Natural Language Processing Models

See also: Natural Language Processing and Models

Model	HF Name	Creator	Task	Library	Dataset	Language	Paper	Related to	License
ALBERT Base v1 model	albert-base-v1	Google	Fill-Mask	PyTorch TensorFlow Transformers	Wikipedia Bookcorpus	English	1909.11942	Exbert Albert	Apache-2.0
ALBERT Base v2 model	albert-base-v2	Google	Fill-Mask	PyTorch TensorFlow JAX Transformers Rust	Wikipedia Bookcorpus	English	1909.11942	Albert	Apache-2.0
ALBERT XLarge v1 model	albert-xlarge-v1	Google	Fill-Mask	PyTorch TensorFlow Transformers	Wikipedia Bookcorpus	English	1909.11942	Albert	Apache-2.0
ALBERT XLarge v2 model	albert-xlarge-v2	Google	Fill-Mask	PyTorch TensorFlow Transformers	Wikipedia Bookcorpus	English	1909.11942	Albert	Apache-2.0
All-MPNet-base-v2 model	sentence-transformers/all-mpnet-base-v2	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch Sentence Transformers	S2orc Flax-sentence-embeddings/stackexchange xml Gooaq Yahoo answers topics Code search net Search qa Eli5 Snli Multi nli Wikihow Natural questions Trivia qa Embedding-data/sentence-compression Embedding-data/flickr30k-captions Embedding-data/altlex Embedding-data/simple-wiki Embedding-data/QQP Embedding-data/SPECTER Embedding-data/PAQ pairs Embedding-data/WikiAnswers MS Marco	English	1904.06472 2102.07033 2104.08727 1704.05179 1810.09305	Mpnet	Apache-2.0
All-MiniLM-L12-v2 model	sentence-transformers/all-MiniLM-L12-v2	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch Rust Sentence Transformers	S2orc Flax-sentence-embeddings/stackexchange xml Gooaq Yahoo answers topics Code search net Search qa Eli5 Snli Multi nli Wikihow Natural questions Trivia qa Embedding-data/sentence-compression Embedding-data/flickr30k-captions Embedding-data/altlex Embedding-data/simple-wiki Embedding-data/QQP Embedding-data/SPECTER Embedding-data/PAQ pairs Embedding-data/WikiAnswers MS Marco	English	1904.06472 2102.07033 2104.08727 1704.05179 1810.09305	BERT	Apache-2.0
All-MiniLM-L6-v2 model	sentence-transformers/all-MiniLM-L6-v2	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch TensorFlow Rust Sentence Transformers	S2orc Flax-sentence-embeddings/stackexchange xml Ms marco Gooaq Yahoo answers topics Code search net Search qa Eli5 Snli Multi nli Wikihow Natural questions Trivia qa Embedding-data/sentence-compression Embedding-data/flickr30k-captions Embedding-data/altlex Embedding-data/simple-wiki Embedding-data/QQP Embedding-data/SPECTER Embedding-data/PAQ pairs Embedding-data/WikiAnswers	English	1904.06472 2102.07033 2104.08727 1704.05179 1810.09305	BERT	Apache-2.0
All-distilRoBERTa-v1 model	sentence-transformers/all-distilroberta-v1	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch Rust Sentence Transformers	S2orc Flax-sentence-embeddings/stackexchange xml Gooaq Yahoo answers topics Code search net Search qa Eli5 Snli Multi nli Wikihow Natural questions Trivia qa Embedding-data/sentence-compression Embedding-data/flickr30k-captions Embedding-data/altlex Embedding-data/simple-wiki Embedding-data/QQP Embedding-data/SPECTER Embedding-data/PAQ pairs Embedding-data/WikiAnswers MS Marco	English	1904.06472 2102.07033 2104.08727 1704.05179 1810.09305	Roberta	Apache-2.0
AutoNLP-Gibberish-Detector-492513457 model	madhurjindal/autonlp-Gibberish-Detector-492513457	Madhurjindal	Text Classification	PyTorch Transformers	Madhurjindal/autonlp-data-Gibberish-Detector	English		Distilbert Trained with AutoTrain
BART (large-sized), fine-tuned on CNN Daily Mail model	facebook/bart-large-cnn	Meta	Text2Text Generation Summarization	PyTorch TensorFlow JAX Transformers Rust	Cnn dailymail	English	1910.13461	Bart	Mit
