Zero-Shot Classification
Transformers
PyTorch
Safetensors
English
deberta-v2
text-classification
deberta-v3-base
deberta-v3
deberta
nli
natural-language-inference
multitask
multi-task
pipeline
extreme-multi-task
extreme-mtl
tasksource
zero-shot
rlhf
Eval Results
Inference Endpoints
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  • 0 babi_nli/counting
  • 1 babi_nli/indefinite-knowledge
  • 2 babi_nli/simple-negation
  • 3 babi_nli/three-arg-relations
  • 4 babi_nli/basic-induction
  • 5 babi_nli/time-reasoning
  • 6 babi_nli/compound-coreference
  • 7 babi_nli/path-finding
  • 8 babi_nli/positional-reasoning
  • 9 babi_nli/conjunction
  • 10 babi_nli/size-reasoning
  • 11 babi_nli/yes-no-questions
  • 12 babi_nli/basic-coreference
  • 13 babi_nli/two-supporting-facts
  • 14 babi_nli/lists-sets
  • 15 babi_nli/two-arg-relations
  • 16 babi_nli/three-supporting-facts
  • 17 babi_nli/basic-deduction
  • 18 babi_nli/single-supporting-fact
  • 19 anli/a1
  • 20 anli/a2
  • 21 anli/a3
  • 22 sick/label
  • 23 sick/relatedness
  • 24 sick/entailment_AB
  • 25 sick/entailment_BA
  • 26 snli
  • 27 scitail/snli_format
  • 28 hans
  • 29 WANLI
  • 30 recast/recast_kg_relations
  • 31 recast/recast_puns
  • 32 recast/recast_factuality
  • 33 recast/recast_megaveridicality
  • 34 recast/recast_verbcorner
  • 35 recast/recast_verbnet
  • 36 recast/recast_ner
  • 37 recast/recast_sentiment
  • 38 probability_words_nli/usnli
  • 39 probability_words_nli/reasoning_1hop
  • 40 probability_words_nli/reasoning_2hop
  • 41 nan-nli/joey234--nan-nli
  • 42 nli_fever
  • 43 breaking_nli
  • 44 conj_nli
  • 45 fracas
  • 46 dialogue_nli
  • 47 mpe
  • 48 dnc
  • 49 gpt3_nli
  • 50 recast_white/fnplus
  • 51 recast_white/sprl
  • 52 recast_white/dpr
  • 53 joci
  • 54 contrast_nli
  • 55 robust_nli/IS_CS
  • 56 robust_nli/LI_LI
  • 57 robust_nli/ST_WO
  • 58 robust_nli/PI_SP
  • 59 robust_nli/PI_CD
  • 60 robust_nli/ST_SE
  • 61 robust_nli/ST_NE
  • 62 robust_nli/ST_LM
  • 63 robust_nli_is_sd
  • 64 robust_nli_li_ts
  • 65 gen_debiased_nli/snli_seq_z
  • 66 gen_debiased_nli/snli_z_aug
  • 67 gen_debiased_nli/snli_par_z
  • 68 gen_debiased_nli/mnli_par_z
  • 69 gen_debiased_nli/mnli_z_aug
  • 70 gen_debiased_nli/mnli_seq_z
  • 71 add_one_rte
  • 72 imppres/presupposition_cleft_uniqueness/presupposition
  • 73 imppres/presupposition_possessed_definites_uniqueness/presupposition
  • 74 imppres/presupposition_possessed_definites_existence/presupposition
  • 75 imppres/presupposition_only_presupposition/presupposition
  • 76 imppres/presupposition_all_n_presupposition/presupposition
  • 77 imppres/presupposition_both_presupposition/presupposition
  • 78 imppres/presupposition_change_of_state/presupposition
  • 79 imppres/presupposition_cleft_existence/presupposition
  • 80 imppres/presupposition_question_presupposition/presupposition
  • 81 imppres/implicature_modals/prag
  • 82 imppres/implicature_numerals_10_100/prag
  • 83 imppres/implicature_numerals_2_3/prag
  • 84 imppres/implicature_gradable_adjective/prag
