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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1
+ - 0 babi_nli/counting
2
+ - 1 babi_nli/indefinite-knowledge
3
+ - 2 babi_nli/simple-negation
4
+ - 3 babi_nli/three-arg-relations
5
+ - 4 babi_nli/basic-induction
6
+ - 5 babi_nli/time-reasoning
7
+ - 6 babi_nli/compound-coreference
8
+ - 7 babi_nli/path-finding
9
+ - 8 babi_nli/positional-reasoning
10
+ - 9 babi_nli/conjunction
11
+ - 10 babi_nli/size-reasoning
12
+ - 11 babi_nli/yes-no-questions
13
+ - 12 babi_nli/basic-coreference
14
+ - 13 babi_nli/two-supporting-facts
15
+ - 14 babi_nli/lists-sets
16
+ - 15 babi_nli/two-arg-relations
17
+ - 16 babi_nli/three-supporting-facts
18
+ - 17 babi_nli/basic-deduction
19
+ - 18 babi_nli/single-supporting-fact
20
+ - 19 anli/a1
21
+ - 20 anli/a2
22
+ - 21 anli/a3
23
+ - 22 sick/label
24
+ - 23 sick/relatedness
25
+ - 24 sick/entailment_AB
26
+ - 25 sick/entailment_BA
27
+ - 26 snli
28
+ - 27 scitail/snli_format
29
+ - 28 hans
30
+ - 29 WANLI
31
+ - 30 recast/recast_kg_relations
32
+ - 31 recast/recast_puns
33
+ - 32 recast/recast_factuality
34
+ - 33 recast/recast_megaveridicality
35
+ - 34 recast/recast_verbcorner
36
+ - 35 recast/recast_verbnet
37
+ - 36 recast/recast_ner
38
+ - 37 recast/recast_sentiment
39
+ - 38 probability_words_nli/usnli
40
+ - 39 probability_words_nli/reasoning_1hop
41
+ - 40 probability_words_nli/reasoning_2hop
42
+ - 41 nan-nli/joey234--nan-nli
43
+ - 42 nli_fever
44
+ - 43 breaking_nli
45
+ - 44 conj_nli
46
+ - 45 fracas
47
+ - 46 dialogue_nli
48
+ - 47 mpe
49
+ - 48 dnc
50
+ - 49 gpt3_nli
51
+ - 50 recast_white/fnplus
52
+ - 51 recast_white/sprl
53
+ - 52 recast_white/dpr
54
+ - 53 joci
55
+ - 54 contrast_nli
56
+ - 55 robust_nli/IS_CS
57
+ - 56 robust_nli/LI_LI
58
+ - 57 robust_nli/ST_WO
59
+ - 58 robust_nli/PI_SP
60
+ - 59 robust_nli/PI_CD
61
+ - 60 robust_nli/ST_SE
62
+ - 61 robust_nli/ST_NE
63
+ - 62 robust_nli/ST_LM
64
+ - 63 robust_nli_is_sd
65
+ - 64 robust_nli_li_ts
66
+ - 65 gen_debiased_nli/snli_seq_z
67
+ - 66 gen_debiased_nli/snli_z_aug
68
+ - 67 gen_debiased_nli/snli_par_z
69
+ - 68 gen_debiased_nli/mnli_par_z
70
+ - 69 gen_debiased_nli/mnli_z_aug
71
+ - 70 gen_debiased_nli/mnli_seq_z
72
+ - 71 add_one_rte
73
+ - 72 imppres/presupposition_cleft_uniqueness/presupposition
74
+ - 73 imppres/presupposition_possessed_definites_uniqueness/presupposition
75
+ - 74 imppres/presupposition_possessed_definites_existence/presupposition
76
+ - 75 imppres/presupposition_only_presupposition/presupposition
77
+ - 76 imppres/presupposition_all_n_presupposition/presupposition
78
+ - 77 imppres/presupposition_both_presupposition/presupposition
79
+ - 78 imppres/presupposition_change_of_state/presupposition
80
+ - 79 imppres/presupposition_cleft_existence/presupposition
81
+ - 80 imppres/presupposition_question_presupposition/presupposition
82
+ - 81 imppres/implicature_modals/prag
83
+ - 82 imppres/implicature_numerals_10_100/prag
84
+ - 83 imppres/implicature_numerals_2_3/prag
85
+ - 84 imppres/implicature_gradable_adjective/prag
86
+ - 85 imppres/implicature_quantifiers/prag
87
+ - 86 imppres/implicature_gradable_verb/prag
88
+ - 87 imppres/implicature_connectives/prag
89
+ - 88 imppres/implicature_gradable_adjective/log
90
+ - 89 imppres/implicature_gradable_verb/log
91
