diff --git "a/build.ipynb" "b/build.ipynb" --- "a/build.ipynb" +++ "b/build.ipynb" @@ -1 +1,1746 @@ -{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[{"file_id":"https://huggingface.co/datasets/gbenson/webui-tokens-unlabelled/blob/main/build.ipynb","timestamp":1718048774477},{"file_id":"https://huggingface.co/datasets/gbenson/webui-tokens-unlabelled/blob/main/build.ipynb","timestamp":1717977518988}],"authorship_tag":"ABX9TyNSvEpphDneWpO+fSTGzu/V"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"},"widgets":{"application/vnd.jupyter.widget-state+json":{"65720d258b5141d1823578502c8f6723":{"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_939144ff4e86453b9455bb4347b62e6a","IPY_MODEL_4893d74460b64f08b51df37a0123a9c5","IPY_MODEL_b0a65a0b881042c99341ee984ce7ec5c"],"layout":"IPY_MODEL_3803f93b842840959ad22b17967f5e62"}},"939144ff4e86453b9455bb4347b62e6a":{"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_67a8ef4cae7a41a2b1b4ba63a4165309","placeholder":"​","style":"IPY_MODEL_6d90782d254b425f97eeffe90dbc53f5","value":"Generating train split: "}},"4893d74460b64f08b51df37a0123a9c5":{"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_80a9ed715916443aaac0869333079562","max":1,"min":0,"orientation":"horizontal","style":"IPY_MODEL_6e28dc16b1f04c5ab8fdc0729ab96ebe","value":1}},"b0a65a0b881042c99341ee984ce7ec5c":{"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_e8f7d8baec554321a162d51e75a52dc9","placeholder":"​","style":"IPY_MODEL_45acd2877c9f4a39a745e419f43fbfb4","value":" 1193196/0 [00:01<00:00, 1001562.29 examples/s]"}},"3803f93b842840959ad22b17967f5e62":{"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}},"67a8ef4cae7a41a2b1b4ba63a4165309":{"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}},"6d90782d254b425f97eeffe90dbc53f5":{"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":""}},"80a9ed715916443aaac0869333079562":{"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"}},"6e28dc16b1f04c5ab8fdc0729ab96ebe":{"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":""}},"e8f7d8baec554321a162d51e75a52dc9":{"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}},"45acd2877c9f4a39a745e419f43fbfb4":{"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":""}},"fecf29b3821e4ab6bcdacc0520dfc622":{"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_65cc546155b64a2586bbb9d5d712ad13","IPY_MODEL_bcccaec5615c441cb88dc4cd9e6f9b7b","IPY_MODEL_d744329013454ab0a361d590462a869a"],"layout":"IPY_MODEL_8efeed965fe64bcd8798e9958fd30e79"}},"65cc546155b64a2586bbb9d5d712ad13":{"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_17cca158977c448ebafdf19b9f8c63d6","placeholder":"​","style":"IPY_MODEL_2dc16b9b5b7e4ab0b96ec0e7be90450a","value":"Uploading the dataset shards: 100%"}},"bcccaec5615c441cb88dc4cd9e6f9b7b":{"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_096da243f992465a887b2a801782b2b7","max":1,"min":0,"orientation":"horizontal","style":"IPY_MODEL_a45cffc698fd4b9c8621c590d66bc067","value":1}},"d744329013454ab0a361d590462a869a":{"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_f8236bae8ea548d2b1822352729111e7","placeholder":"​","style":"IPY_MODEL_ce3ac3549e8549af82598a0cbcb22301","value":" 1/1 [00:05<00:00,  5.56s/it]"}},"8efeed965fe64bcd8798e9958fd30e79":{"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}},"17cca158977c448ebafdf19b9f8c63d6":{"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}},"2dc16b9b5b7e4ab0b96ec0e7be90450a":{"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":""}},"096da243f992465a887b2a801782b2b7":{"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}},"a45cffc698fd4b9c8621c590d66bc067":{"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":""}},"f8236bae8ea548d2b1822352729111e7":{"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}},"ce3ac3549e8549af82598a0cbcb22301":{"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":""}},"dfcb97d41a9d4cf59c9c2aa817000232":{"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_8241fbfc77004f55bdcef3fc8d9d021c","IPY_MODEL_7b298cbcb7934b389d5e124894d358e3","IPY_MODEL_bd805a50e0a543ad866aea697f8c1323"],"layout":"IPY_MODEL_bc7895cf922a436b9408ea7fa410584b"}},"8241fbfc77004f55bdcef3fc8d9d021c":{"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_9b228da4af8647bd9b272ae40736e13f","placeholder":"​","style":"IPY_MODEL_91920d210dee45a0b853a73190516ffa","value":"Creating