BART for Chinese Spelling Correction (BART4csc) model	shibing624/bart4csc-base-chinese	Shibing624	Text2Text Generation	PyTorch Transformers		Chinese		Bart	Apache-2.0
BART-large-MNLI model	facebook/bart-large-mnli	Meta	Text Classification Zero-Shot Classification	PyTorch JAX Safetensors Transformers Rust	Multi nli		1910.13461 1909.00161	Bart	Mit
BART-large-cnn-samsum model	philschmid/bart-large-cnn-samsum	Philschmid	Text2Text Generation Summarization	PyTorch Transformers	Samsum	English		Bart Sagemaker	Mit
BART-large-xsum-samsum model	lidiya/bart-large-xsum-samsum	Lidiya	Text2Text Generation Summarization	PyTorch Transformers	Samsum	English		Bart Seq2seq	Apache-2.0
BERT Miniatures L-12 H-768 A-12 model	google/bert_uncased_L-12_H-768_A-12	Google		PyTorch JAX Transformers			1908.08962	BERT	Apache-2.0
BERT Miniatures L-2 H-128 A-2 model	google/bert_uncased_L-2_H-128_A-2	Google		PyTorch JAX Transformers			1908.08962	BERT	Apache-2.0
BERT base (cased) model	bert-base-cased	Google	Fill-Mask	PyTorch TensorFlow JAX Safetensors Transformers	Wikipedia Bookcorpus	English	1810.04805	Exbert BERT	Apache-2.0
BERT base (uncased) model	bert-base-uncased	Google	Fill-Mask	PyTorch TensorFlow JAX Safetensors Transformers Rust	Wikipedia Bookcorpus	English	1810.04805	Exbert BERT	Apache-2.0
BERT base Japanese (IPA dictionary) model	cl-tohoku/bert-base-japanese	Cl-tohoku	Fill-Mask	PyTorch TensorFlow JAX Transformers	Wikipedia	Japanese		BERT	Cc-by-sa-4.0
BERT base Japanese (IPA dictionary, whole word masking enabled) model	cl-tohoku/bert-base-japanese-whole-word-masking	Cl-tohoku	Fill-Mask	PyTorch TensorFlow JAX Transformers	Wikipedia	Japanese		BERT	Cc-by-sa-4.0
BERT base Japanese (character tokenization) model	cl-tohoku/bert-base-japanese-char	Cl-tohoku	Fill-Mask	PyTorch TensorFlow JAX Transformers	Wikipedia	Japanese		BERT	Cc-by-sa-4.0
BERT base Japanese (character-level tokenization with whole word masking, jawiki-20200831) model	cl-tohoku/bert-base-japanese-char-v2	Cl-tohoku	Fill-Mask	PyTorch TensorFlow JAX Transformers	Wikipedia	Japanese		BERT	Cc-by-sa-4.0
BERT base Japanese (unidic-lite with whole word masking, jawiki-20200831) model	cl-tohoku/bert-base-japanese-v2	Cl-tohoku	Fill-Mask	PyTorch TensorFlow JAX Transformers	Wikipedia	Japanese		BERT	Cc-by-sa-4.0
BERT base for Korean model	kykim/bertshared-kor-base	Kykim	Text2Text Generation	PyTorch Transformers		Korean		Encoder-decoder
BERT large (cased) model	bert-large-cased	Google	Fill-Mask	PyTorch TensorFlow JAX Transformers	Wikipedia Bookcorpus	English	1810.04805	BERT	Apache-2.0
BERT large (uncased) model	bert-large-uncased	Google	Fill-Mask	PyTorch TensorFlow JAX Safetensors Transformers	Wikipedia Bookcorpus	English	1810.04805	BERT	Apache-2.0
BERT large (uncased) whole word masking finetuned on SQuAD model	bert-large-uncased-whole-word-masking-finetuned-squad	Google	Question Answering	PyTorch TensorFlow JAX Transformers	Wikipedia Bookcorpus	English	1810.04805	BERT	Apache-2.0
BERT multilingual base (cased) model	bert-base-multilingual-cased	Google	Fill-Mask	PyTorch TensorFlow JAX Safetensors Transformers	Wikipedia	104 languages	1810.04805	BERT	Apache-2.0
BERT multilingual base (uncased) model	bert-base-multilingual-uncased	Google	Fill-Mask	PyTorch TensorFlow JAX Transformers	Wikipedia	102 languages	1810.04805	BERT	Apache-2.0
BERT tiny model	prajjwal1/bert-tiny	Prajjwal1		PyTorch Transformers		English	1908.08962 2110.01518	BERT MNLI NLI Transformer Pre-training	Mit
BERT-Base-Uncased-Go-Emotion model	bhadresh-savani/bert-base-go-emotion	Bhadresh-savani	Text Classification	PyTorch Transformers	Go emotions	English		BERT Go-emotion	Apache-2.0