+ - 90 imppres/implicature_numerals_2_3/log
92
+ - 91 imppres/implicature_numerals_10_100/log
93
+ - 92 imppres/implicature_modals/log
94
+ - 93 imppres/implicature_quantifiers/log
95
+ - 94 imppres/implicature_connectives/log
96
+ - 95 glue_diagnostics/diagnostics
97
+ - 96 hlgd
98
+ - 97 paws/labeled_final
99
+ - 98 paws/labeled_swap
100
+ - 99 quora
101
+ - 100 medical_questions_pairs
102
+ - 101 conll2003/pos_tags
103
+ - 102 conll2003/chunk_tags
104
+ - 103 conll2003/ner_tags
105
+ - 104 hh-rlhf
106
+ - 105 model-written-evals
107
+ - 106 truthful_qa/multiple_choice
108
+ - 107 fig-qa
109
+ - 108 bigbench/fantasy_reasoning
110
+ - 109 bigbench/nonsense_words_grammar
111
+ - 110 bigbench/analytic_entailment
112
+ - 111 bigbench/logic_grid_puzzle
113
+ - 112 bigbench/geometric_shapes
114
+ - 113 bigbench/key_value_maps
115
+ - 114 bigbench/analogical_similarity
116
+ - 115 bigbench/metaphor_understanding
117
+ - 116 bigbench/metaphor_boolean
118
+ - 117 bigbench/ruin_names
119
+ - 118 bigbench/cs_algorithms
120
+ - 119 bigbench/physical_intuition
121
+ - 120 bigbench/mnist_ascii
122
+ - 121 bigbench/moral_permissibility
123
+ - 122 bigbench/emoji_movie
124
+ - 123 bigbench/snarks
125
+ - 124 bigbench/timedial
126
+ - 125 bigbench/dark_humor_detection
127
+ - 126 bigbench/gre_reading_comprehension
128
+ - 127 bigbench/empirical_judgments
129
+ - 128 bigbench/causal_judgment
130
+ - 129 bigbench/fact_checker
131
+ - 130 bigbench/logical_fallacy_detection
132
+ - 131 bigbench/identify_math_theorems
133
+ - 132 bigbench/dyck_languages
134
+ - 133 bigbench/winowhy
135
+ - 134 bigbench/logical_sequence
136
+ - 135 bigbench/strategyqa
137
+ - 136 bigbench/unit_interpretation
138
+ - 137 bigbench/authorship_verification
139
+ - 138 bigbench/undo_permutation
140
+ - 139 bigbench/epistemic_reasoning
141
+ - 140 bigbench/human_organs_senses
142
+ - 141 bigbench/misconceptions
143
+ - 142 bigbench/international_phonetic_alphabet_nli
144
+ - 143 bigbench/identify_odd_metaphor
145
+ - 144 bigbench/mathematical_induction
146
+ - 145 bigbench/odd_one_out
147
+ - 146 bigbench/reasoning_about_colored_objects
148
+ - 147 bigbench/strange_stories
149
+ - 148 bigbench/evaluating_information_essentiality
150
+ - 149 bigbench/figure_of_speech_detection
151
+ - 150 bigbench/english_proverbs
152
+ - 151 bigbench/general_knowledge
153
+ - 152 bigbench/tracking_shuffled_objects
154
+ - 153 bigbench/physics
155
+ - 154 bigbench/anachronisms
156
+ - 155 bigbench/simple_ethical_questions
157
+ - 156 bigbench/logical_args
158
+ - 157 bigbench/suicide_risk
159
+ - 158 bigbench/sentence_ambiguity
160
+ - 159 bigbench/temporal_sequences
161
+ - 160 bigbench/penguins_in_a_table
162
+ - 161 bigbench/sports_understanding
163
+ - 162 bigbench/hyperbaton
164
+ - 163 bigbench/code_line_description
165
+ - 164 bigbench/question_selection
166
+ - 165 bigbench/disambiguation_qa
167
+ - 166 bigbench/date_understanding
168
+ - 167 bigbench/play_dialog_same_or_different
169
+ - 168 bigbench/salient_translation_error_detection
170
+ - 169 bigbench/irony_identification
171
+ - 170 bigbench/emojis_emotion_prediction
172
+ - 171 bigbench/hindu_knowledge
173
+ - 172 bigbench/conceptual_combinations
174
+ - 173 bigbench/implicatures
175
+ - 174 bigbench/movie_dialog_same_or_different
176
+ - 175 bigbench/social_support
177