parquet from Arrow format: 100%"}},"7b298cbcb7934b389d5e124894d358e3":{"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_93ba37dea5704de7a832f55eb143844e","max":1194,"min":0,"orientation":"horizontal","style":"IPY_MODEL_4a7d03dfe69d40db959d592d660ce913","value":1194}},"bd805a50e0a543ad866aea697f8c1323":{"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_b10cad51c4254530b32535855852c95c","placeholder":"​","style":"IPY_MODEL_b6af9e79c8c94058801e7af4b885b55f","value":" 1194/1194 [00:00<00:00, 1548.86ba/s]"}},"bc7895cf922a436b9408ea7fa410584b":{"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}},"9b228da4af8647bd9b272ae40736e13f":{"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}},"91920d210dee45a0b853a73190516ffa":{"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":""}},"93ba37dea5704de7a832f55eb143844e":{"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}},"4a7d03dfe69d40db959d592d660ce913":{"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":""}},"b10cad51c4254530b32535855852c95c":{"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}},"b6af9e79c8c94058801e7af4b885b55f":{"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":""}},"7426fc5084ed466bbab5daf7ee9ba740":{"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_e3ae075737f842e7ad67ec409a8c1b48","IPY_MODEL_e5ba5e5c4509445a8899cc0b33677336","IPY_MODEL_f6a7c756105d4f23b8877e08eaf3660f"],"layout":"IPY_MODEL_14e4203116d443edbe67d5143ae5faf0"}},"e3ae075737f842e7ad67ec409a8c1b48":{"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_12fdf17368f84bcf90fbd3aea4211b3d","placeholder":"​","style":"IPY_MODEL_88c658f0aa374b109bd9f2eb92f7d458","value":"README.md: 100%"}},"e5ba5e5c4509445a8899cc0b33677336":{"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_69e77e186a774990b6632f69b2b55cc1","max":1177,"min":0,"orientation":"horizontal","style":"IPY_MODEL_6257d7b088b645318aaf9fb634db77b1","value":1177}},"f6a7c756105d4f23b8877e08eaf3660f":{"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_66a714680da94d749dbea125d6acc00c","placeholder":"​","style":"IPY_MODEL_166c006109204b4f8a996779d456afaa","value":" 1.18k/1.18k [00:00<00:00, 79.8kB/s]"}},"14e4203116d443edbe67d5143ae5faf0":{"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}},"12fdf17368f84bcf90fbd3aea4211b3d":{"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}},"88c658f0aa374b109bd9f2eb92f7d458":{"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":""}},"69e77e186a774990b6632f69b2b55cc1":{"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}},"6257d7b088b645318aaf9fb634db77b1":{"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":""}},"66a714680da94d749dbea125d6acc00c":{"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}},"166c006109204b4f8a996779d456afaa":{"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":"markdown","source":["## Install the modified `dom-tokenizers`"],"metadata":{"id":"p4cA_Al2R8Fm"}},{"cell_type":"code","execution_count":1,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"AxuqwFstR6UD","executionInfo":{"status":"ok","timestamp":1718048832460,"user_tz":-60,"elapsed":1934,"user":{"displayName":"Gary Benson","userId":"04610266850028564176"}},"outputId":"24497cd8-be45-45da-ad11-ef76e6a2f381"},"outputs":[{"output_type":"stream","name":"stdout","text":["Cloning into 'dom-tokenizers'...