Multilingual web topic & format classifier base v1.0

e99e55d verified 22 days ago

1.92 kB

{
 "args": {
  "base": "jhu-clsp/mmBERT-base",
  "data": "see code/",
  "out": "model",
  "max_len": 512,
  "pos_weight": 1.0,
  "tokens_per_batch": 32768,
  "lr": 5e-05,
  "epochs": 3,
  "warmup": 0.06,
  "wd": 0.01,
  "seed": 1,
  "eval_every": 1000,
  "labels": "topic_adult_content,topic_art_design,topic_software_development,topic_crime_law,topic_education_jobs,topic_electronics_hardware,topic_entertainment,topic_social_life,topic_fashion_beauty,topic_finance_business,topic_food_dining,topic_games,topic_health,topic_history_geography,topic_home_hobbies,topic_industrial,topic_literature,topic_politics,topic_religion,topic_science_math_technology,topic_software,topic_sports_fitness,topic_transportation,topic_travel_tourism,format_academic_writing,format_content_listing,format_creative_writing,format_customer_support_page,format_discussion_forum_comment_section,format_faqs,format_incomplete_content,format_knowledge_article,format_legal_notices,format_listicle,format_news_article,format_nonfiction_writing,format_organizational_about_page,format_organizational_announcement,format_personal_about_page,format_personal_blog,format_product_page,format_q_a_forum,format_spam_ads,format_structured_data,format_technical_writing,format_transcript_interview,format_tutorial_how_to_guide,format_user_reviews",
  "regression": false,
  "context": false
 },
 "log": [
  {
   "step": 1000,
   "macro_f1": 0.9871291835636151,
   "bce": 0.052475491213249965
  },
  {
   "step": 2000,
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  {
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  {
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  {
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  },
  {
   "step": 5619,
   "macro_f1": 0.9919088847966561,
   "bce": 0.04503493070270418
  }
 ]
}

	{
	"args": {
	"base": "jhu-clsp/mmBERT-base",
	"data": "see code/",
	"out": "model",
	"max_len": 512,
	"pos_weight": 1.0,
	"tokens_per_batch": 32768,
	"lr": 5e-05,
	"epochs": 3,
	"warmup": 0.06,
	"wd": 0.01,
	"seed": 1,
	"eval_every": 1000,
	"labels": "topic_adult_content,topic_art_design,topic_software_development,topic_crime_law,topic_education_jobs,topic_electronics_hardware,topic_entertainment,topic_social_life,topic_fashion_beauty,topic_finance_business,topic_food_dining,topic_games,topic_health,topic_history_geography,topic_home_hobbies,topic_industrial,topic_literature,topic_politics,topic_religion,topic_science_math_technology,topic_software,topic_sports_fitness,topic_transportation,topic_travel_tourism,format_academic_writing,format_content_listing,format_creative_writing,format_customer_support_page,format_discussion_forum_comment_section,format_faqs,format_incomplete_content,format_knowledge_article,format_legal_notices,format_listicle,format_news_article,format_nonfiction_writing,format_organizational_about_page,format_organizational_announcement,format_personal_about_page,format_personal_blog,format_product_page,format_q_a_forum,format_spam_ads,format_structured_data,format_technical_writing,format_transcript_interview,format_tutorial_how_to_guide,format_user_reviews",
	"regression": false,
	"context": false
	},
	"log": [
	{
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	"bce": 0.052475491213249965
	},
	{
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	"bce": 0.049017800571935936
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	{
	"step": 3000,
	"macro_f1": 0.9912372172173942,
	"bce": 0.04638443514136261
	},
	{
	"step": 4000,
	"macro_f1": 0.9915471886292259,
	"bce": 0.04578748467761121
	},
	{
	"step": 5000,
	"macro_f1": 0.9918407740583784,
	"bce": 0.045128118377375084
	},
	{
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	"bce": 0.04503493070270418
	}
	]
	}