Update README.md

README.md

@@ -47,9 +47,9 @@ size_categories:
   "glue_wnli": 600,
   "hellaswag": 35941,
   "huggingface_xsum": 184162, 
-  "imdb_reviews_plain_text": null,
+  "imdb_reviews_plain_text": 22725,
   "lambada": 4467,
-  "math_dataset_algebra__linear_1d": null,
+  "math_dataset_algebra__linear_1d": 1814247,
   "multi_news": 40646,
   "natural_questions_open": 79342,
   "newsroom": 900966,
@@ -59,20 +59,20 @@ size_categories:
   "para_crawl_enes": 27430,
   "paws_wiki": 44831,
   "piqa": 14594,
-  "quac": null,
-  "samsum": null,
-  "sentiment140": null,
-  "snli": null,
+  "quac": 75448,
+  "samsum": 13232,
+  "sentiment140": 1451736,
+  "snli": 498328,
   "squad_v1_1": null,
   "squad_v2_0": null, 
-  "story_cloze_2016": null,
+  "story_cloze_2016": 1538,
   "super_glue_cb": 165,
   "super_glue_copa": 336,
   "super_glue_multirc": 24349,
   "super_glue_record": 90486,
   "super_glue_rte": 2064,
   "super_glue_wic": 4783,
-  "super_glue_wsc_fixed": null,
+  "super_glue_wsc_fixed": 440,
   "trec": 4679,
   "trivia_qa_rc": null,
   "true_case": 26581,
@@ -88,129 +88,4 @@ size_categories:
   "wmt16_translate_tr-en": 186016,
   "yelp_polarity_reviews": 507373
 }
-```
-```python
-text_classification = [
-    "ag_news_subset",
-    "glue_cola",
-    "glue_sst2",
-    "imdb_reviews_plain_text",
-    "yelp_polarity_reviews"
-]
-
-question_answering = [
-    "ai2_arc_ARC-Challenge",
-    "ai2_arc_ARC-Easy",
-    "bool_q",
-    "coqa",
-    "cosmos_qa",
-    "drop",
-    "natural_questions_open",
-    "openbookqa",
-    "quac",
-    "squad_v1_1",
-    "squad_v2_0",
-    "trivia_qa_rc"
-]
-
-text_generation = [
-    "aeslc",
-    "cnn_dailymail",
-    "gem_common_gen",
-    "gem_dart",
-    "gem_e2e_nlg",
-    "gem_web_nlg_en",
-    "gem_wiki_lingua_english_en",
-    "gigaword",
-    "huggingface_xsum",
-    "lambada",
-    "multi_news",
-    "newsroom",
-    "samsum"
-]
-
-translation = [
-    "wmt14_translate_fr-en",
-    "wmt16_translate_cs-en",
-    "wmt16_translate_de-en",
-    "wmt16_translate_fi-en",
-    "wmt16_translate_ro-en",
-    "wmt16_translate_ru-en",
-    "wmt16_translate_tr-en"
-]
-
-sentiment_analysis = [
-    "sentiment140"
-]
-
-textual_entailment = [
-    "anli_r1",
-    "anli_r2",
-    "anli_r3",
-    "glue_mnli",
-    "glue_rte",
-    "snli",
-    "super_glue_cb",
-    "super_glue_copa",
-    "super_glue_rte"
-]
-
-paraphrase_detection = [
-    "glue_mrpc",
-    "glue_qqp",
-    "paws_wiki"
-]
-
-commonsense_reasoning = [
-    "hellaswag",
-    "piqa",
-    "super_glue_multirc",
-    "super_glue_record",
-    "super_glue_wic",
-    "super_glue_wsc_fixed",
-    "winogrande"
-]
-
-textual_similarity = [
-    "glue_stsb"
-]
-
-named_entity_recognition = [
-    "glue_wnli"
-]
-
-text_correction = [
-    "fix_punct",
-    "true_case"
-]
-
-text_segmentation = [
-    "word_segment"
-]
-
-argument_mining = [
-    "opinion_abstracts_idebate",
-    "opinion_abstracts_rotten_tomatoes"
-]
-
-machine_reading_comprehension = [
-    "glue_qnli"
-]
-
-text_summarization = [
-    "trec"
-]
-
-language_modelling = [
-    "story_cloze_2016"
-]
-
-math_problem_solving = [
-    "math_dataset_algebra__linear_1d",
-    "unified_qa_science_inst"
-]
-
-cross_lingual_information_retrieval = [
-    "para_crawl_enes"
-]
 ```