\n","remote: Enumerating objects: 557, done.\u001b[K\n","remote: Counting objects: 100% (115/115), done.\u001b[K\n","remote: Compressing objects: 100% (45/45), done.\u001b[K\n","remote: Total 557 (delta 82), reused 85 (delta 70), pack-reused 442\u001b[K\n","Receiving objects: 100% (557/557), 135.85 KiB | 903.00 KiB/s, done.\n","Resolving deltas: 100% (307/307), done.\n"]}],"source":["!git clone https://github.com/gbenson/dom-tokenizers.git -b emit-unique-tokens-0.0.16 --single-branch\n"]},{"cell_type":"code","source":["!cd dom-tokenizers && pip install -e .[train]"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"iURZKR40UCxY","executionInfo":{"status":"ok","timestamp":1718048868505,"user_tz":-60,"elapsed":28216,"user":{"displayName":"Gary Benson","userId":"04610266850028564176"}},"outputId":"f69b5cee-bdf9-42f2-dcd2-37db237d6edf"},"execution_count":2,"outputs":[{"output_type":"stream","name":"stdout","text":["Obtaining file:///content/dom-tokenizers\n"," Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n"," Checking if build backend supports build_editable ... \u001b[?25l\u001b[?25hdone\n"," Getting requirements to build editable ... \u001b[?25l\u001b[?25hdone\n"," Installing backend dependencies ... \u001b[?25l\u001b[?25hdone\n"," Preparing editable metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n","Collecting python-magic (from dom-tokenizers==0.0.16)\n"," Downloading python_magic-0.4.27-py2.py3-none-any.whl (13 kB)\n","Requirement already satisfied: tokenizers in /usr/local/lib/python3.10/dist-packages (from dom-tokenizers==0.0.16) (0.19.1)\n","Collecting unidecode (from dom-tokenizers==0.0.16)\n"," Downloading Unidecode-1.3.8-py3-none-any.whl (235 kB)\n","\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m235.5/235.5 kB\u001b[0m \u001b[31m5.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25hCollecting datasets (from dom-tokenizers==0.0.16)\n"," Downloading datasets-2.19.2-py3-none-any.whl (542 kB)\n","\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m542.1/542.1 kB\u001b[0m \u001b[31m22.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25hRequirement already satisfied: pillow in /usr/local/lib/python3.10/dist-packages (from dom-tokenizers==0.0.16) (9.4.0)\n","Requirement already satisfied: transformers in /usr/local/lib/python3.10/dist-packages (from dom-tokenizers==0.0.16) (4.41.2)\n","Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.16) (3.14.0)\n","Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.16) (1.25.2)\n","Requirement already satisfied: pyarrow>=12.0.0 in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.16) (14.0.2)\n","Requirement already satisfied: pyarrow-hotfix in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.16) (0.6)\n","Collecting dill<0.3.9,>=0.3.0 (from datasets->dom-tokenizers==0.0.16)\n"," Downloading dill-0.3.8-py3-none-any.whl (116 kB)\n","\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━��━━━━━━━━━━━━━\u001b[0m \u001b[32m116.3/116.3 kB\u001b[0m \u001b[31m14.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25hRequirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.16) (2.0.3)\n","Collecting requests>=2.32.1 (from datasets->dom-tokenizers==0.0.16)\n"," Downloading requests-2.32.3-py3-none-any.whl (64 kB)\n","\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m64.9/64.9 kB\u001b[0m \u001b[31m8.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25hRequirement already satisfied: tqdm>=4.62.1 in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.16) (4.66.4)\n","Collecting xxhash (from datasets->dom-tokenizers==0.0.16)\n"," Downloading xxhash-3.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (194 kB)\n","\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m194.1/194.1 kB\u001b[0m \u001b[31m21.