BERT-base-Chinese model	bert-base-chinese	Google	Fill-Mask	PyTorch TensorFlow JAX Safetensors Transformers		Chinese		BERT
BERT-base-NER model	dslim/bert-base-NER	Dslim	Token Classification	PyTorch TensorFlow JAX Transformers	Conll2003	English	1810.04805	BERT	Mit
BERT-base-NER-uncased model	dslim/bert-base-NER-uncased	Dslim	Token Classification	PyTorch TensorFlow JAX Transformers				BERT
BERT-base-multilingual-cased-NER-hrl model	Davlan/bert-base-multilingual-cased-ner-hrl	Davlan	Token Classification	PyTorch TensorFlow Transformers				BERT
BERT-base-multilingual-uncased-sentiment model	nlptown/bert-base-multilingual-uncased-sentiment	Nlptown	Text Classification	PyTorch TensorFlow JAX Transformers		6 languages		BERT	Mit
BERT-base-uncased-MNLI model	textattack/bert-base-uncased-MNLI	Textattack	Text Classification	PyTorch JAX Transformers				BERT
BERT-base-uncased-SST-2 model	textattack/bert-base-uncased-SST-2	Textattack	Text Classification	PyTorch JAX Transformers				BERT
BERT-base-uncased-STS-B model	textattack/bert-base-uncased-STS-B	Textattack	Text Classification	PyTorch JAX Transformers				BERT
BERT-base-uncased-yelp-polarity model	textattack/bert-base-uncased-yelp-polarity	Textattack	Text Classification	PyTorch JAX Transformers				BERT
BERT-lage-NER model	dslim/bert-large-NER	Dslim	Token Classification	PyTorch TensorFlow JAX Transformers	Conll2003	English	1810.04805	BERT	Mit
BERT-large-cased-finetuned-conll03-English model	dbmdz/bert-large-cased-finetuned-conll03-english	Dbmdz	Token Classification	PyTorch TensorFlow JAX Transformers Rust				BERT
BERT-large-uncased-whole-word-masking-SQuAD2 model	deepset/bert-large-uncased-whole-word-masking-squad2	Deepset	Question Answering	PyTorch JAX Transformers	Squad v2	English		BERT	Cc-by-4.0
BERTimbau Base (BERT-base-portuguese-cased) model	neuralmind/bert-base-portuguese-cased	Neuralmind	Fill-Mask	PyTorch TensorFlow JAX Transformers	BrWaC	Portuguese		BERT	Mit
BERTje: A Dutch BERT model	GroNLP/bert-base-dutch-cased	GroNLP	Fill-Mask	PyTorch TensorFlow JAX Transformers		Dutch	1912.09582	BERT BERTje
BERTweet-base model	vinai/bertweet-base	Vinai	Fill-Mask	PyTorch TensorFlow JAX Transformers				Roberta
BETO: Spanish BERT model	dccuchile/bert-base-spanish-wwm-uncased	Dccuchile	Fill-Mask	PyTorch TensorFlow JAX Transformers		Spanish	1904.09077 1906.01502 1812.10464 1901.07291 1904.02099 1906.01569 1908.11828	BERT Masked-lm
BLOOM model	bigscience/bloom	Bigscience	Feature Extraction Text Generation	PyTorch Safetensors Transformers TensorBoard		46 languages	2211.05100 1909.08053 2110.02861 2108.12409	Bloom	Bigscience-bloom-rail-1.0
BLOOMZ model	bigscience/bloomz	Bigscience	Feature Extraction Text Generation	PyTorch Safetensors Transformers TensorBoard	Bigscience/xP3	46 languages	2211.01786	Bloom	Bigscience-bloom-rail-1.0
BigScience Large Language model	bigscience/tr11-176B-logs	Bigscience		TensorBoard		48 languages
BioM-ELECTRA-Large-SQuAD2 model	sultan/BioM-ELECTRA-Large-SQuAD2	Sultan	Question Answering	PyTorch Transformers				Electra
BioMedLM 2.7B model	stanford-crfm/BioMedLM	Stanford CRFM MosiacML	Text Generation	PyTorch Transformers	Pubmed			Gpt2	Bigscience-bloom-rail-1.0
Biomedical-NER-all model	d4data/biomedical-ner-all	D4data	Token Classification	PyTorch Transformers		English		Distilbert	Apache-2.0
Blenderbot-400M-distill model	facebook/blenderbot-400M-distill	Meta	Text2Text Generation Conversational	PyTorch TensorFlow JAX Transformers	Blended skill talk	English	2004.13637	Blenderbot ConvAI Facebook	Apache-2.0
Brio-cnndm-uncased model	Yale-LILY/brio-cnndm-uncased	Yale-LILY	Text2Text Generation	PyTorch Transformers			1910.09700 2203.16804	Bart Text-2-text-generation