  • 85 imppres/implicature_quantifiers/prag
  • 86 imppres/implicature_gradable_verb/prag
  • 87 imppres/implicature_connectives/prag
  • 88 imppres/implicature_gradable_adjective/log
  • 89 imppres/implicature_gradable_verb/log
  • 90 imppres/implicature_numerals_2_3/log
  • 91 imppres/implicature_numerals_10_100/log
  • 92 imppres/implicature_modals/log
  • 93 imppres/implicature_quantifiers/log
  • 94 imppres/implicature_connectives/log
  • 95 glue_diagnostics/diagnostics
  • 96 hlgd
  • 97 paws/labeled_final
  • 98 paws/labeled_swap
  • 99 quora
  • 100 medical_questions_pairs
  • 101 conll2003/pos_tags
  • 102 conll2003/chunk_tags
  • 103 conll2003/ner_tags
  • 104 hh-rlhf
  • 105 model-written-evals
  • 106 truthful_qa/multiple_choice
  • 107 fig-qa
  • 108 bigbench/fantasy_reasoning
  • 109 bigbench/nonsense_words_grammar
  • 110 bigbench/analytic_entailment
  • 111 bigbench/logic_grid_puzzle
  • 112 bigbench/geometric_shapes
  • 113 bigbench/key_value_maps
  • 114 bigbench/analogical_similarity
  • 115 bigbench/metaphor_understanding
  • 116 bigbench/metaphor_boolean
  • 117 bigbench/ruin_names
  • 118 bigbench/cs_algorithms
  • 119 bigbench/physical_intuition
  • 120 bigbench/mnist_ascii
  • 121 bigbench/moral_permissibility
  • 122 bigbench/emoji_movie
  • 123 bigbench/snarks
  • 124 bigbench/timedial
  • 125 bigbench/dark_humor_detection
  • 126 bigbench/gre_reading_comprehension
  • 127 bigbench/empirical_judgments
  • 128 bigbench/causal_judgment
  • 129 bigbench/fact_checker
  • 130 bigbench/logical_fallacy_detection
  • 131 bigbench/identify_math_theorems
  • 132 bigbench/dyck_languages
  • 133 bigbench/winowhy
  • 134 bigbench/logical_sequence
  • 135 bigbench/strategyqa
  • 136 bigbench/unit_interpretation
  • 137 bigbench/authorship_verification
  • 138 bigbench/undo_permutation
  • 139 bigbench/epistemic_reasoning
  • 140 bigbench/human_organs_senses
  • 141 bigbench/misconceptions
  • 142 bigbench/international_phonetic_alphabet_nli
  • 143 bigbench/identify_odd_metaphor
  • 144 bigbench/mathematical_induction
  • 145 bigbench/odd_one_out
  • 146 bigbench/reasoning_about_colored_objects
  • 147 bigbench/strange_stories
  • 148 bigbench/evaluating_information_essentiality
  • 149 bigbench/figure_of_speech_detection
  • 150 bigbench/english_proverbs
  • 151 bigbench/general_knowledge
  • 152 bigbench/tracking_shuffled_objects
  • 153 bigbench/physics
  • 154 bigbench/anachronisms
  • 155 bigbench/simple_ethical_questions
  • 156 bigbench/logical_args
  • 157 bigbench/suicide_risk
  • 158 bigbench/sentence_ambiguity
  • 159 bigbench/temporal_sequences
  • 160 bigbench/penguins_in_a_table
  • 161 bigbench/sports_understanding
  • 162 bigbench/hyperbaton
  • 163 bigbench/code_line_description
  • 164 bigbench/question_selection
  • 165 bigbench/disambiguation_qa
  • 166 bigbench/date_understanding
  • 167 bigbench/play_dialog_same_or_different
  • 168 bigbench/salient_translation_error_detection
  • 169 bigbench/irony_identification
  • 170 bigbench/emojis_emotion_prediction