+ - 176 bigbench/presuppositions_as_nli
178
+ - 177 bigbench/vitaminc_fact_verification
179
+ - 178 bigbench/hhh_alignment
180
+ - 179 bigbench/implicit_relations
181
+ - 180 bigbench/bbq_lite_json
182
+ - 181 bigbench/phrase_relatedness
183
+ - 182 bigbench/logical_deduction
184
+ - 183 bigbench/discourse_marker_prediction
185
+ - 184 bigbench/movie_recommendation
186
+ - 185 bigbench/real_or_fake_text
187
+ - 186 bigbench/formal_fallacies_syllogisms_negation
188
+ - 187 bigbench/crass_ai
189
+ - 188 blimp/inchoative
190
+ - 189 blimp/principle_A_c_command
191
+ - 190 blimp/matrix_question_npi_licensor_present
192
+ - 191 blimp/wh_questions_subject_gap_long_distance
193
+ - 192 blimp/sentential_subject_island
194
+ - 193 blimp/existential_there_quantifiers_2
195
+ - 194 blimp/sentential_negation_npi_scope
196
+ - 195 blimp/complex_NP_island
197
+ - 196 blimp/principle_A_reconstruction
198
+ - 197 blimp/animate_subject_passive
199
+ - 198 blimp/tough_vs_raising_1
200
+ - 199 blimp/wh_vs_that_with_gap
201
+ - 200 blimp/principle_A_domain_2
202
+ - 201 blimp/npi_present_1
203
+ - 202 blimp/wh_vs_that_with_gap_long_distance
204
+ - 203 blimp/superlative_quantifiers_1
205
+ - 204 blimp/npi_present_2
206
+ - 205 blimp/wh_questions_object_gap
207
+ - 206 blimp/coordinate_structure_constraint_complex_left_branch
208
+ - 207 blimp/coordinate_structure_constraint_object_extraction
209
+ - 208 blimp/left_branch_island_echo_question
210
+ - 209 blimp/drop_argument
211
+ - 210 cos_e/v1.0
212
+ - 211 cosmos_qa
213
+ - 212 dream
214
+ - 213 openbookqa
215
+ - 214 qasc
216
+ - 215 quartz
217
+ - 216 quail
218
+ - 217 head_qa/en
219
+ - 218 sciq
220
+ - 219 social_i_qa
221
+ - 220 wiki_hop
222
+ - 221 wiqa
223
+ - 222 piqa
224
+ - 223 hellaswag
225
+ - 224 super_glue/copa
226
+ - 225 art
227
+ - 226 hendrycks_test/moral_disputes
228
+ - 227 hendrycks_test/moral_scenarios
229
+ - 228 hendrycks_test/nutrition
230
+ - 229 hendrycks_test/philosophy
231
+ - 230 hendrycks_test/prehistory
232
+ - 231 hendrycks_test/professional_accounting
233
+ - 232 hendrycks_test/professional_law
234
+ - 233 hendrycks_test/world_religions
235
+ - 234 hendrycks_test/professional_psychology
236
+ - 235 hendrycks_test/public_relations
237
+ - 236 hendrycks_test/security_studies
238
+ - 237 hendrycks_test/sociology
239
+ - 238 hendrycks_test/us_foreign_policy
240
+ - 239 hendrycks_test/virology
241
+ - 240 hendrycks_test/miscellaneous
242
+ - 241 hendrycks_test/professional_medicine
243
+ - 242 hendrycks_test/medical_genetics
244
+ - 243 hendrycks_test/college_mathematics
245
+ - 244 hendrycks_test/management
246
+ - 245 hendrycks_test/high_school_computer_science
247
+ - 246 hendrycks_test/astronomy
248
+ - 247 hendrycks_test/high_school_chemistry
249
+ - 248 hendrycks_test/high_school_biology
250
+ - 249 hendrycks_test/global_facts
251
+ - 250 hendrycks_test/formal_logic
252
+ - 251 hendrycks_test/elementary_mathematics
253
+ - 252 hendrycks_test/high_school_european_history
254
+ - 253 hendrycks_test/electrical_engineering
255
+ - 254 hendrycks_test/conceptual_physics
256
+ - 255 hendrycks_test/computer_security
257
+ - 256 hendrycks_test/college_physics
258
+ - 257 hendrycks_test/college_medicine
259
+ - 258 hendrycks_test/college_computer_science
260
+ - 259 hendrycks_test/college_chemistry
261