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25hCollecting multiprocess (from datasets->dom-tokenizers==0.0.16)\n"," Downloading multiprocess-0.70.16-py310-none-any.whl (134 kB)\n","\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m134.8/134.8 kB\u001b[0m \u001b[31m15.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25hRequirement already satisfied: fsspec[http]<=2024.3.1,>=2023.1.0 in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.16) (2023.6.0)\n","Requirement already satisfied: aiohttp in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.16) (3.9.5)\n","Requirement already satisfied: huggingface-hub>=0.21.2 in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.16) (0.23.2)\n","Requirement already satisfied: packaging in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.16) (24.0)\n","Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.16) (6.0.1)\n","Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.10/dist-packages (from transformers->dom-tokenizers==0.0.16) (2024.5.15)\n","Requirement already satisfied: safetensors>=0.4.1 in /usr/local/lib/python3.10/dist-packages (from transformers->dom-tokenizers==0.0.16) (0.4.3)\n","Requirement already satisfied: aiosignal>=1.1.2 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets->dom-tokenizers==0.0.16) (1.3.1)\n","Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets->dom-tokenizers==0.0.16) (23.2.0)\n","Requirement already satisfied: frozenlist>=1.1.1 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets->dom-tokenizers==0.0.16) (1.4.1)\n","Requirement already satisfied: multidict<7.0,>=4.5 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets->dom-tokenizers==0.0.16) (6.0.5)\n","Requirement already satisfied: yarl<2.0,>=1.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets->dom-tokenizers==0.0.16) (1.9.4)\n","Requirement already satisfied: async-timeout<5.0,>=4.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets->dom-tokenizers==0.0.16) (4.0.3)\n","Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.21.2->datasets->dom-tokenizers==0.0.16) (4.12.1)\n","Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests>=2.32.1->datasets->dom-tokenizers==0.0.16) (3.3.2)\n","Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests>=2.32.1->datasets->dom-tokenizers==0.0.16) (3.7)\n","Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests>=2.32.1->datasets->dom-tokenizers==0.0.16) (2.0.7)\n","Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests>=2.32.1->datasets->dom-tokenizers==0.0.16) (2024.6.2)\n","Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets->dom-tokenizers==0.0.16) (2.8.2)\n","Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets->dom-tokenizers==0.0.16) (2023.4)\n","Requirement already satisfied: tzdata>=2022.1 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets->dom-tokenizers==0.0.16) (2024.1)\n","Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.8.2->pandas->datasets->dom-tokenizers==0.0.16) (1.16.0)\n","Building wheels for collected packages: dom-tokenizers\n"," Building editable for dom-tokenizers (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n"," Created wheel for dom-tokenizers: filename=dom_tokenizers-0.0.16-0.editable-py3-none-any.whl size=7376 sha256=cc9d0d6953eea256213c37e078b7183e98c27c6ff4cbfd7be28a631248956aa1\n"," Stored in directory: /tmp/pip-ephem-wheel-cache-i956kzq1/wheels/ab/e4/d2/9b9419db21d26514602a3dbb7582a3c195f9229169192ca43b\n","Successfully built dom-tokenizers\n","Installing collected packages: xxhash, unidecode, requests, python-magic, dill, multiprocess, dom-tokenizers, datasets\n"," Attempting uninstall: requests\n"," Found existing installation: requests 2.31.0\n"," Uninstalling requests-2.31.0:\n"," Successfully uninstalled requests-2.31.0\n","\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n","google-colab 1.0.0 requires requests==2.31.0, but you have requests 2.32.3 which is incompatible.