpNyPvQBfFq","executionInfo":{"status":"ok","timestamp":1701525414497,"user_tz":-60,"elapsed":18046,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}},"colab":{"base_uri":"https://localhost:8080/","height":209,"referenced_widgets":["889889d982574d298cd4288f732b4334","6081ae050be94504823d4c1fb7b48b04","1934d8930af6498fbca11c3880deabff","72a04560d7b44ee7bd801d0c05440714","80eda66cab8a49fbbbac79f00a9c9d41","2da9a45ff58e4a0c9d093995027f8756","a176dd8e0c3d4e4d81a348b389491eef","8fbe2edfaac449bc967505168c2e3b2b","361eea1dcee84613a9984dfc753cdec2","e880d2b540c7446b94739c9dd9e95281","50c156ef0622476cbf8304b565850f41","cf122318962a46d4868849473dd3c455","97ffdf5e82f44588bd1caf5fc3f8b1c2","c49204be01564bf39b7841eaab60b861","cb9d0c773aff415aabb7196bca344a4c","d04547a2dea5409e864f76c96560c5e1","b3603625a1dc44f89cb4379cff858a06","f7a8871cd0f64d088af0b6d482bd6300","a3abc95a9d894943ad1699d316eab827","98986ed2c5ef415495304e28a208c275","34ce9d01b3564a7582d3b40fcbd8c8f5","8c8bb16d02a8449b816c79ede1c21524","91ced20eb5144ad7b803e660f488318a","072678d277ef448ea61d82d8d5bbf06d","9dff025b567c4f71834262d14ac20e9e","0c29efe7b8b040fab0ef45b131e88742","6d2b460a3381410bb356f41bbde350ba","9a0ccbad3a474269bebf03525b739b85","216a037dc20a43338192dce728952751","c85997a16a4543c98bfd2c922102a441","70f0f33f34bc47d688a24b12c859d106","383769f16c4a4f719287eecc55ce2d6c","9ae27e5a03444f808ae5b7f59e14c5ad","ad487a50057648f4afe1a9c35e678911","0ad9623f6fc948e6afe7e8ae7e7b25d8","367d7578183243f1a27acb4a081b2df7","9c82a2b74f574089846a023e5a58fc09","65beaf91a32c4cef90933d068e27320a","d66e186132a848b087d083516bc2a9dd","e2151cb57bf24cc5abebc8a49c62a258","cddec7bcd3954a4780d066a65c2952aa","78ba199eabeb48caadbeae2f3ff07b9c","dd9255b7d76447fdb2a520acef9effea","9ae7e1689f25440e94d8582eaf4f1a2a","79c0bf247ea5460ebc496791bcf420b7","51feaec925db4952a7076086fb080a9b","161b3970fc094349ade524de5dce180a","5ff6ff5b0e934b629084d7b9ffd114e4","92372be2bec949c78fc630c588cc9dc8","3a2d03c7b90541629a08db98089ff08e","8d0c62fd0e2f464787dfe2d8740b0fbb","a27bc182f0774380b73ced185e7d92fe","14d234c9250a49f9a62af20a4e62ed20","1f51933469514256b73349bef5cc178d","5c2cc6e8985d49e49361155debb99dd3","65db00f60a624babb22dd162f38b28c4","937ab820e0314d0e90f132ed2aa69d27","4868b8f1b402427382981bc68a0140bf","5e60760f93624d1f854f96f22de0f9aa","6ec6f29e070b49438add71ae373b7318","39f15682e9d646ae84dbc5849538d1ea","aa6d75c1f8454655bd341ef43eb4fa3c","a2845f14a2cd47629edc4344e51c54bf","34306ca3cfc5444b9cadac4f5bfba20a","ebd3723db65849a3b7656f7401ece943","ac4af4e473754ffe89ef838983ba89f1"]},"outputId":"abb9bbfd-fd81-4f5d-e97c-04873bd88685"},"execution_count":10,"outputs":[{"output_type":"display_data","data":{"text/plain":["config.json:   0%|          | 0.00/1.05k [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"889889d982574d298cd4288f732b4334"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["model.safetensors:   0%|          | 0.00/990M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"cf122318962a46d4868849473dd3c455"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["tokenizer_config.json:   0%|          | 0.00/2.36k [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"91ced20eb5144ad7b803e660f488318a"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["spiece.model:   0%|          | 0.00/792k [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"ad487a50057648f4afe1a9c35e678911"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["tokenizer.json:   0%|          | 0.00/2.42M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"79c0bf247ea5460ebc496791bcf420b7"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["special_tokens_map.json:   0%|          | 0.00/2.20k [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"65db00f60a624babb22dd162f38b28c4"}},"metadata":{}}]},{"cell_type":"code","source":["# Open the PDF file\n","pdf_file = open(pdf_path, 'rb')\n","pdf_reader = PyPDF2.PdfReader(pdf_file)\n","\n","# Extract text from the Abstract section\n","abstract_text = pdf_reader.pages[0].extract_text()\n","\n","# Close the PDF file\n","pdf_file.close()"],"metadata":{"id":"rrJmhypqK-gb","executionInfo":{"status":"ok","timestamp":1701525415670,"user_tz":-60,"elapsed":1191,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}}},"execution_count":11,"outputs":[]},{"cell_type":"code","source":["summary = summarization(abstract_text, max_length=13, min_length=10)[0]['summary_text']"],"metadata":{"id":"bHGi-gXDMxaT","executionInfo":{"status":"ok","timestamp":1701525420832,"user_tz":-60,"elapsed":5182,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}},"colab":{"base_uri":"https://localhost:8080/"},"outputId":"9744f163-6beb-4742-bc14-572a499ed0b7"},"execution_count":12,"outputs":[{"output_type":"stream","name":"stderr","text":["/usr/local/lib/python3.10/dist-packages/transformers/models/longt5/modeling_longt5.py:170: UserWarning: An output with one or more elements was resized since it had shape [866], which does not match the required output shape [1, 866]. This behavior is deprecated, and in a future PyTorch release outputs will not be resized unless they have zero elements. You can explicitly reuse an out tensor t by resizing it, inplace, to zero elements with t.resize_(0). (Triggered internally at ../aten/src/ATen/native/Resize.cpp:28.)