  • 171 bigbench/hindu_knowledge
  • 172 bigbench/conceptual_combinations
  • 173 bigbench/implicatures
  • 174 bigbench/movie_dialog_same_or_different
  • 175 bigbench/social_support
  • 176 bigbench/presuppositions_as_nli
  • 177 bigbench/vitaminc_fact_verification
  • 178 bigbench/hhh_alignment
  • 179 bigbench/implicit_relations
  • 180 bigbench/bbq_lite_json
  • 181 bigbench/phrase_relatedness
  • 182 bigbench/logical_deduction
  • 183 bigbench/discourse_marker_prediction
  • 184 bigbench/movie_recommendation
  • 185 bigbench/real_or_fake_text
  • 186 bigbench/formal_fallacies_syllogisms_negation
  • 187 bigbench/crass_ai
  • 188 blimp/inchoative
  • 189 blimp/principle_A_c_command
  • 190 blimp/matrix_question_npi_licensor_present
  • 191 blimp/wh_questions_subject_gap_long_distance
  • 192 blimp/sentential_subject_island
  • 193 blimp/existential_there_quantifiers_2
  • 194 blimp/sentential_negation_npi_scope
  • 195 blimp/complex_NP_island
  • 196 blimp/principle_A_reconstruction
  • 197 blimp/animate_subject_passive
  • 198 blimp/tough_vs_raising_1
  • 199 blimp/wh_vs_that_with_gap
  • 200 blimp/principle_A_domain_2
  • 201 blimp/npi_present_1
  • 202 blimp/wh_vs_that_with_gap_long_distance
  • 203 blimp/superlative_quantifiers_1
  • 204 blimp/npi_present_2
  • 205 blimp/wh_questions_object_gap
  • 206 blimp/coordinate_structure_constraint_complex_left_branch
  • 207 blimp/coordinate_structure_constraint_object_extraction
  • 208 blimp/left_branch_island_echo_question
  • 209 blimp/drop_argument
  • 210 cos_e/v1.0
  • 211 cosmos_qa
  • 212 dream
  • 213 openbookqa
  • 214 qasc
  • 215 quartz
  • 216 quail
  • 217 head_qa/en
  • 218 sciq
  • 219 social_i_qa
  • 220 wiki_hop
  • 221 wiqa
  • 222 piqa
  • 223 hellaswag
  • 224 super_glue/copa
  • 225 art
  • 226 hendrycks_test/moral_disputes
  • 227 hendrycks_test/moral_scenarios
  • 228 hendrycks_test/nutrition
  • 229 hendrycks_test/philosophy
  • 230 hendrycks_test/prehistory
  • 231 hendrycks_test/professional_accounting
  • 232 hendrycks_test/professional_law
  • 233 hendrycks_test/world_religions
  • 234 hendrycks_test/professional_psychology
  • 235 hendrycks_test/public_relations
  • 236 hendrycks_test/security_studies
  • 237 hendrycks_test/sociology
  • 238 hendrycks_test/us_foreign_policy
  • 239 hendrycks_test/virology
  • 240 hendrycks_test/miscellaneous
  • 241 hendrycks_test/professional_medicine
  • 242 hendrycks_test/medical_genetics
  • 243 hendrycks_test/college_mathematics
  • 244 hendrycks_test/management
  • 245 hendrycks_test/high_school_computer_science
  • 246 hendrycks_test/astronomy
  • 247 hendrycks_test/high_school_chemistry
  • 248 hendrycks_test/high_school_biology
  • 249 hendrycks_test/global_facts
  • 250 hendrycks_test/formal_logic
  • 251 hendrycks_test/elementary_mathematics
  • 252 hendrycks_test/high_school_european_history
  • 253 hendrycks_test/electrical_engineering
  • 254 hendrycks_test/conceptual_physics
  • 255 hendrycks_test/computer_security
