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metadata
language:
  - en
pipeline_tag: zero-shot-classification
tags:
  - smol
datasets:
  - glue
  - super_glue
  - anli
  - metaeval/babi_nli
  - sick
  - snli
  - scitail
  - hans
  - alisawuffles/WANLI
  - metaeval/recast
  - sileod/probability_words_nli
  - joey234/nan-nli
  - pietrolesci/nli_fever
  - pietrolesci/breaking_nli
  - pietrolesci/conj_nli
  - pietrolesci/fracas
  - pietrolesci/dialogue_nli
  - pietrolesci/mpe
  - pietrolesci/dnc
  - pietrolesci/recast_white
  - pietrolesci/joci
  - pietrolesci/robust_nli
  - pietrolesci/robust_nli_is_sd
  - pietrolesci/robust_nli_li_ts
  - pietrolesci/gen_debiased_nli
  - pietrolesci/add_one_rte
  - metaeval/imppres
  - hlgd
  - paws
  - medical_questions_pairs
  - conll2003
  - Anthropic/model-written-evals
  - truthful_qa
  - nightingal3/fig-qa
  - tasksource/bigbench
  - blimp
  - cos_e
  - cosmos_qa
  - dream
  - openbookqa
  - qasc
  - quartz
  - quail
  - head_qa
  - sciq
  - social_i_qa
  - wiki_hop
  - wiqa
  - piqa
  - hellaswag
  - pkavumba/balanced-copa
  - 12ml/e-CARE
  - art
  - tasksource/mmlu
  - winogrande
  - codah
  - ai2_arc
  - definite_pronoun_resolution
  - swag
  - math_qa
  - metaeval/utilitarianism
  - mteb/amazon_counterfactual
  - SetFit/insincere-questions
  - SetFit/toxic_conversations
  - turingbench/TuringBench
  - trec
  - tals/vitaminc
  - hope_edi
  - strombergnlp/rumoureval_2019
  - ethos
  - tweet_eval
  - discovery
  - pragmeval
  - silicone
  - lex_glue
  - papluca/language-identification
  - imdb
  - rotten_tomatoes
  - ag_news
  - yelp_review_full
  - financial_phrasebank
  - poem_sentiment
  - dbpedia_14
  - amazon_polarity
  - app_reviews
  - hate_speech18
  - sms_spam
  - humicroedit
  - snips_built_in_intents
  - hate_speech_offensive
  - yahoo_answers_topics
  - pacovaldez/stackoverflow-questions
  - zapsdcn/hyperpartisan_news
  - zapsdcn/sciie
  - zapsdcn/citation_intent
  - go_emotions
  - allenai/scicite
  - liar
  - relbert/lexical_relation_classification
  - tasksource/crowdflower
  - metaeval/ethics
  - emo
  - google_wellformed_query
  - tweets_hate_speech_detection
  - has_part
  - wnut_17
  - ncbi_disease
  - acronym_identification
  - jnlpba
  - SpeedOfMagic/ontonotes_english
  - blog_authorship_corpus
  - launch/open_question_type
  - health_fact
  - commonsense_qa
  - mc_taco
  - ade_corpus_v2
  - prajjwal1/discosense
  - circa
  - PiC/phrase_similarity
  - copenlu/scientific-exaggeration-detection
  - quarel
  - mwong/fever-evidence-related
  - numer_sense
  - dynabench/dynasent
  - raquiba/Sarcasm_News_Headline
  - sem_eval_2010_task_8
  - demo-org/auditor_review
  - medmcqa
  - RuyuanWan/Dynasent_Disagreement
  - RuyuanWan/Politeness_Disagreement
  - RuyuanWan/SBIC_Disagreement
  - RuyuanWan/SChem_Disagreement
  - RuyuanWan/Dilemmas_Disagreement
  - lucasmccabe/logiqa
  - wiki_qa
  - metaeval/cycic_classification
  - metaeval/cycic_multiplechoice
  - metaeval/sts-companion
  - metaeval/commonsense_qa_2.0
  - metaeval/lingnli
  - metaeval/monotonicity-entailment
  - metaeval/arct
  - metaeval/scinli
  - metaeval/naturallogic
  - onestop_qa
  - demelin/moral_stories
  - corypaik/prost
  - aps/dynahate
  - metaeval/syntactic-augmentation-nli
  - metaeval/autotnli
  - lasha-nlp/CONDAQA
  - openai/webgpt_comparisons
  - Dahoas/synthetic-instruct-gptj-pairwise
  - metaeval/scruples
  - metaeval/wouldyourather
  - metaeval/defeasible-nli
  - metaeval/help-nli