\n","  true_block_ends = torch.logical_and(block_ends, block_ids >= 0)\n","/usr/local/lib/python3.10/dist-packages/transformers/models/longt5/modeling_longt5.py:146: UserWarning: An output with one or more elements was resized since it had shape [1, 7, 128, 1], which does not match the required output shape [1, 7, 128, 384]. This behavior is deprecated, and in a future PyTorch release outputs will not be resized unless they have zero elements. You can explicitly reuse an out tensor t by resizing it, inplace, to zero elements with t.resize_(0). (Triggered internally at ../aten/src/ATen/native/Resize.cpp:28.)\n","  local_attention_mask = torch.logical_and(_blocked_attention_mask, _3blocked_attention_mask)\n","/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py:861: FutureWarning: The `device` argument is deprecated and will be removed in v5 of Transformers.\n","  warnings.warn(\n"]}]},{"cell_type":"code","source":["print(summary)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"7dcAYb1dNYmI","executionInfo":{"status":"ok","timestamp":1701525421961,"user_tz":-60,"elapsed":1151,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}},"outputId":"fb9a0a0f-3eaa-40bb-cd2e-c14fb47ff63e"},"execution_count":13,"outputs":[{"output_type":"stream","name":"stdout","text":["This paper discusses hidden technical debt in machine learning systems.\n"]}]},{"cell_type":"code","source":["!pip install --upgrade transformers sentencepiece datasets[audio]"],"metadata":{"id":"0YCXrYCwZoum"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["import torch\n","\n","import soundfile as sf\n","\n","from IPython.display import Audio\n","\n","from datasets import load_dataset"],"metadata":{"id":"CWwPF1YVWDFS","executionInfo":{"status":"ok","timestamp":1701525428002,"user_tz":-60,"elapsed":496,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}}},"execution_count":15,"outputs":[]},{"cell_type":"code","source":["synthesiser = pipeline(\"text-to-speech\", \"facebook/mms-tts-eng\")"],"metadata":{"id":"to0jpCX9Z4yI"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["TTS_Output = synthesiser(summary)"],"metadata":{"id":"QE_dLOcCWheP","executionInfo":{"status":"ok","timestamp":1701525434869,"user_tz":-60,"elapsed":3553,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}}},"execution_count":17,"outputs":[]},{"cell_type":"code","source":["print(TTS_Output.keys())\n"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"7bAgYEr5cx0c","executionInfo":{"status":"ok","timestamp":1701525434900,"user_tz":-60,"elapsed":86,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}},"outputId":"9d0dded6-adca-4412-a06c-63fccb360d3d"},"execution_count":18,"outputs":[{"output_type":"stream","name":"stdout","text":["dict_keys(['audio', 'sampling_rate'])\n"]}]},{"cell_type":"code","source":["audio_key = TTS_Output[\"audio\"]\n"],"metadata":{"id":"_EujUwiWczH6","executionInfo":{"status":"ok","timestamp":1701525434906,"user_tz":-60,"elapsed":74,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}}},"execution_count":19,"outputs":[]},{"cell_type":"code","source":["Audio(data=audio_key[0], rate=16000)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":75},"id":"moz3LEytc38F","executionInfo":{"status":"ok","timestamp":1701525434907,"user_tz":-60,"elapsed":71,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}},"outputId":"ccb4a293-0097-4f4e-f338-613ae33407ab"},"execution_count":20,"outputs":[{"output_type":"execute_result","data":{"text/plain":["<IPython.lib.display.Audio object>"],"text/html":["\n","                <audio  controls=\"controls\" >\n","                    <source src=\"data:audio/wav;base64,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\" type=\"audio/wav\" />\n","                    Your browser does not support the audio element.\n","                </audio>\n","              "]},"metadata":{},"execution_count":20}]},{"cell_type":"code","source":["!pip install gradio==2.3.6\n","!pip install --upgrade typing-extensions\n"],"metadata":{"id":"2qwAv_uMeB3m"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["import gradio as gr"],"metadata":{"id":"eAPJNQbW1ytx","executionInfo":{"status":"ok","timestamp":1701526501034,"user_tz":-60,"elapsed":3202,"user":{"displayName":"Gianluca Bruno","userId":"06670381796496488160"}}},"execution_count":29,"outputs":[]},{"cell_type":"code","source":[],"metadata":{"id":"10Rb_EZO12F8"},"execution_count":null,"outputs":[]}]}
\ No newline at end of file