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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+ ---
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+ datasets:
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+ - hellaswag
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+ - ag_news
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+ - pietrolesci/nli_fever
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+ - numer_sense
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+ - go_emotions
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+ - Ericwang/promptProficiency
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+ - poem_sentiment
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+ - pietrolesci/robust_nli_is_sd
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+ - sileod/probability_words_nli
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+ - social_i_qa
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+ - trec
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+ - pietrolesci/gen_debiased_nli
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+ - snips_built_in_intents
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+ - metaeval/imppres
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+ - metaeval/crowdflower
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+ - tals/vitaminc
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+ - dream
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+ - metaeval/babi_nli
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+ - Ericwang/promptSpoke
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+ - metaeval/ethics
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+ - art
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+ - ai2_arc
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+ - discovery
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+ - Ericwang/promptGrammar
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+ - code_x_glue_cc_clone_detection_big_clone_bench
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+ - prajjwal1/discosense
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+ - pietrolesci/joci
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+ - Anthropic/model-written-evals
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+ - utilitarianism
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+ - emo
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+ - tweets_hate_speech_detection
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+ - piqa
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+ - blog_authorship_corpus
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+ - SpeedOfMagic/ontonotes_english
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+ - circa
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+ - app_reviews
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+ - anli
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+ - Ericwang/promptSentiment
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+ - codah
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+ - definite_pronoun_resolution
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+ - health_fact
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+ - tweet_eval
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+ - hate_speech18
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+ - glue
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+ - hendrycks_test
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+ - paws
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+ - bigbench
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+ - hate_speech_offensive
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+ - blimp
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+ - sick
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+ - turingbench/TuringBench
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+ - martn-nguyen/contrast_nli
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+ - Anthropic/hh-rlhf
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+ - openbookqa
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+ - species_800
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+ - alisawuffles/WANLI
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+ - ethos
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+ - pietrolesci/mpe
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+ - wiki_hop
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+ - pietrolesci/glue_diagnostics
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+ - mc_taco
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+ - quarel
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+ - PiC/phrase_similarity
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+ - strombergnlp/rumoureval_2019
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+ - quail
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+ - acronym_identification
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+ - pietrolesci/robust_nli
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+ - quora
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+ - wnut_17
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+ - dynabench/dynasent
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+ - pietrolesci/gpt3_nli
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+ - truthful_qa
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+ - pietrolesci/add_one_rte
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+ - pietrolesci/breaking_nli
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+ - copenlu/scientific-exaggeration-detection
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+ - medical_questions_pairs
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+ - rotten_tomatoes
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+ - scicite
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+ - scitail
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+ - pietrolesci/dialogue_nli
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+ - code_x_glue_cc_defect_detection
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+ - nightingal3/fig-qa
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+ - pietrolesci/conj_nli
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+ - liar
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+ - sciq
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+ - head_qa
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+ - pietrolesci/dnc
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+ - quartz
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+ - wiqa
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+ - code_x_glue_cc_code_refinement
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+ - Ericwang/promptCoherence
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+ - joey234/nan-nli
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+ - hope_edi
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+ - jnlpba
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+ - yelp_review_full
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+ - pietrolesci/recast_white
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+ - swag
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+ - banking77
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+ - cosmos_qa
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+ - financial_phrasebank
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+ - hans
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+ - pietrolesci/fracas
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+ - math_qa
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+ - conll2003
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+ - qasc
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+ - ncbi_disease
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+ - mwong/fever-evidence-related
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+ - YaHi/EffectiveFeedbackStudentWriting
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+ - ade_corpus_v2
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+ - amazon_polarity
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+ - pietrolesci/robust_nli_li_ts
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+ - super_glue
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+ - adv_glue
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+ - Ericwang/promptNLI
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+ - cos_e
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+ - launch/open_question_type
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+ - lex_glue
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+ - has_part
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+ - pragmeval
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+ - sem_eval_2010_task_8
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+ - imdb
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+ - humicroedit
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+ - sms_spam
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+ - dbpedia_14
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+ - commonsense_qa
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+ - hlgd
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+ - snli
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+ - hyperpartisan_news_detection
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+ - google_wellformed_query
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+ - raquiba/Sarcasm_News_Headline
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+ - metaeval/recast
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+ - winogrande
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+ - relbert/lexical_relation_classification
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+ - metaeval/linguisticprobing
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+ ---
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+
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+ # Model Card for Model ID
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+
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+ <!-- Provide a quick summary of what the model is/does. -->
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+
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+ # Table of Contents
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+
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+ 1. [Model Details](#model-details)
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+ 2. [Uses](#uses)
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+ 3. [Bias, Risks, and Limitations](#bias-risks-and-limitations)
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+ 4. [Training Details](#training-details)
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+ 5. [Evaluation](#evaluation)
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+ 6. [Model Examination](#model-examination-optional)
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+ 7. [Environmental Impact](#environmental-impact)
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+ 8. [Technical Specifications](#technical-specifications-optional)
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+ 9. [Citation](#citation-optional)
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+ 10. [Glossary](#glossary-optional)
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+ 11. [More Information](#more-information-optional)
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+ 12. [Model Card Authors](#model-card-authors-optional)
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+ 13. [Model Card Contact](#model-card-contact)
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+ 14. [How To Get Started With the Model](#how-to-get-started-with-the-model)
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+
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+
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+ # Model Details
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+
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+ ## Model Description
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+
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+ <!-- Provide a longer summary of what this model is. -->
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+
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+