CKIP BERT Base Chinese NER model	ckiplab/bert-base-chinese-ner	Ckiplab	Token Classification	PyTorch JAX Transformers		Chinese		BERT	Gpl-3.0
CKIP BERT Base Chinese POS model	ckiplab/bert-base-chinese-pos	Ckiplab	Token Classification	PyTorch JAX Transformers		Chinese		BERT	Gpl-3.0
CKIP BERT Base Chinese model	ckiplab/bert-base-chinese-ws	Ckiplab	Token Classification	PyTorch JAX Transformers		Chinese		BERT	Gpl-3.0
CamemBERT-NER: fine-tuned from camemBERT for NER task. model	Jean-Baptiste/camembert-ner	Jean-Baptiste	Token Classification	PyTorch Safetensors Transformers	Jean-Baptiste/wikiner fr	French		Camembert	Mit
CamemBERT-base-XNLI model	BaptisteDoyen/camembert-base-xnli	BaptisteDoyen	Text Classification Zero-Shot Classification	PyTorch TensorFlow Transformers	Xnli	French		Xnli Nli Camembert	Mit
CamemBERT: a Tasty French Language model	camembert-base	Google	Fill-Mask	PyTorch TensorFlow Transformers	Oscar	French	1911.03894	Camembert	Mit
Chinese ALBERT model	uer/albert-base-chinese-cluecorpussmall	Uer	Fill-Mask	PyTorch TensorFlow Transformers	CLUECorpusSmall	Chinese		Albert
Chinese BERT with Whole Word Masking large model	hfl/chinese-roberta-wwm-ext-large	Hfl	Fill-Mask	PyTorch TensorFlow JAX Transformers		Chinese	1906.08101 2004.13922	BERT	Apache-2.0
Chinese BERT with Whole Word Masking model	hfl/chinese-bert-wwm-ext	Hfl	Fill-Mask	PyTorch TensorFlow JAX Transformers		Chinese	1906.08101 2004.13922	BERT	Apache-2.0
Chinese BERT with Whole Word Masking model model	hfl/chinese-roberta-wwm-ext	Hfl	Fill-Mask	PyTorch TensorFlow JAX Transformers		Chinese	1906.08101 2004.13922	BERT	Apache-2.0
Chinese ELECTRA 180g small Discriminator model	hfl/chinese-electra-180g-small-discriminator	Hfl		PyTorch TensorFlow Transformers		Chinese	2004.13922	Electra Pretraining	Apache-2.0
ClinicalBERT - Bio Clinical BERT model	emilyalsentzer/Bio_ClinicalBERT	Emilyalsentzer	Fill-Mask	PyTorch JAX Transformers		English	1904.03323 1901.08746	BERT	Mit
CodeBERTa model	huggingface/CodeBERTa-small-v1	Huggingface	Fill-Mask	PyTorch TensorFlow JAX Transformers	Code search net	Code	1909.09436	Roberta
Cross-Encoder for MS Marco L-12 model	cross-encoder/ms-marco-MiniLM-L-12-v2	Cross-encoder	Text Classification	PyTorch JAX Transformers				BERT	Apache-2.0
Cross-Encoder for MS Marco L-6 model	cross-encoder/ms-marco-MiniLM-L-6-v2	Cross-encoder	Text Classification	PyTorch JAX Transformers				BERT	Apache-2.0
Cross-Encoder for MS Marco model	cross-encoder/ms-marco-electra-base	Cross-encoder	Text Classification	PyTorch Transformers				Electra	Apache-2.0
DeBERTa-v3.base model	microsoft/deberta-v3-base	Microsoft	Fill-Mask	PyTorch TensorFlow Transformers Rust		English	2111.09543 2006.03654	Deberta-v2 Deberta Deberta-v3	Mit
DeBERTa-v3.large model	microsoft/deberta-v3-large	Microsoft	Fill-Mask	PyTorch TensorFlow Transformers		English	2111.09543 2006.03654	Deberta-v2 Deberta Deberta-v3	Mit
DeBERTa: Decoding-enhanced BERT with Disentangled Attention large model	microsoft/deberta-large	Microsoft	Fill-Mask	PyTorch TensorFlow Transformers		English	2006.03654	Deberta Deberta-v1	Mit
DeBERTa: Decoding-enhanced BERT with Disentangled Attention model	microsoft/deberta-base	Microsoft	Fill-Mask	PyTorch TensorFlow Transformers Rust		English	2006.03654	Deberta Deberta-v1	Mit
DeBERTa: Decoding-enhanced BERT with Disentangled Attention v2 xlarge model	microsoft/deberta-v2-xlarge	Microsoft	Fill-Mask	PyTorch TensorFlow Transformers		English	2006.03654	Deberta-v2 Deberta	Mit
DialoGPT large model	microsoft/DialoGPT-large	Microsoft	Text Generation Conversational	PyTorch TensorFlow JAX Transformers			1911.00536	Gpt2	Mit