  - metaeval/nli-veridicality-transitivity
  - metaeval/natural-language-satisfiability
  - metaeval/lonli
  - metaeval/dadc-limit-nli
  - ColumbiaNLP/FLUTE
  - metaeval/strategy-qa
  - openai/summarize_from_feedback
  - tasksource/folio
  - metaeval/tomi-nli
  - metaeval/avicenna
  - stanfordnlp/SHP
  - GBaker/MedQA-USMLE-4-options-hf
  - sileod/wikimedqa
  - declare-lab/cicero
  - amydeng2000/CREAK
  - metaeval/mutual
  - inverse-scaling/NeQA
  - inverse-scaling/quote-repetition
  - inverse-scaling/redefine-math
  - metaeval/puzzte
  - metaeval/implicatures
  - race
  - metaeval/race-c
  - metaeval/spartqa-yn
  - metaeval/spartqa-mchoice
  - metaeval/temporal-nli
  - riddle_sense
  - metaeval/clcd-english
  - maximedb/twentyquestions
  - metaeval/reclor
  - metaeval/counterfactually-augmented-imdb
  - metaeval/counterfactually-augmented-snli
  - metaeval/cnli
  - metaeval/boolq-natural-perturbations
  - metaeval/acceptability-prediction
  - metaeval/equate
  - metaeval/ScienceQA_text_only
  - Jiangjie/ekar_english
  - metaeval/implicit-hate-stg1
  - metaeval/chaos-mnli-ambiguity
  - IlyaGusev/headline_cause
  - metaeval/logiqa-2.0-nli
  - tasksource/oasst2_dense_flat
  - sileod/mindgames
  - universal_dependencies
  - metaeval/ambient
  - metaeval/path-naturalness-prediction
  - civil_comments
  - AndyChiang/cloth
  - AndyChiang/dgen
  - tasksource/I2D2
  - webis/args_me
  - webis/Touche23-ValueEval
  - tasksource/starcon
  - PolyAI/banking77
  - tasksource/ConTRoL-nli
  - tasksource/tracie
  - tasksource/sherliic
  - tasksource/sen-making
  - tasksource/winowhy
  - mediabiasgroup/mbib-base
  - tasksource/robustLR
  - CLUTRR/v1
  - tasksource/logical-fallacy
  - tasksource/parade
  - tasksource/cladder
  - tasksource/subjectivity
  - tasksource/MOH
  - tasksource/VUAC
  - tasksource/TroFi
  - sharc_modified
  - tasksource/conceptrules_v2
  - metaeval/disrpt
  - conll2000
  - DFKI-SLT/few-nerd
  - nlpaueb/finer-139
  - tasksource/zero-shot-label-nli
  - tasksource/com2sense
  - tasksource/scone
  - tasksource/winodict
  - tasksource/fool-me-twice
  - tasksource/monli
  - tasksource/corr2cause
  - lighteval/lsat_qa
  - tasksource/apt
  - zeroshot/twitter-financial-news-sentiment
  - tasksource/icl-symbol-tuning-instruct
  - tasksource/SpaceNLI
  - sihaochen/propsegment
  - HannahRoseKirk/HatemojiBuild
  - tasksource/regset
  - tasksource/esci
  - lmsys/chatbot_arena_conversations
  - neurae/dnd_style_intents
  - hitachi-nlp/FLD.v2
  - tasksource/SDOH-NLI
  - allenai/scifact_entailment
  - tasksource/feasibilityQA
  - tasksource/simple_pair
  - tasksource/AdjectiveScaleProbe-nli
  - tasksource/resnli
  - tasksource/SpaRTUN
  - tasksource/ReSQ
  - tasksource/semantic_fragments_nli
  - MoritzLaurer/dataset_train_nli
  - tasksource/stepgame
  - tasksource/nlgraph
  - tasksource/oasst2_pairwise_rlhf_reward
  - tasksource/hh-rlhf
  - tasksource/ruletaker
  - qbao775/PARARULE-Plus
  - tasksource/proofwriter
  - tasksource/logical-entailment
  - tasksource/nope
  - tasksource/LogicNLI
  - kiddothe2b/contract-nli
  - AshtonIsNotHere/nli4ct_semeval2024
  - tasksource/lsat-ar
  - tasksource/lsat-rc
  - AshtonIsNotHere/biosift-nli
  - tasksource/brainteasers
  - Anthropic/persuasion
  - erbacher/AmbigNQ-clarifying-question
  - tasksource/SIGA-nli

deberta-v3-xsmall fine-tuned for 100k steps on the tasksource collection (the most recent version up to date) refer to the this page for documentation :[https://huggingface.co/sileod/deberta-v3-base-tasksource-nli]