\u001b[0m\u001b[31m\n","\u001b[0mSuccessfully installed datasets-2.19.2 dill-0.3.8 dom-tokenizers-0.0.16 multiprocess-0.70.16 python-magic-0.4.27 requests-2.32.3 unidecode-1.3.8 xxhash-3.4.1\n"]}]},{"cell_type":"markdown","source":["## Train a tokenizer on `gbenson/webui-dom-snapshots`\n","\n","We don't need the tokenizer, but this `dom-tokenizers` is modified to output every unique token it sees into a file as a side-effect."],"metadata":{"id":"aXQW8CBmVOa4"}},{"cell_type":"code","source":["!train-tokenizer -n30000 -N4536 gbenson/webui-dom-snapshots"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"CqHIS-8xVVKe","executionInfo":{"status":"ok","timestamp":1718052865555,"user_tz":-60,"elapsed":3985872,"user":{"displayName":"Gary Benson","userId":"04610266850028564176"}},"outputId":"36f0138a-cd40-4ff1-c2e0-91938165882d"},"execution_count":3,"outputs":[{"output_type":"stream","name":"stdout","text":["Output directory: /content/dom-tokenizer-30k\n","\n","Downloading readme: 100% 9.16k/9.16k [00:00<00:00, 25.4MB/s]\n","tokenizer_config.json: 100% 48.0/48.0 [00:00<00:00, 236kB/s]\n","config.json: 100% 570/570 [00:00<00:00, 2.68MB/s]\n","vocab.txt: 100% 232k/232k [00:00<00:00, 571kB/s]\n","tokenizer.json: 100% 466k/466k [00:00<00:00, 2.35MB/s]\n","Generating up to 30,000 tokens from 4,536 examples:\n","\u001b[2K[00:00:02] Tokenize words ██████████████████ 922023 / 922023\n","\u001b[2K[00:01:14] Count pairs ██████████████████ 922023 / 922023\n","\u001b[2K[00:00:18] Compute merges ██████████████████ 23913 / 23913\n","\n","['training', 'complete']\n","['token', '##izer', 'state', 'saved']\n","['see', 'you', 'soon', '##!', '##!']\n"]}]},{"cell_type":"markdown","source":["## Load the file into a dataset"],"metadata":{"id":"Uo_FraY1W5IK"}},{"cell_type":"code","source":["from datasets import load_dataset\n","dataset = load_dataset(\"text\", data_files={\"train\": [\"unique-tokens\"]})"],"metadata":{"id":"L_oxSzmFW-nL","colab":{"base_uri":"https://localhost:8080/","height":49,"referenced_widgets":["65720d258b5141d1823578502c8f6723","939144ff4e86453b9455bb4347b62e6a","4893d74460b64f08b51df37a0123a9c5","b0a65a0b881042c99341ee984ce7ec5c","3803f93b842840959ad22b17967f5e62","67a8ef4cae7a41a2b1b4ba63a4165309","6d90782d254b425f97eeffe90dbc53f5","80a9ed715916443aaac0869333079562","6e28dc16b1f04c5ab8fdc0729ab96ebe","e8f7d8baec554321a162d51e75a52dc9","45acd2877c9f4a39a745e419f43fbfb4"]},"executionInfo":{"status":"ok","timestamp":1718055665007,"user_tz":-60,"elapsed":3789,"user":{"displayName":"Gary Benson","userId":"04610266850028564176"}},"outputId":"21f84c11-aafd-4811-fb34-514883f61ea3"},"execution_count":4,"outputs":[{"output_type":"display_data","data":{"text/plain":["Generating train split: 0 examples [00:00, ? examples/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"65720d258b5141d1823578502c8f6723"}},"metadata":{}}]},{"cell_type":"markdown","source":["## Upload to Hugging Face"],"metadata":{"id":"sqbaaByQYG5q"}},{"cell_type":"code","source":["dataset.push_to_hub(\"gbenson/webui-tokens-unlabelled\")"],"metadata":{"id":"ICObGLZvYHRZ","colab":{"base_uri":"https://localhost:8080/","height":149,"referenced_widgets":["fecf29b3821e4ab6bcdacc0520dfc622","65cc546155b64a2586bbb9d5d712ad13","bcccaec5615c441cb88dc4cd9e6f9b7b","d744329013454ab0a361d590462a869a","8efeed965fe64bcd8798e9958fd30e79","17cca158977c448ebafdf19b9f8c63d6","2dc16b9b5b7e4ab0b96ec0e7be90450a","096da243f992465a887b2a801782b2b7","a45cffc698fd4b9c8621c590d66bc067","f8236bae8ea548d2b1822352729111e7","ce3ac3549e8549af82598a0cbcb22301","dfcb97d41a9d4cf59c9c2aa817000232","8241fbfc77004f55bdcef3fc8d9d021c","7b298cbcb7934b389d5e124894d358e3","bd805a50e0a543ad866aea697f8c1323","bc7895cf922a436b9408ea7fa410584b","9b228da4af8647bd9b272ae40736e13f","91920