------------------------------------ RoBERTa模型汇总 ------------------------------------ 下表汇总介绍了目前PaddleNLP支持的RoBERTa模型对应预训练权重。 关于模型的具体细节可以参考对应链接。 +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ | Pretrained Weight | Language | Details of the model | +==================================================================================+==============+==================================================================================+ |``hfl/roberta-wwm-ext`` | Chinese | 12-layer, 768-hidden, | | | | 12-heads, 102M parameters. | | | | Trained on English Text using | | | | Whole-Word-Masking with extended data. | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``hfl/roberta-wwm-ext-large`` | Chinese | 24-layer, 1024-hidden, | | | | 16-heads, 325M parameters. | | | | Trained on English Text using | | | | Whole-Word-Masking with extended data. | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``hfl/rbt3`` | Chinese | 3-layer, 768-hidden, | | | | 12-heads, 38M parameters. | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``hfl/rbtl3`` | Chinese | 3-layer, 1024-hidden, | | | | 16-heads, 61M parameters. | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``hfl/rbt4`` | Chinese | 4-layer, 768-hidden, | | | | 12-heads, 47M parameters. | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``hfl/rbt6`` | Chinese | 6-layer, 768-hidden, | | | | 12-heads, 60M parameters. | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``deepset/roberta-base-squad2`` | English | 12-layer, 768-hidden, | | | | 12-heads, 124M parameters. | | | | Trained on English text. | | | | | | | | Please refer to: | | | | `deepset/roberta-base-squad2`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``uer/roberta-base-chinese-extractive-qa`` | Chinese | 12-layer, 768-hidden, | | | | 12-heads, 101M parameters. | | | | Trained on Chinese text. | | | | | | | | Please refer to: | | | | `uer/roberta-base-chinese-extractive-qa`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``uer/roberta-base-finetuned-chinanews-chinese`` | Chinese | 12-layer, 768-hidden, | | | | 12-heads, 102M parameters. | | | | Trained on Chinese text. | | | | | | | | Please refer to: | | | | `uer/roberta-base-finetuned-chinanews-chinese`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``uer/roberta-base-finetuned-cluener2020-chinese`` | Chinese | 12-layer, 768-hidden, | | | | 12-heads, 101M parameters. | | | | Trained on Chinese text. | | | | | | | | Please refer to: | | | | `uer/roberta-base-finetuned-cluener2020-chinese`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``roberta-base`` | English | Please refer to: | | | | `roberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cardiffnlp/twitter-roberta-base-sentiment`` | English | Please refer to: | | | | `cardiffnlp/twitter-roberta-base-sentiment`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``roberta-large`` | English | Please refer to: | | | | `roberta-large`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``distilroberta-base`` | English | Please refer to: | | | | `distilroberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cross-encoder/nli-distilroberta-base`` | English | Please refer to: | | | | `cross-encoder/nli-distilroberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``siebert/sentiment-roberta-large-english`` | English | Please refer to: | | | | `siebert/sentiment-roberta-large-english`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``j-hartmann/emotion-english-distilroberta-base`` | English | Please refer to: | | | | `j-hartmann/emotion-english-distilroberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``roberta-base-openai-detector`` | English | Please refer to: | | | | `roberta-base-openai-detector`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``huggingface/CodeBERTa-small-v1`` | English | Please refer to: | | | | `huggingface/CodeBERTa-small-v1`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis`` | English | Please refer to: | | | | `mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cardiffnlp/twitter-roberta-base-emotion`` | English | Please refer to: | | | | `cardiffnlp/twitter-roberta-base-emotion`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``seyonec/PubChem10M_SMILES_BPE_396_250`` | English | Please refer to: | | | | `seyonec/PubChem10M_SMILES_BPE_396_250`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``textattack/roberta-base-SST-2`` | English | Please refer to: | | | | `textattack/roberta-base-SST-2`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``sshleifer/tiny-distilroberta-base`` | English | Please refer to: | | | | `sshleifer/tiny-distilroberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``thatdramebaazguy/roberta-base-squad`` | English | Please refer to: | | | | `thatdramebaazguy/roberta-base-squad`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``ynie/roberta-large-snli_mnli_fever_anli_R1_R2_R3-nli`` | English | Please refer to: | | | | `ynie/roberta-large-snli_mnli_fever_anli_R1_R2_R3-nli`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``ufal/robeczech-base`` | Czech | Please refer to: | | | | `ufal/robeczech-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``seyonec/PubChem10M_SMILES_BPE_450k`` | English | Please refer to: | | | | `seyonec/PubChem10M_SMILES_BPE_450k`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cardiffnlp/twitter-roberta-base`` | English | Please refer to: | | | | `cardiffnlp/twitter-roberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``seyonec/PubChem10M_SMILES_BPE_50k`` | English | Please refer to: | | | | `seyonec/PubChem10M_SMILES_BPE_50k`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``microsoft/codebert-base-mlm`` | English | Please refer to: | | | | `microsoft/codebert-base-mlm`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``textattack/roberta-base-MNLI`` | English | Please refer to: | | | | `textattack/roberta-base-MNLI`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cardiffnlp/twitter-roberta-base-offensive`` | English | Please refer to: | | | | `cardiffnlp/twitter-roberta-base-offensive`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cross-encoder/stsb-roberta-large`` | English | Please refer to: | | | | `cross-encoder/stsb-roberta-large`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``seyonec/ChemBERTa_zinc250k_v2_40k`` | English | Please refer to: | | | | `seyonec/ChemBERTa_zinc250k_v2_40k`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``uklfr/gottbert-base`` | German | Please refer to: | | | | `uklfr/gottbert-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``seyonec/ChemBERTa-zinc-base-v1`` | English | Please refer to: | | | | `seyonec/ChemBERTa-zinc-base-v1`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``roberta-large-openai-detector`` | English | Please refer to: | | | | `roberta-large-openai-detector`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cross-encoder/quora-roberta-base`` | English | Please refer to: | | | | `cross-encoder/quora-roberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cross-encoder/stsb-roberta-base`` | English | Please refer to: | | | | `cross-encoder/stsb-roberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``microsoft/graphcodebert-base`` | English | Please refer to: | | | | `microsoft/graphcodebert-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cardiffnlp/twitter-roberta-base-hate`` | English | Please refer to: | | | | `cardiffnlp/twitter-roberta-base-hate`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``chkla/roberta-argument`` | English | Please refer to: | | | | `chkla/roberta-argument`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``Salesforce/grappa_large_jnt`` | English | Please refer to: | | | | `Salesforce/grappa_large_jnt`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``vinai/bertweet-large`` | English | Please refer to: | | | | `vinai/bertweet-large`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``allenai/biomed_roberta_base`` | English | Please refer to: | | | | `allenai/biomed_roberta_base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``facebook/muppet-roberta-base`` | English | Please refer to: | | | | `facebook/muppet-roberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``Rakib/roberta-base-on-cuad`` | English | Please refer to: | | | | `Rakib/roberta-base-on-cuad`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cross-encoder/stsb-distilroberta-base`` | English | Please refer to: | | | | `cross-encoder/stsb-distilroberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``nyu-mll/roberta-base-1B-1`` | English | Please refer to: | | | | `nyu-mll/roberta-base-1B-1`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``nyu-mll/roberta-med-small-1M-1`` | English | Please refer to: | | | | `nyu-mll/roberta-med-small-1M-1`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``SkolkovoInstitute/roberta_toxicity_classifier`` | English | Please refer to: | | | | `SkolkovoInstitute/roberta_toxicity_classifier`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``facebook/muppet-roberta-large`` | English | Please refer to: | | | | `facebook/muppet-roberta-large`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``lassl/roberta-ko-small`` | Korean | Please refer to: | | | | `lassl/roberta-ko-small`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``huggingface/CodeBERTa-language-id`` | English | Please refer to: | | | | `huggingface/CodeBERTa-language-id`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``textattack/roberta-base-imdb`` | English | Please refer to: | | | | `textattack/roberta-base-imdb`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``macedonizer/mk-roberta-base`` | Macedonian | Please refer to: | | | | `macedonizer/mk-roberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cross-encoder/nli-MiniLM2-L6-H768`` | English | Please refer to: | | | | `cross-encoder/nli-MiniLM2-L6-H768`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``textattack/roberta-base-QNLI`` | English | Please refer to: | | | | `textattack/roberta-base-QNLI`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``deepset/roberta-base-squad2-covid`` | English | Please refer to: | | | | `deepset/roberta-base-squad2-covid`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``textattack/roberta-base-MRPC`` | English | Please refer to: | | | | `textattack/roberta-base-MRPC`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``bhadresh-savani/roberta-base-emotion`` | English | Please refer to: | | | | `bhadresh-savani/roberta-base-emotion`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``aychang/roberta-base-imdb`` | English | Please refer to: | | | | `aychang/roberta-base-imdb`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cross-encoder/quora-distilroberta-base`` | English | Please refer to: | | | | `cross-encoder/quora-distilroberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``csarron/roberta-base-squad-v1`` | English | Please refer to: | | | | `csarron/roberta-base-squad-v1`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``seyonec/ChemBERTA_PubChem1M_shard00_155k`` | English | Please refer to: | | | | `seyonec/ChemBERTA_PubChem1M_shard00_155k`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``mental/mental-roberta-base`` | English | Please refer to: | | | | `mental/mental-roberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``textattack/roberta-base-CoLA`` | English | Please refer to: | | | | `textattack/roberta-base-CoLA`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``navteca/quora-roberta-base`` | English | Please refer to: | | | | `navteca/quora-roberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cardiffnlp/twitter-roberta-base-emoji`` | English | Please refer to: | | | | `cardiffnlp/twitter-roberta-base-emoji`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``benjamin/roberta-base-wechsel-german`` | Multilingual | Please refer to: | | | | `benjamin/roberta-base-wechsel-german`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``textattack/roberta-base-ag-news`` | English | Please refer to: | | | | `textattack/roberta-base-ag-news`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``johngiorgi/declutr-base`` | English | Please refer to: | | | | `johngiorgi/declutr-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``salesken/query_wellformedness_score`` | English | Please refer to: | | | | `salesken/query_wellformedness_score`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``blinoff/roberta-base-russian-v0`` | Russian | Please refer to: | | | | `blinoff/roberta-base-russian-v0`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``allenai/reviews_roberta_base`` | English | Please refer to: | | | | `allenai/reviews_roberta_base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``ruiqi-zhong/roberta-base-meta-tuning-test`` | English | Please refer to: | | | | `ruiqi-zhong/roberta-base-meta-tuning-test`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``mrm8488/distilroberta-finetuned-tweets-hate-speech`` | English | Please refer to: | | | | `mrm8488/distilroberta-finetuned-tweets-hate-speech`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cointegrated/roberta-large-cola-krishna2020`` | English | Please refer to: | | | | `cointegrated/roberta-large-cola-krishna2020`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``deepset/roberta-base-squad2-distilled`` | English | Please refer to: | | | | `deepset/roberta-base-squad2-distilled`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``tli8hf/unqover-roberta-base-squad`` | English | Please refer to: | | | | `tli8hf/unqover-roberta-base-squad`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cross-encoder/nli-roberta-base`` | English | Please refer to: | | | | `cross-encoder/nli-roberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``nreimers/MiniLMv2-L6-H384-distilled-from-RoBERTa-Large`` | English | Please refer to: | | | | `nreimers/MiniLMv2-L6-H384-distilled-from-RoBERTa-Large`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``seyonec/BPE_SELFIES_PubChem_shard00_160k`` | English | Please refer to: | | | | `seyonec/BPE_SELFIES_PubChem_shard00_160k`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``CLTL/MedRoBERTa.nl`` | Dutch | Please refer to: | | | | `CLTL/MedRoBERTa.nl`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``HooshvareLab/roberta-fa-zwnj-base`` | Persian | Please refer to: | | | | `HooshvareLab/roberta-fa-zwnj-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``nyu-mll/roberta-base-100M-1`` | English | Please refer to: | | | | `nyu-mll/roberta-base-100M-1`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``deepset/tinyroberta-squad2`` | English | Please refer to: | | | | `deepset/tinyroberta-squad2`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``youscan/ukr-roberta-base`` | Ukrainian | Please refer to: | | | | `youscan/ukr-roberta-base`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``navteca/roberta-base-squad2`` | English | Please refer to: | | | | `navteca/roberta-base-squad2`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``bertin-project/bertin-roberta-base-spanish`` | Spanish | Please refer to: | | | | `bertin-project/bertin-roberta-base-spanish`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``shiyue/roberta-large-tac08`` | English | Please refer to: | | | | `shiyue/roberta-large-tac08`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``softcatala/julibert`` | Catalan | Please refer to: | | | | `softcatala/julibert`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``elozano/tweet_sentiment_eval`` | English | Please refer to: | | | | `elozano/tweet_sentiment_eval`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``cahya/roberta-base-indonesian-1.5G`` | Indonesian | Please refer to: | | | | `cahya/roberta-base-indonesian-1.5G`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``elozano/tweet_emotion_eval`` | English | Please refer to: | | | | `elozano/tweet_emotion_eval`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``navteca/roberta-large-squad2`` | English | Please refer to: | | | | `navteca/roberta-large-squad2`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``elozano/tweet_offensive_eval`` | English | Please refer to: | | | | `elozano/tweet_offensive_eval`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ |``ynie/roberta-large_conv_contradiction_detector_v0`` | English | Please refer to: | | | | `ynie/roberta-large_conv_contradiction_detector_v0`_ | +----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+ .. _deepset/roberta-base-squad2: https://huggingface.co/deepset/roberta-base-squad2 .. _uer/roberta-base-chinese-extractive-qa: https://huggingface.co/uer/roberta-base-chinese-extractive-qa .. _uer/roberta-base-finetuned-chinanews-chinese: https://huggingface.co/uer/roberta-base-finetuned-chinanews-chinese .. _uer/roberta-base-finetuned-cluener2020-chinese: https://huggingface.co/uer/uer/roberta-base-finetuned-cluener2020-chinese .. _roberta-base: https://huggingface.co/roberta-base .. _cardiffnlp/twitter-roberta-base-sentiment: https://huggingface.co/cardiffnlp/twitter-roberta-base-sentiment .. _roberta-large: https://huggingface.co/roberta-large .. _distilroberta-base: https://huggingface.co/distilroberta-base .. _cross-encoder/nli-distilroberta-base: https://huggingface.co/cross-encoder/nli-distilroberta-base .. _roberta-base-openai-detector: https://huggingface.co/roberta-base-openai-detector .. _huggingface/CodeBERTa-small-v1: https://huggingface.co/huggingface/CodeBERTa-small-v1 .. _mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis: https://huggingface.co/mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis .. _siebert/sentiment-roberta-large-english: https://huggingface.co/siebert/sentiment-roberta-large-english .. _j-hartmann/emotion-english-distilroberta-base: https://huggingface.co/j-hartmann/emotion-english-distilroberta-base .. _cardiffnlp/twitter-roberta-base-emotion: https://huggingface.co/cardiffnlp/twitter-roberta-base-emotion .. _seyonec/PubChem10M_SMILES_BPE_396_250: https://huggingface.co/seyonec/PubChem10M_SMILES_BPE_396_250 .. _textattack/roberta-base-SST-2: https://huggingface.co/textattack/roberta-base-SST-2 .. _sshleifer/tiny-distilroberta-base: https://huggingface.co/sshleifer/tiny-distilroberta-base .. _thatdramebaazguy/roberta-base-squad: https://huggingface.co/thatdramebaazguy/roberta-base-squad .. _ynie/roberta-large-snli_mnli_fever_anli_R1_R2_R3-nli: https://huggingface.co/ynie/roberta-large-snli_mnli_fever_anli_R1_R2_R3-nli .. _ufal/robeczech-base: https://huggingface.co/ufal/robeczech-base .. _seyonec/PubChem10M_SMILES_BPE_450k: https://huggingface.co/seyonec/PubChem10M_SMILES_BPE_450k .. _cardiffnlp/twitter-roberta-base: https://huggingface.co/cardiffnlp/twitter-roberta-base .. _seyonec/PubChem10M_SMILES_BPE_50k: https://huggingface.co/seyonec/PubChem10M_SMILES_BPE_50k .. _microsoft/codebert-base-mlm: https://huggingface.co/microsoft/codebert-base-mlm .. _textattack/roberta-base-MNLI: https://huggingface.co/textattack/roberta-base-MNLI .. _cardiffnlp/twitter-roberta-base-offensive: https://huggingface.co/cardiffnlp/twitter-roberta-base-offensive .. _cross-encoder/stsb-roberta-large: https://huggingface.co/cross-encoder/stsb-roberta-large .. _seyonec/ChemBERTa_zinc250k_v2_40k: https://huggingface.co/seyonec/ChemBERTa_zinc250k_v2_40k .. _uklfr/gottbert-base: https://huggingface.co/uklfr/gottbert-base .. _seyonec/ChemBERTa-zinc-base-v1: https://huggingface.co/seyonec/ChemBERTa-zinc-base-v1 .. _roberta-large-openai-detector: https://huggingface.co/roberta-large-openai-detector .. _cross-encoder/quora-roberta-base: https://huggingface.co/cross-encoder/quora-roberta-base .. _cross-encoder/stsb-roberta-base: https://huggingface.co/cross-encoder/stsb-roberta-base .. _microsoft/graphcodebert-base: https://huggingface.co/microsoft/graphcodebert-base .. _cardiffnlp/twitter-roberta-base-hate: https://huggingface.co/cardiffnlp/twitter-roberta-base-hate .. _chkla/roberta-argument: https://huggingface.co/chkla/roberta-argument .. _Salesforce/grappa_large_jnt: https://huggingface.co/Salesforce/grappa_large_jnt .. _vinai/bertweet-large: https://huggingface.co/vinai/bertweet-large .. _allenai/biomed_roberta_base: https://huggingface.co/allenai/biomed_roberta_base .. _facebook/muppet-roberta-base: https://huggingface.co/facebook/muppet-roberta-base .. _Rakib/roberta-base-on-cuad: https://huggingface.co/Rakib/roberta-base-on-cuad .. _cross-encoder/stsb-distilroberta-base: https://huggingface.co/cross-encoder/stsb-distilroberta-base .. _nyu-mll/roberta-base-1B-1: https://huggingface.co/nyu-mll/roberta-base-1B-1 .. _nyu-mll/roberta-med-small-1M-1: https://huggingface.co/nyu-mll/roberta-med-small-1M-1 .. _SkolkovoInstitute/roberta_toxicity_classifier: https://huggingface.co/SkolkovoInstitute/roberta_toxicity_classifier .. _facebook/muppet-roberta-large: https://huggingface.co/facebook/muppet-roberta-large .. _lassl/roberta-ko-small: https://huggingface.co/lassl/roberta-ko-small .. _huggingface/CodeBERTa-language-id: https://huggingface.co/huggingface/CodeBERTa-language-id .. _textattack/roberta-base-imdb: https://huggingface.co/textattack/roberta-base-imdb .. _macedonizer/mk-roberta-base: https://huggingface.co/macedonizer/mk-roberta-base .. _cross-encoder/nli-MiniLM2-L6-H768: https://huggingface.co/cross-encoder/nli-MiniLM2-L6-H768 .. _textattack/roberta-base-QNLI: https://huggingface.co/textattack/roberta-base-QNLI .. _deepset/roberta-base-squad2-covid: https://huggingface.co/deepset/roberta-base-squad2-covid .. _textattack/roberta-base-MRPC: https://huggingface.co/textattack/roberta-base-MRPC .. _bhadresh-savani/roberta-base-emotion: https://huggingface.co/bhadresh-savani/roberta-base-emotion .. _aychang/roberta-base-imdb: https://huggingface.co/aychang/roberta-base-imdb .. _cross-encoder/quora-distilroberta-base: https://huggingface.co/cross-encoder/quora-distilroberta-base .. _csarron/roberta-base-squad-v1: https://huggingface.co/csarron/roberta-base-squad-v1 .. _seyonec/ChemBERTA_PubChem1M_shard00_155k: https://huggingface.co/seyonec/ChemBERTA_PubChem1M_shard00_155k .. _mental/mental-roberta-base: https://huggingface.co/mental/mental-roberta-base .. _textattack/roberta-base-CoLA: https://huggingface.co/textattack/roberta-base-CoLA .. _navteca/quora-roberta-base: https://huggingface.co/navteca/quora-roberta-base .. _cardiffnlp/twitter-roberta-base-emoji: https://huggingface.co/cardiffnlp/twitter-roberta-base-emoji .. _benjamin/roberta-base-wechsel-german: https://huggingface.co/benjamin/roberta-base-wechsel-german .. _textattack/roberta-base-ag-news: https://huggingface.co/textattack/roberta-base-ag-news .. _johngiorgi/declutr-base: https://huggingface.co/johngiorgi/declutr-base .. _salesken/query_wellformedness_score: https://huggingface.co/salesken/query_wellformedness_score .. _blinoff/roberta-base-russian-v0: https://huggingface.co/blinoff/roberta-base-russian-v0 .. _allenai/reviews_roberta_base: https://huggingface.co/allenai/reviews_roberta_base .. _ruiqi-zhong/roberta-base-meta-tuning-test: https://huggingface.co/ruiqi-zhong/roberta-base-meta-tuning-test .. _mrm8488/distilroberta-finetuned-tweets-hate-speech: https://huggingface.co/mrm8488/distilroberta-finetuned-tweets-hate-speech .. _cointegrated/roberta-large-cola-krishna2020: https://huggingface.co/cointegrated/roberta-large-cola-krishna2020 .. _deepset/roberta-base-squad2-distilled: https://huggingface.co/deepset/roberta-base-squad2-distilled .. _tli8hf/unqover-roberta-base-squad: https://huggingface.co/tli8hf/unqover-roberta-base-squad .. _cross-encoder/nli-roberta-base: https://huggingface.co/cross-encoder/nli-roberta-base .. _nreimers/MiniLMv2-L6-H384-distilled-from-RoBERTa-Large: https://huggingface.co/nreimers/MiniLMv2-L6-H384-distilled-from-RoBERTa-Large .. _seyonec/BPE_SELFIES_PubChem_shard00_160k: https://huggingface.co/seyonec/BPE_SELFIES_PubChem_shard00_160k .. _CLTL/MedRoBERTa.nl: https://huggingface.co/CLTL/MedRoBERTa.nl .. _HooshvareLab/roberta-fa-zwnj-base: https://huggingface.co/HooshvareLab/roberta-fa-zwnj-base .. _nyu-mll/roberta-base-100M-1: https://huggingface.co/nyu-mll/roberta-base-100M-1 .. _deepset/tinyroberta-squad2: https://huggingface.co/deepset/tinyroberta-squad2 .. _youscan/ukr-roberta-base: https://huggingface.co/youscan/ukr-roberta-base .. _navteca/roberta-base-squad2: https://huggingface.co/navteca/roberta-base-squad2 .. _bertin-project/bertin-roberta-base-spanish: https://huggingface.co/bertin-project/bertin-roberta-base-spanish .. _shiyue/roberta-large-tac08: https://huggingface.co/shiyue/roberta-large-tac08 .. _softcatala/julibert: https://huggingface.co/softcatala/julibert .. _elozano/tweet_sentiment_eval: https://huggingface.co/elozano/tweet_sentiment_eval .. _cahya/roberta-base-indonesian-1.5G: https://huggingface.co/cahya/roberta-base-indonesian-1.5G .. _elozano/tweet_emotion_eval: https://huggingface.co/elozano/tweet_emotion_eval .. _navteca/roberta-large-squad2: https://huggingface.co/navteca/roberta-large-squad2 .. _elozano/tweet_offensive_eval: https://huggingface.co/elozano/tweet_offensive_eval .. _ynie/roberta-large_conv_contradiction_detector_v0: https://huggingface.co/ynie/roberta-large_conv_contradiction_detector_v0