DistilBART-MNLI model	valhalla/distilbart-mnli-12-1	Valhalla	Text Classification Zero-Shot Classification	PyTorch JAX Transformers	Mnli			Bart Distilbart Distilbart-mnli
DistilBART-cnn-12-6 model	sshleifer/distilbart-cnn-12-6	Sshleifer	Text2Text Generation Summarization	PyTorch JAX Transformers Rust	Cnn dailymail Xsum	English		Bart	Apache-2.0
DistilBERT base (cased) model	distilbert-base-cased	Google		PyTorch TensorFlow Transformers	Wikipedia Bookcorpus	English	1910.01108	Distilbert	Apache-2.0
DistilBERT base (uncased) MNLI model	typeform/distilbert-base-uncased-mnli	Typeform	Text Classification Zero-Shot Classification	PyTorch TensorFlow Transformers	Multi nli	English	1910.09700 2105.09680	Distilbert
DistilBERT base (uncased) model	distilbert-base-uncased	Google	Fill-Mask	PyTorch TensorFlow JAX Safetensors Transformers Rust	Wikipedia Bookcorpus	English	1910.01108	Exbert Distilbert	Apache-2.0
DistilBERT base cased distilled SQuAD model	distilbert-base-cased-distilled-squad	Huggingface	Question Answering	PyTorch TensorFlow Transformers Rust	Squad	English	1910.09700 1910.01108	Distilbert	Apache-2.0
DistilBERT base multilingual (cased) model	distilbert-base-multilingual-cased	Google	Fill-Mask	PyTorch TensorFlow Transformers	Wikipedia	104 languages	1910.09700 1910.01108	Distilbert	Apache-2.0
DistilBERT base uncased finetuned SST-2 model	distilbert-base-uncased-finetuned-sst-2-english	Huggingface	Text Classification	PyTorch TensorFlow Safetensors Transformers Rust	Sst2 Glue	English		Distilbert	Apache-2.0
DistilBERT-base-uncased-emotion model	bhadresh-savani/distilbert-base-uncased-emotion	Bhadresh-savani	Text Classification	PyTorch TensorFlow JAX Transformers	Emotion	English	1910.01108	Distilbert Emotion	Apache-2.0
DistilBERT-base-uncased-finetuned-binary-classifier model	celise88/distilbert-base-uncased-finetuned-binary-classifier	Celise88	Text Classification	PyTorch Transformers				Distilbert	Mit
DistilBERT-base-uncased-go-emotions-student model	joeddav/distilbert-base-uncased-go-emotions-student	Joeddav	Text Classification	PyTorch TensorFlow Transformers	Go emotions	English		Distilbert Tensorflow	Mit
DistilBERT-imdb model	lvwerra/distilbert-imdb	Lvwerra	Text Classification	PyTorch Transformers TensorBoard	Imdb			Distilbert Generated from trainer	Apache-2.0
DistilGPT2 model	distilgpt2	Huggingface	Text Generation	PyTorch TensorFlow JAX Safetensors Transformers Rust TF Lite Core ML	Openwebtext	English	1910.09700 1910.01108 2201.08542 2203.12574 1503.02531	Gpt2 Exbert	Apache-2.0
DistilRoBERTa base model	distilroberta-base	Meta	Fill-Mask	PyTorch TensorFlow JAX Safetensors Transformers Rust	Openwebtext	English	1910.09700 1910.01108	Exbert Roberta	Apache-2.0
Distilled Turkish BERT model	dbmdz/distilbert-base-turkish-cased	Dbmdz		PyTorch TensorFlow Transformers		Turkish	1910.01108	Distilbert	Mit
Doc2query-T5-base-msmarco model	castorini/doc2query-t5-base-msmarco	Castorini	Text2Text Generation	PyTorch JAX Transformers				T5
Dpr-ctx encoder-single-nq-base model	facebook/dpr-ctx_encoder-single-nq-base	Meta		PyTorch TensorFlow Transformers	Nq open	English	1910.09700 2004.04906 1702.08734	Dpr	Cc-by-nc-4.0
ELECTRA base Discriminator model	google/electra-base-discriminator	Google		PyTorch TensorFlow JAX Transformers Rust		English		Electra Pretraining	Apache-2.0
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators model	google/electra-small-discriminator	Google		PyTorch TensorFlow JAX Transformers		English		Electra Pretraining	Apache-2.0
ESG-BERT model	nbroad/ESG-BERT	Nbroad	Text Classification	PyTorch Transformers		English	1910.09700	BERT