d210dee45a0b853a73190516ffa","93ba37dea5704de7a832f55eb143844e","4a7d03dfe69d40db959d592d660ce913","b10cad51c4254530b32535855852c95c","b6af9e79c8c94058801e7af4b885b55f","7426fc5084ed466bbab5daf7ee9ba740","e3ae075737f842e7ad67ec409a8c1b48","e5ba5e5c4509445a8899cc0b33677336","f6a7c756105d4f23b8877e08eaf3660f","14e4203116d443edbe67d5143ae5faf0","12fdf17368f84bcf90fbd3aea4211b3d","88c658f0aa374b109bd9f2eb92f7d458","69e77e186a774990b6632f69b2b55cc1","6257d7b088b645318aaf9fb634db77b1","66a714680da94d749dbea125d6acc00c","166c006109204b4f8a996779d456afaa"]},"executionInfo":{"status":"ok","timestamp":1718055688774,"user_tz":-60,"elapsed":9436,"user":{"displayName":"Gary Benson","userId":"04610266850028564176"}},"outputId":"20ed2ca7-8a94-4310-c5a4-362d4b0e6c8f"},"execution_count":5,"outputs":[{"output_type":"display_data","data":{"text/plain":["Uploading the dataset shards: 0%| | 0/1 [00:00dom-tokenizers==0.0.17) (3.14.0)\n", + "Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.17) (1.25.2)\n", + "Collecting pyarrow>=15.0.0 (from datasets->dom-tokenizers==0.0.17)\n", + " Downloading pyarrow-16.1.0-cp310-cp310-manylinux_2_28_x86_64.whl (40.8 MB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m40.8/40.8 MB\u001b[0m \u001b[31m10.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hRequirement already satisfied: pyarrow-hotfix in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.17) (0.6)\n", + "Collecting dill<0.3.9,>=0.3.0 (from datasets->dom-tokenizers==0.0.17)\n", + " Downloading dill-0.3.8-py3-none-any.whl (116 kB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m116.3/116.3 kB\u001b[0m \u001b[31m12.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hRequirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.17) (2.0.3)\n", + "Collecting requests>=2.32.2 (from datasets->dom-tokenizers==0.0.17)\n", + " Downloading requests-2.32.3-py3-none-any.whl (64 kB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m64.9/64.9 kB\u001b[0m \u001b[31m7.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hRequirement already satisfied: tqdm>=4.66.3 in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.17) (4.66.4)\n", + "Collecting xxhash (from datasets->dom-tokenizers==0.0.17)\n", + " Downloading xxhash-3.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (194 kB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m194.1/194.1 kB\u001b[0m \u001b[31m23.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hCollecting multiprocess (from datasets->dom-tokenizers==0.0.17)\n", + " Downloading multiprocess-0.70.16-py310-none-any.whl (134 kB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m134.8/134.8 kB\u001b[0m \u001b[31m18.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hRequirement already satisfied: fsspec[http]<=2024.5.0,>=2023.1.0 in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.17) (2023.6.0)\n", + "Requirement already satisfied: aiohttp in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.17) (3.9.5)\n", + "Requirement already satisfied: huggingface-hub>=0.21.2 in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.17) (0.23.3)\n", + "Requirement already satisfied: packaging in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.17) (24.1)\n", + "Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.10/dist-packages (from datasets->dom-tokenizers==0.0.17) (6.0.1)\n", + "Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.10/dist-packages (from transformers->dom-tokenizers==0.0.17) (2024.5.15)\n", + "Requirement already satisfied: safetensors>=0.4.1 in /usr/local/lib/python3.10/dist-packages (from transformers->dom-tokenizers==0.0.17) (0.4.3)\n", + "Requirement already satisfied: aiosignal>=1.1.2 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets->dom-tokenizers==0.0.17) (1.3.1)\n", + "Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets->dom-tokenizers==0.0.17) (23.2.0)\n", + "Requirement already satisfied: frozenlist>=1.1.1 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets->dom-tokenizers==0.0.17) (1.4.1)\n", + "Requirement already satisfied: multidict<7.0,>=4.5 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets->dom-tokenizers==0.0.17) (6.0.5)\n", + "Requirement already satisfied: yarl<2.0,>=1.