+ - 260 hendrycks_test/college_biology
262
+ - 261 hendrycks_test/econometrics
263
+ - 262 hendrycks_test/clinical_knowledge
264
+ - 263 hendrycks_test/anatomy
265
+ - 264 hendrycks_test/marketing
266
+ - 265 hendrycks_test/machine_learning
267
+ - 266 hendrycks_test/logical_fallacies
268
+ - 267 hendrycks_test/jurisprudence
269
+ - 268 hendrycks_test/international_law
270
+ - 269 hendrycks_test/human_sexuality
271
+ - 270 hendrycks_test/human_aging
272
+ - 271 hendrycks_test/high_school_world_history
273
+ - 272 hendrycks_test/abstract_algebra
274
+ - 273 hendrycks_test/high_school_us_history
275
+ - 274 hendrycks_test/high_school_psychology
276
+ - 275 hendrycks_test/high_school_physics
277
+ - 276 hendrycks_test/high_school_microeconomics
278
+ - 277 hendrycks_test/high_school_mathematics
279
+ - 278 hendrycks_test/high_school_macroeconomics
280
+ - 279 hendrycks_test/high_school_government_and_politics
281
+ - 280 hendrycks_test/high_school_geography
282
+ - 281 hendrycks_test/high_school_statistics
283
+ - 282 hendrycks_test/business_ethics
284
+ - 283 winogrande/winogrande_xl
285
+ - 284 codah/codah
286
+ - 285 ai2_arc/ARC-Challenge/challenge
287
+ - 286 ai2_arc/ARC-Easy/challenge
288
+ - 287 definite_pronoun_resolution
289
+ - 288 swag
290
+ - 289 math_qa
291
+ - 290 utilitarianism
292
+ - 291 TuringBench
293
+ - 292 trec
294
+ - 293 vitaminc/tals--vitaminc
295
+ - 294 hope_edi/english
296
+ - 295 rumoureval_2019/RumourEval2019
297
+ - 296 ethos/binary
298
+ - 297 ethos/multilabel
299
+ - 298 glue/cola
300
+ - 299 glue/sst2
301
+ - 300 glue/mrpc
302
+ - 301 glue/qqp
303
+ - 302 glue/stsb
304
+ - 303 glue/mnli
305
+ - 304 glue/qnli
306
+ - 305 glue/rte
307
+ - 306 glue/wnli
308
+ - 307 super_glue/boolq
309
+ - 308 super_glue/cb
310
+ - 309 super_glue/multirc
311
+ - 310 super_glue/wic
312
+ - 311 super_glue/axg
313
+ - 312 tweet_eval/stance_feminist
314
+ - 313 tweet_eval/stance_atheism
315
+ - 314 tweet_eval/stance_hillary
316
+ - 315 tweet_eval/stance_abortion
317
+ - 316 tweet_eval/sentiment
318
+ - 317 tweet_eval/offensive
319
+ - 318 tweet_eval/stance_climate
320
+ - 319 tweet_eval/irony
321
+ - 320 tweet_eval/emotion
322
+ - 321 tweet_eval/emoji
323
+ - 322 tweet_eval/hate
324
+ - 323 discovery/discovery
325
+ - 324 pragmeval/switchboard
326
+ - 325 pragmeval/squinky-informativeness
327
+ - 326 pragmeval/emobank-arousal
328
+ - 327 pragmeval/emobank-dominance
329
+ - 328 pragmeval/emobank-valence
330
+ - 329 pragmeval/mrda
331
+ - 330 pragmeval/verifiability
332
+ - 331 pragmeval/squinky-implicature
333
+ - 332 pragmeval/squinky-formality
334
+ - 333 pragmeval/gum
335
+ - 334 pragmeval/emergent
336
+ - 335 pragmeval/persuasiveness-premisetype
337
+ - 336 pragmeval/pdtb
338
+ - 337 pragmeval/persuasiveness-eloquence
339
+ - 338 pragmeval/persuasiveness-specificity
340
+ - 339 pragmeval/persuasiveness-strength
341
+ - 340 pragmeval/sarcasm
342
+ - 341 pragmeval/stac
343
+ - 342 pragmeval/persuasiveness-claimtype
344
+ - 343 pragmeval/persuasiveness-relevance
345
+ - 344 lex_glue/eurlex
346
+ - 345 lex_glue/scotus
347
+ - 346 lex_glue/ledgar
348
+ - 347 lex_glue/unfair_tos
349
+ - 348 lex_glue/case_hold
350
+ - 349 imdb
351
+ - 350 rotten_tomatoes
352
+ - 351 ag_news
353
+ - 352 yelp_review_full/yelp_review_full
354
+ - 353 financial_phrasebank/sentences_allagree