EmoRoBERTa model	arpanghoshal/EmoRoBERTa	Arpanghoshal	Text Classification	TensorFlow Transformers	Go emotions	English		Roberta Tensorflow	Mit
Emotion English DistilRoBERTa-base model	j-hartmann/emotion-english-distilroberta-base	J-hartmann	Text Classification	PyTorch TensorFlow Transformers		English		Roberta Distilroberta Sentiment Emotion Twitter Reddit
Eng-spa model	Helsinki-NLP/opus-mt-en-es	Helsinki-NLP	Text2Text Generation Translation	PyTorch TensorFlow JAX Transformers		English Spanish		Marian	Apache-2.0
English NER in Flair (Ontonotes fast) model	flair/ner-english-ontonotes-fast	Flair	Token Classification	PyTorch Flair	Ontonotes	English		Sequence-tagger-model
English NER in Flair (Ontonotes large) model	flair/ner-english-ontonotes-large	Flair	Token Classification	PyTorch Flair	Ontonotes	English	2011.06993	Sequence-tagger-model
English NER in Flair (default) model	flair/ner-english	Flair	Token Classification	PyTorch Flair	Conll2003	English		Sequence-tagger-model
English Part-of-Speech Tagging in Flair (default) model	flair/pos-english	Flair	Token Classification	PyTorch Flair	Ontonotes	English		Sequence-tagger-model
FLAN-T5 XL model	google/flan-t5-xl	Google	Text2Text Generation	PyTorch TensorFlow JAX Transformers	Svakulenk0/qrecc Taskmaster2 Djaym7/wiki dialog Deepmind/code contests Lambada Gsm8k Aqua rat Esnli Quasc Qed	60 languages	1910.09700 2210.11416	T5	Apache-2.0
FLAN-T5 XXL model	google/flan-t5-xxl	Google	Text2Text Generation	PyTorch TensorFlow JAX Transformers	Svakulenk0/qrecc Taskmaster2 Djaym7/wiki dialog Deepmind/code contests Lambada Gsm8k Aqua rat Esnli Quasc Qed	60 languages	1910.09700 2210.11416	T5	Apache-2.0
FLAN-T5 large model	google/flan-t5-large	Google	Text2Text Generation	PyTorch TensorFlow JAX Safetensors Transformers	Svakulenk0/qrecc Taskmaster2 Djaym7/wiki dialog Deepmind/code contests Lambada Gsm8k Aqua rat Esnli Quasc Qed	60 languages	1910.09700 2210.11416	T5	Apache-2.0
FNet base model	google/fnet-base	Google		PyTorch Transformers Rust	C4	English	2105.03824	Pretraining Fnet	Apache-2.0
FinBERT model	ProsusAI/finbert	ProsusAI	Text Classification Sentiment Analysis Financial Sentiment Analysis	PyTorch TensorFlow JAX Transformers		English	1908.10063	BERT
FinBERT-fls model	yiyanghkust/finbert-fls	Yiyanghkust	Text Classification	PyTorch Transformers		English		BERT Financial-text-analysis Forward-looking-statement
FinBERT-tone model	yiyanghkust/finbert-tone	Yiyanghkust	Text Classification Sentiment Analysis Financial Sentiment Analysis	PyTorch TensorFlow Transformers		English
Fine-tuned DistilRoBERTa-base for Emotion Classification model	michellejieli/emotion_text_classifier	Michellejieli	Text Classification	PyTorch Transformers		English		Roberta Distilroberta Sentiment Emotion Twitter Reddit
Flan-T5-base-samsum model	philschmid/flan-t5-base-samsum	Philschmid	Text2Text Generation	PyTorch Transformers TensorBoard	Samsum			T5 Generated from trainer	Apache-2.0
Fullstop-punctuation-multilang-large model	oliverguhr/fullstop-punctuation-multilang-large	Oliverguhr	Token Classification	PyTorch TensorFlow Transformers	Wmt/europarl	5 languages		Xlm-roberta Punctuation prediction Punctuation	Mit
GPT-2 Large model	gpt2-large	Openai	Text Generation	PyTorch TensorFlow JAX Transformers Rust		English	1910.09700	Gpt2	Mit
GPT-2 Medium model	gpt2-medium	Openai	Text Generation	PyTorch TensorFlow JAX Transformers Rust		English	1910.09700	Gpt2	Mit
GPT-2 XL model	gpt2-xl	Openai	Text Generation	PyTorch TensorFlow JAX Transformers Rust		English	1910.09700	Gpt2	Mit
GPT-2 model	gpt2	Openai	Text Generation	PyTorch TensorFlow JAX Safetensors Transformers Rust TF Lite		English		Gpt2 Exbert	Mit