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets->dom-tokenizers==0.0.17) (1.9.4)\n", + "Requirement already satisfied: async-timeout<5.0,>=4.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets->dom-tokenizers==0.0.17) (4.0.3)\n", + "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.21.2->datasets->dom-tokenizers==0.0.17) (4.12.2)\n", + "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests>=2.32.2->datasets->dom-tokenizers==0.0.17) (3.3.2)\n", + "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests>=2.32.2->datasets->dom-tokenizers==0.0.17) (3.7)\n", + "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests>=2.32.2->datasets->dom-tokenizers==0.0.17) (2.0.7)\n", + "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests>=2.32.2->datasets->dom-tokenizers==0.0.17) (2024.6.2)\n", + "Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets->dom-tokenizers==0.0.17) (2.8.2)\n", + "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets->dom-tokenizers==0.0.17) (2023.4)\n", + "Requirement already satisfied: tzdata>=2022.1 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets->dom-tokenizers==0.0.17) (2024.1)\n", + "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.8.2->pandas->datasets->dom-tokenizers==0.0.17) (1.16.0)\n", + "Building wheels for collected packages: dom-tokenizers\n", + " Building editable for dom-tokenizers (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", + " Created wheel for dom-tokenizers: filename=dom_tokenizers-0.0.17-0.editable-py3-none-any.whl size=7355 sha256=c029c52ddfa3cce2ecfc0f7342d044c8d7f94e81ac10d04a6ba2c521d87471a7\n", + " Stored in directory: /tmp/pip-ephem-wheel-cache-aciag458/wheels/ab/e4/d2/9b9419db21d26514602a3dbb7582a3c195f9229169192ca43b\n", + "Successfully built dom-tokenizers\n", + "Installing collected packages: xxhash, unidecode, requests, python-magic, pyarrow, dill, multiprocess, dom-tokenizers, datasets\n", + " Attempting uninstall: requests\n", + " Found existing installation: requests 2.31.0\n", + " Uninstalling requests-2.31.0:\n", + " Successfully uninstalled requests-2.31.0\n", + " Attempting uninstall: pyarrow\n", + " Found existing installation: pyarrow 14.0.2\n", + " Uninstalling pyarrow-14.0.2:\n", + " Successfully uninstalled pyarrow-14.0.2\n", + "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", + "cudf-cu12 24.4.1 requires pyarrow<15.0.0a0,>=14.0.1, but you have pyarrow 16.1.0 which is incompatible.\n", + "google-colab 1.0.0 requires requests==2.31.0, but you have requests 2.32.3 which is incompatible.\n", + "ibis-framework 8.0.0 requires pyarrow<16,>=2, but you have pyarrow 16.1.0 which is incompatible.\u001b[0m\u001b[31m\n", + "\u001b[0mSuccessfully installed datasets-2.20.0 dill-0.3.8 dom-tokenizers-0.0.17 multiprocess-0.70.16 pyarrow-16.1.0 python-magic-0.4.27 requests-2.32.3 unidecode-1.3.8 xxhash-3.4.1\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "## Train a tokenizer on `gbenson/webui-dom-snapshots`\n", + "\n", + "We don't need the tokenizer, but this `dom-tokenizers` is modified to output every unique token it sees into a file as a side-effect." + ], + "metadata": { + "id": "aXQW8CBmVOa4" + } + }, + { + "cell_type": "code", + "source": [ + "!train-tokenizer -n30000 -N4536 gbenson/webui-dom-snapshots" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "CqHIS-8xVVKe", + "outputId": "13ab413c-2efe-4620-ebe6-68af0b175504" + }, + "execution_count": 3, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Output directory: /content/dom-tokenizer-30k\n", + "\n", + "Downloading readme: 100% 9.16k/9.16k [00:00<00:00, 29.9MB/s]\n", + "tokenizer_config.json: 100% 48.0/48.0 [00:00<00:00, 314kB/s]\n", + "config.json: 100% 570/570 [00:00<00:00, 4.00MB/s]\n", + "vocab.txt: 100% 232k/232k [00:00<00:00, 25.2MB/s]\n", + "tokenizer.json: 100% 466k/466k [00:00<00:00, 28.4MB/s]\n", + "Generating up to 30,000 tokens from 4,536 examples:\n", + "\u001b[2K[00:00:02] Tokenize words ██████████████████ 923123 / 923123\n", + "\u001b[2K[00:01:13] Count pairs ██████████████████ 923123 / 923123\n", + "\u001b[2K[00:00:14] Compute merges ██████████████████ 23913 / 23913\n", + "\n", + "['training', 'complete']\n", + "['token', '##izer', 'state', 'saved']\n", + "['see', 'you', 'soon', '##!', '##!']\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "## Load the file into a dataset" + ], + "metadata": { + "id": "Uo_FraY1W5IK" + } + }, + { + "cell_type": "code", + "source": [ + "from datasets import load_dataset\n", + "dataset = load_dataset(\"text\", data_files={\"train\": [\"unique-tokens\"]})" + ], + "metadata": { + "id": "L_oxSzmFW-nL", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 49, + "referenced_widgets": [ + "11453f78da7b4a68a71b0ffe39fcf03e", + "1a46540797bf40d3a58b961e98e98ee4", + "0abed8e50eda4f1db7f5999a19bfcdc2", + "fe41e28c1c4c49948a92ee07fe212232", + "c63df90dbc754ce39245e44d30fa9598", + "2440d614a00f45eda293a3437bcab703", + "98dc558e0e2a4f7caea5bd30dd4c94ba", + "d0c95ba2f52b48ae8e0985103dbdf913", + "67369023f7d544e1845b505ec7c6036f", + "bae6e90637f94f108291bf5980fdb4b6", + "0c38dc7aa8dc4587aeb076dcd84f91ee" + ] + }, + "outputId": "aa4f0347-7e15-479c-e762-2597675dc3b1" + }, + "execution_count": 4, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "Generating train split: 0 examples [00:00, ? examples/s]" + ], + "application/vnd.jupyter.widget-view+json": { + "version_major": 2, + "version_minor": 0, + "model_id": "11453f78da7b4a68a71b0ffe39fcf03e" + } + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "## Upload to Hugging Face" + ], + "metadata": { + "id": "sqbaaByQYG5q" + } + }, + { + "cell_type": "code", + "source": [ + "dataset.push_to_hub(\"gbenson/webui-tokens-unlabelled\")" + ], + "metadata": { + "id": "ICObGLZvYHRZ", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 149, + "referenced_widgets": [ + "9b434c8f7a92462ea0d62105c7058828", + "7186b7c3d60249f08640e749d0706e69", + "34fac37a82724859ade36d38ae414e13", + "11050510fb2a482a9029bc47efb36f5e", + "e420a8b5976f4a03900272883ff9a13d", + "0a171d0b29214625b37d58ca8e7e7d72", + "be1bfb31bf104e3cb0b4c0409897f058", + "a82f06e14fba4a2cb76152eaba39d180", + "4d26135cfb7144d48face390e4605a5a", + "ced312f813b64cc894810fc49efa1d5c", + "aed04606a80f40529088d252b8ec58be", + "eeaba6b9bc3040edb5ceb7407de6e3a3", + "44951ec735f044bd9d96df64be505254", + "9196028674af43b2bac42ba79e2236ff", + "e2bb507bbdb043a483aefe39957e39d0", + "9a64866058e34023a1257f13bffb3848", + "5484e5fe36d4468e86bebed912950202", + "7dc59ee3ba544859bcf88823390eed66", + "4f53cd9c6d0b4edb931a38e10339d15a", + "1e0deb27ec434efd90524c4c5f172453", + "de0113aa335a4611978c78c1e4f96bb6", + "820d2fb899424338a8da219259f76a80", + "af0998ae0102414f82f0975be46e270a", + "0407df9f0b6040f586c6645cbfcaa5f0", + "5325510517b34060aa525a2a83a5607f", + "ee1bae8563404a9e94062d4d5e497c5b", + "cad6fe2cd554475ba0ea06e731ed4ebe", + "7af597ac9ccc4d21966947f9a36556c0", + "278355ab308d403a89906612dac2f727", + "9efa132daa664f168ed92938c0c90e38", + "5cbc02bb060e46a9b8c3fd97c93f5068", + "120f433516e54a14bc948ad1687681f5", + "b71c6d0f87d141dab23daee608658265" + ] + }, + "outputId": "547fa3c3-96a7-4c3f-b24c-fb1f2948f165" + }, + "execution_count": 5, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "Uploading the dataset shards: 0%| | 0/1 [00:00