355
+ - 354 poem_sentiment
356
+ - 355 dbpedia_14/dbpedia_14
357
+ - 356 amazon_polarity/amazon_polarity
358
+ - 357 app_reviews
359
+ - 358 hate_speech18
360
+ - 359 sms_spam
361
+ - 360 humicroedit/subtask-1
362
+ - 361 humicroedit/subtask-2
363
+ - 362 snips_built_in_intents
364
+ - 363 banking77
365
+ - 364 hate_speech_offensive
366
+ - 365 hyperpartisan_news_detection/byarticle
367
+ - 366 hyperpartisan_news_detection/bypublisher
368
+ - 367 go_emotions/simplified
369
+ - 368 scicite
370
+ - 369 liar
371
+ - 370 lexical_relation_classification/ROOT09
372
+ - 371 lexical_relation_classification/EVALution
373
+ - 372 lexical_relation_classification/CogALexV
374
+ - 373 lexical_relation_classification/BLESS
375
+ - 374 lexical_relation_classification/K&H+N
376
+ - 375 linguisticprobing/coordination_inversion
377
+ - 376 linguisticprobing/odd_man_out
378
+ - 377 linguisticprobing/word_content
379
+ - 378 linguisticprobing/obj_number
380
+ - 379 linguisticprobing/past_present
381
+ - 380 linguisticprobing/tree_depth
382
+ - 381 linguisticprobing/sentence_length
383
+ - 382 linguisticprobing/top_constituents
384
+ - 383 linguisticprobing/bigram_shift
385
+ - 384 linguisticprobing/subj_number
386
+ - 385 crowdflower/sentiment_nuclear_power
387
+ - 386 crowdflower/tweet_global_warming
388
+ - 387 crowdflower/airline-sentiment
389
+ - 388 crowdflower/economic-news
390
+ - 389 crowdflower/political-media-audience
391
+ - 390 crowdflower/political-media-bias
392
+ - 391 crowdflower/political-media-message
393
+ - 392 crowdflower/text_emotion
394
+ - 393 crowdflower/corporate-messaging
395
+ - 394 ethics/commonsense
396
+ - 395 ethics/deontology
397
+ - 396 ethics/justice
398
+ - 397 ethics/virtue
399
+ - 398 emo/emo2019
400
+ - 399 google_wellformed_query
401
+ - 400 tweets_hate_speech_detection
402
+ - 401 adv_glue/adv_sst2
403
+ - 402 adv_glue/adv_qqp
404
+ - 403 adv_glue/adv_mnli
405
+ - 404 adv_glue/adv_mnli_mismatched
406
+ - 405 adv_glue/adv_qnli
407
+ - 406 adv_glue/adv_rte
408
+ - 407 has_part
409
+ - 408 wnut_17/wnut_17
410
+ - 409 ncbi_disease/ncbi_disease
411
+ - 410 acronym_identification
412
+ - 411 jnlpba/jnlpba
413
+ - 412 species_800/species_800
414
+ - 413 ontonotes_english/SpeedOfMagic--ontonotes_english
415
+ - 414 blog_authorship_corpus/gender
416
+ - 415 blog_authorship_corpus/age
417
+ - 416 blog_authorship_corpus/horoscope
418
+ - 417 blog_authorship_corpus/job
419
+ - 418 open_question_type
420
+ - 419 health_fact
421
+ - 420 commonsense_qa
422
+ - 421 mc_taco
423
+ - 422 ade_corpus_v2/Ade_corpus_v2_classification
424
+ - 423 discosense
425
+ - 424 circa
426
+ - 425 code_x_glue_cc_defect_detection
427
+ - 426 code_x_glue_cc_clone_detection_big_clone_bench
428
+ - 427 code_x_glue_cc_code_refinement/medium
429
+ - 428 EffectiveFeedbackStudentWriting
430
+ - 429 promptSentiment
431
+ - 430 promptNLI
432
+ - 431 promptSpoke
433
+ - 432 promptProficiency
434
+ - 433 promptGrammar
435
+ - 434 promptCoherence
436
+ - 435 phrase_similarity
437
+ - 436 scientific-exaggeration-detection
438
+ - 437 quarel
439
+ - 438 fever-evidence-related/mwong--fever-related
440
+ - 439 numer_sense
441
+ - 440 dynasent/dynabench.dynasent.r1.all/r1
442
+ - 441 dynasent/dynabench.dynasent.r2.all/r2
443
+ - 442 Sarcasm_News_Headline
444
+ - 443 sem_eval_2010_task_8