  • 256 hendrycks_test/college_physics
  • 257 hendrycks_test/college_medicine
  • 258 hendrycks_test/college_computer_science
  • 259 hendrycks_test/college_chemistry
  • 260 hendrycks_test/college_biology
  • 261 hendrycks_test/econometrics
  • 262 hendrycks_test/clinical_knowledge
  • 263 hendrycks_test/anatomy
  • 264 hendrycks_test/marketing
  • 265 hendrycks_test/machine_learning
  • 266 hendrycks_test/logical_fallacies
  • 267 hendrycks_test/jurisprudence
  • 268 hendrycks_test/international_law
  • 269 hendrycks_test/human_sexuality
  • 270 hendrycks_test/human_aging
  • 271 hendrycks_test/high_school_world_history
  • 272 hendrycks_test/abstract_algebra
  • 273 hendrycks_test/high_school_us_history
  • 274 hendrycks_test/high_school_psychology
  • 275 hendrycks_test/high_school_physics
  • 276 hendrycks_test/high_school_microeconomics
  • 277 hendrycks_test/high_school_mathematics
  • 278 hendrycks_test/high_school_macroeconomics
  • 279 hendrycks_test/high_school_government_and_politics
  • 280 hendrycks_test/high_school_geography
  • 281 hendrycks_test/high_school_statistics
  • 282 hendrycks_test/business_ethics
  • 283 winogrande/winogrande_xl
  • 284 codah/codah
  • 285 ai2_arc/ARC-Challenge/challenge
  • 286 ai2_arc/ARC-Easy/challenge
  • 287 definite_pronoun_resolution
  • 288 swag
  • 289 math_qa
  • 290 utilitarianism
  • 291 TuringBench
  • 292 trec
  • 293 vitaminc/tals--vitaminc
  • 294 hope_edi/english
  • 295 rumoureval_2019/RumourEval2019
  • 296 ethos/binary
  • 297 ethos/multilabel
  • 298 glue/cola
  • 299 glue/sst2
  • 300 glue/mrpc
  • 301 glue/qqp
  • 302 glue/stsb
  • 303 glue/mnli
  • 304 glue/qnli
  • 305 glue/rte
  • 306 glue/wnli
  • 307 super_glue/boolq
  • 308 super_glue/cb
  • 309 super_glue/multirc
  • 310 super_glue/wic
  • 311 super_glue/axg
  • 312 tweet_eval/stance_feminist
  • 313 tweet_eval/stance_atheism
  • 314 tweet_eval/stance_hillary
  • 315 tweet_eval/stance_abortion
  • 316 tweet_eval/sentiment
  • 317 tweet_eval/offensive
  • 318 tweet_eval/stance_climate
  • 319 tweet_eval/irony
  • 320 tweet_eval/emotion
  • 321 tweet_eval/emoji
  • 322 tweet_eval/hate
  • 323 discovery/discovery
  • 324 pragmeval/switchboard
  • 325 pragmeval/squinky-informativeness
  • 326 pragmeval/emobank-arousal
  • 327 pragmeval/emobank-dominance
  • 328 pragmeval/emobank-valence
  • 329 pragmeval/mrda
  • 330 pragmeval/verifiability
  • 331 pragmeval/squinky-implicature
  • 332 pragmeval/squinky-formality
  • 333 pragmeval/gum
  • 334 pragmeval/emergent
  • 335 pragmeval/persuasiveness-premisetype
  • 336 pragmeval/pdtb
  • 337 pragmeval/persuasiveness-eloquence
  • 338 pragmeval/persuasiveness-specificity
  • 339 pragmeval/persuasiveness-strength
  • 340 pragmeval/sarcasm
  • 341 pragmeval/stac
  • 342 pragmeval/persuasiveness-claimtype
  • 343 pragmeval/persuasiveness-relevance
  • 344 lex_glue/eurlex
  • 345 lex_glue/scotus
  • 346 lex_glue/ledgar
  • 347 lex_glue/unfair_tos
  • 348 lex_glue/case_hold
  • 349 imdb
  • 350 rotten_tomatoes
  • 351 ag_news