GPT-J 6B model	EleutherAI/gpt-j-6B	EleutherAI	Text Generation	PyTorch TensorFlow JAX Transformers	The pile	English	2104.09864 2101.00027	Gptj Causal-lm	Apache-2.0
GPT-JT model	togethercomputer/GPT-JT-6B-v1	Togethercomputer	Text Generation	PyTorch Transformers	The pile Natural instructions Cot Muennighoff/P3	English		Gptj	Apache-2.0
GPT-Neo 1.3B model	EleutherAI/gpt-neo-1.3B	EleutherAI	Text Generation	PyTorch JAX Transformers Rust	The pile	English		Causal-lm Gpt neo	Mit
GPT-Neo 1.3B on Vietnamese News model	VietAI/gpt-neo-1.3B-vietnamese-news	VietAI	Text Generation	PyTorch Transformers		Vietnamese		Causal-lm Gpt neo Gpt
GPT-Neo 125M model	EleutherAI/gpt-neo-125M	EleutherAI	Text Generation	PyTorch JAX Transformers Rust	The pile	English		Causal-lm Gpt neo	Mit
GPT-Neo 2.7B model	EleutherAI/gpt-neo-2.7B	EleutherAI	Text Generation	PyTorch JAX Transformers Rust	The pile	English		Causal-lm Gpt neo	Mit
GPT-j-6B-8bit model	hivemind/gpt-j-6B-8bit	Hivemind	Text Generation	PyTorch Transformers	The Pile	English	2106.09685 2110.02861	Gptj Causal-lm	Apache-2.0
GPT-neox-20b model	EleutherAI/gpt-neox-20b	EleutherAI	Text Generation	PyTorch Transformers				Gpt neox
German BERT large model	deepset/gbert-large	Deepset	Fill-Mask	PyTorch TensorFlow Transformers	Wikipedia OPUS OpenLegalData Oscar	German	2010.10906		Mit
German BERT model	bert-base-german-cased	Google	Fill-Mask	PyTorch TensorFlow JAX Transformers		German		Exbert BERT	Mit
German Sentiment Classification with BERT model	oliverguhr/german-sentiment-bert	Oliverguhr	Text Classification	PyTorch TensorFlow JAX Transformers		German		BERT Sentiment	Mit
Google's T5 Version 1.1 model	google/t5-v1_1-base	Google	Text2Text Generation	PyTorch TensorFlow JAX Transformers	C4	English	2002.05202 1910.10683	T5	Apache-2.0
Google's mT5 model	google/mt5-base	Google	Text2Text Generation	PyTorch TensorFlow JAX Transformers	Mc4	102 languages	2010.11934	Mt5	Apache-2.0
Google's mT5 small model	google/mt5-small	Google	Text2Text Generation	PyTorch TensorFlow JAX Transformers	Mc4	102 languages	2010.11934	Mt5	Apache-2.0
Grammar error correcter v1 model	prithivida/grammar_error_correcter_v1	Prithivida	Text2Text Generation	PyTorch Transformers				T5
Grammar-synthesis-large: FLAN-T5 model	pszemraj/flan-t5-large-grammar-synthesis	Pszemraj	Text2Text Generation	PyTorch Transformers ONNX	Jfleg		2107.06751	T5 Grammar Punctuation Spelling Error-correction Grammar synthesis FLAN	Apache-2.0 Cc-by-nc-sa-4.0
KLUE BERT base model	klue/bert-base	Klue	Fill-Mask	PyTorch Transformers		Korean	1910.09700 2105.09680	BERT Klue Korean	Cc-by-sa-4.0
Koelectra-base-v3.generalized-sentiment-analysis model	jaehyeong/koelectra-base-v3-generalized-sentiment-analysis	Jaehyeong	Text Classification	PyTorch Transformers				Electra
Koelectra-small-v2.distilled-korquad-384 model	monologg/koelectra-small-v2-distilled-korquad-384	Monologg	Question Answering	PyTorch Transformers TF Lite				Electra
LEGAL-BERT: The Muppets straight out of Law School model	nlpaueb/legal-bert-small-uncased	Nlpaueb	Fill-Mask	PyTorch TensorFlow JAX Transformers		English		BERT Legal	Cc-by-sa-4.0
LayoutLM-base-uncased model	microsoft/layoutlm-base-uncased	Microsoft		PyTorch TensorFlow Transformers			1912.13318	Layoutlm
LayoutLMv2 model	microsoft/layoutlmv2-base-uncased	Microsoft		PyTorch Transformers		English	2012.14740	Layoutlmv2	Cc-by-nc-sa-4.0
LayoutLMv2-finetuned-funsd model	nielsr/layoutlmv2-finetuned-funsd	Nielsr	Token Classification	PyTorch Transformers TensorBoard	Funsd			Generated from trainer Layoutlmv2