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+
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+ - **Developed by:** [More Information Needed]
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+ - **Shared by [optional]:** [More Information Needed]
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+ - **Model type:** [More Information Needed]
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+ - **Language(s) (NLP):** [More Information Needed]
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+ - **License:** [More Information Needed]
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+ - **Related Models [optional]:** [More Information Needed]
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+ - **Parent Model [optional]:** [More Information Needed]
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+ - **Resources for more information:** [More Information Needed]
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+
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+ # Uses
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+
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+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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+
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+ ## Direct Use
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+
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+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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+
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+ [More Information Needed]
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+
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+ ## Downstream Use [optional]
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+
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+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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+
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+ [More Information Needed]
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+
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+ ## Out-of-Scope Use
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+
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+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
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+
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+ [More Information Needed]
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+
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+ # Bias, Risks, and Limitations
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+
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+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
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+
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+ [More Information Needed]
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+
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+ ## Recommendations
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+
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+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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+
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+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recomendations.
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+
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+ # Training Details
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+
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+ ## Training Data
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+
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+ <!-- This should link to a Data Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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+
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+ [More Information Needed]
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+
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+ ## Training Procedure [optional]
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+
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+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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+
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+ ### Preprocessing
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+
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+ [More Information Needed]
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+
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+ ### Speeds, Sizes, Times
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+
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+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
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+
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+ [More Information Needed]
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+
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+ # Evaluation
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+
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+ <!-- This section describes the evaluation protocols and provides the results. -->
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+
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+ ## Testing Data, Factors & Metrics
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+
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+ ### Testing Data
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+
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+ <!-- This should link to a Data Card if possible. -->
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+
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+ [More Information Needed]
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+
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+ ### Factors
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+
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+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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+
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+ [More Information Needed]
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+
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+ ### Metrics
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+
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+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
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+
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+ [More Information Needed]
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+
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+ ## Results
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+
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+ [More Information Needed]
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+
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+ # Model Examination [optional]
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+
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+ <!-- Relevant interpretability work for the model goes here -->
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+
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+ [More Information Needed]
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+
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+ # Environmental Impact
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+
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+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
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+
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+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
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+
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+ - **Hardware Type:** [More Information Needed]
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+ - **Hours used:** [More Information Needed]
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+ - **Cloud Provider:** [More Information Needed]
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+ - **Compute Region:** [More Information Needed]
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+ - **Carbon Emitted:** [More Information Needed]
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+
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+ # Technical Specifications [optional]
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+
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+ ## Model Architecture and Objective
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+
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+ [More Information Needed]
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+
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+ ## Compute Infrastructure
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+
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+ [More Information Needed]
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+
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+ ### Hardware
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+
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+ [More Information Needed]
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+
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+ ### Software
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+
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+ [More Information Needed]
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+
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+ # Citation [optional]
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+
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+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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+
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+ **BibTeX:**
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+
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+ [More Information Needed]
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+
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+ **APA:**
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+
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+ [More Information Needed]
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+
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+ # Glossary [optional]
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+
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+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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+
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+ [More Information Needed]
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+
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+ # More Information [optional]
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+
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+ [More Information Needed]
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+
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+ # Model Card Authors [optional]
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+
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+ [More Information Needed]
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+
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+ # Model Card Contact
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+
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+ [More Information Needed]
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+
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+ # How to Get Started with the Model
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+
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+ Use the code below to get started with the model.
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+
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+ <details>
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+ <summary> Click to expand </summary>
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+
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+ [More Information Needed]
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+
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+ </details>