  • 352 yelp_review_full/yelp_review_full
  • 353 financial_phrasebank/sentences_allagree
  • 354 poem_sentiment
  • 355 dbpedia_14/dbpedia_14
  • 356 amazon_polarity/amazon_polarity
  • 357 app_reviews
  • 358 hate_speech18
  • 359 sms_spam
  • 360 humicroedit/subtask-1
  • 361 humicroedit/subtask-2
  • 362 snips_built_in_intents
  • 363 banking77
  • 364 hate_speech_offensive
  • 365 hyperpartisan_news_detection/byarticle
  • 366 hyperpartisan_news_detection/bypublisher
  • 367 go_emotions/simplified
  • 368 scicite
  • 369 liar
  • 370 lexical_relation_classification/ROOT09
  • 371 lexical_relation_classification/EVALution
  • 372 lexical_relation_classification/CogALexV
  • 373 lexical_relation_classification/BLESS
  • 374 lexical_relation_classification/K&H+N
  • 375 linguisticprobing/coordination_inversion
  • 376 linguisticprobing/odd_man_out
  • 377 linguisticprobing/word_content
  • 378 linguisticprobing/obj_number
  • 379 linguisticprobing/past_present
  • 380 linguisticprobing/tree_depth
  • 381 linguisticprobing/sentence_length
  • 382 linguisticprobing/top_constituents
  • 383 linguisticprobing/bigram_shift
  • 384 linguisticprobing/subj_number
  • 385 crowdflower/sentiment_nuclear_power
  • 386 crowdflower/tweet_global_warming
  • 387 crowdflower/airline-sentiment
  • 388 crowdflower/economic-news
  • 389 crowdflower/political-media-audience
  • 390 crowdflower/political-media-bias
  • 391 crowdflower/political-media-message
  • 392 crowdflower/text_emotion
  • 393 crowdflower/corporate-messaging
  • 394 ethics/commonsense
  • 395 ethics/deontology
  • 396 ethics/justice
  • 397 ethics/virtue
  • 398 emo/emo2019
  • 399 google_wellformed_query
  • 400 tweets_hate_speech_detection
  • 401 adv_glue/adv_sst2
  • 402 adv_glue/adv_qqp
  • 403 adv_glue/adv_mnli
  • 404 adv_glue/adv_mnli_mismatched
  • 405 adv_glue/adv_qnli
  • 406 adv_glue/adv_rte
  • 407 has_part
  • 408 wnut_17/wnut_17
  • 409 ncbi_disease/ncbi_disease
  • 410 acronym_identification
  • 411 jnlpba/jnlpba
  • 412 species_800/species_800
  • 413 ontonotes_english/SpeedOfMagic--ontonotes_english
  • 414 blog_authorship_corpus/gender
  • 415 blog_authorship_corpus/age
  • 416 blog_authorship_corpus/horoscope
  • 417 blog_authorship_corpus/job
  • 418 open_question_type
  • 419 health_fact
  • 420 commonsense_qa
  • 421 mc_taco
  • 422 ade_corpus_v2/Ade_corpus_v2_classification
  • 423 discosense
  • 424 circa
  • 425 code_x_glue_cc_defect_detection
  • 426 code_x_glue_cc_clone_detection_big_clone_bench
  • 427 code_x_glue_cc_code_refinement/medium
  • 428 EffectiveFeedbackStudentWriting
  • 429 promptSentiment
  • 430 promptNLI
  • 431 promptSpoke
  • 432 promptProficiency
  • 433 promptGrammar
  • 434 promptCoherence
  • 435 phrase_similarity
  • 436 scientific-exaggeration-detection
  • 437 quarel
  • 438 fever-evidence-related/mwong--fever-related
  • 439 numer_sense
  • 440 dynasent/dynabench.dynasent.r1.all/r1
  • 441 dynasent/dynabench.dynasent.r2.all/r2
  • 442 Sarcasm_News_Headline
  • 443 sem_eval_2010_task_8