LayoutLMv2.finetuned-funsd model	nielsr/layoutlmv2-finetuned-funsd	Nielsr	Token Classification	PyTorch Transformers TensorBoard	Funsd			Generated from trainer Layoutlmv2
LayoutLMv3 model	microsoft/layoutlmv3-base	Microsoft		PyTorch TensorFlow Transformers		English	2204.08387	Layoutlmv3	Cc-by-nc-sa-4.0
LayoutXLM model	microsoft/layoutxlm-base	Microsoft		PyTorch Transformers			2104.08836	Layoutlmv2	Cc-by-nc-sa-4.0
Longformer-base-4096 model	allenai/longformer-base-4096	Allenai		PyTorch TensorFlow Transformers Rust		English	2004.05150	Longformer
M2M100 418M model	facebook/m2m100_418M	Meta	Text2Text Generation	PyTorch Transformers Rust		101 languages	2010.11125	M2m 100	Mit
MBART-50 many to many multilingual machine translation model	facebook/mbart-large-50-many-to-many-mmt	Meta	Text2Text Generation	PyTorch JAX Transformers Rust		53 languages	2008.00401	Mbart Mbart-50
MBART-large-cc25 model	facebook/mbart-large-cc25	Meta	Text2Text Generation Translation	PyTorch Transformers		25 languages		Mbart
MT5-multilingual-XLSum model	csebuetnlp/mT5_multilingual_XLSum	Csebuetnlp	Text2Text Generation Summarization	PyTorch Transformers	Csebuetnlp/xlsum	43 languages		Mt5 MT5
MagicPrompt - Stable Diffusion model	Gustavosta/MagicPrompt-Stable-Diffusion	Gustavosta	Text Generation	PyTorch Transformers				Gpt2	Mit
MiniLM-L12-H384-uncased for QA model	deepset/minilm-uncased-squad2	Deepset	Question Answering	PyTorch JAX Transformers	Squad v2	English		BERT	Cc-by-4.0
Mixed	google/pegasus-xsum	Google	Text2Text Generation Summarization	PyTorch TensorFlow JAX Transformers		English	1912.08777	Pegasus
Multi-qa-MPNet-base-cos-v1 model	sentence-transformers/multi-qa-mpnet-base-cos-v1	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch Sentence Transformers				Mpnet
Multi-qa-MPNet-base-dot-v1 model	sentence-transformers/multi-qa-mpnet-base-dot-v1	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch Sentence Transformers	Flax-sentence-embeddings/stackexchange xml Ms marco Gooaq Yahoo answers topics Search qa Eli5 Natural questions Trivia qa Embedding-data/QQP Embedding-data/PAQ pairs Embedding-data/WikiAnswers Embedding-data/Amazon-QA			Mpnet
Multi-qa-MiniLM-L6-cos-v1 model	sentence-transformers/multi-qa-MiniLM-L6-cos-v1	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch TensorFlow Sentence Transformers	Flax-sentence-embeddings/stackexchange xml Ms marco Gooaq Yahoo answers topics Search qa Eli5 Natural questions Trivia qa Embedding-data/QQP Embedding-data/PAQ pairs Embedding-data/WikiAnswers Embedding-data/Amazon-QA			BERT
Multilingual GPT model	sberbank-ai/mGPT	Sberbank-ai	Text Generation	PyTorch Transformers	Wikipedia Mc4	62 languages	2112.10668 2204.07580	PyTorch Transformers Gpt2 Multilingual Gpt3 Deepspeed Megatron	Apache-2.0
Multilingual MiniLMv2 model	nreimers/mMiniLMv2-L12-H384-distilled-from-XLMR-Large	Nreimers	Fill-Mask	PyTorch Transformers				Xlm-roberta
Multilingual mDeBERTa-v3.base-MNLI-xnli model	MoritzLaurer/mDeBERTa-v3-base-mnli-xnli	MoritzLaurer	Text Classification Zero-Shot Classification	PyTorch Transformers	Multi nli Xnli	16 languages	1911.02116 2111.09543 1809.05053	Deberta-v2 Nli	Mit
NLLB-200 model	facebook/nllb-200-distilled-600M	Meta	Text2Text Generation	PyTorch Transformers	Flores-200	196 languages		M2m 100 Nllb	Cc-by-nc-4.0
Nooks-amd-detection-realtime model	nikcheerla/nooks-amd-detection-realtime	Nikcheerla	Sentence Similarity Feature Extraction	PyTorch Transformers Sentence Transformers				Mpnet
Nooks-amd-detection-v2.full model	nikcheerla/nooks-amd-detection-v2-full	Nikcheerla	Sentence Similarity Feature Extraction	PyTorch Transformers Sentence Transformers				Mpnet
OPT: Open Pre-trained Transformer Language 1.3b model	facebook/opt-1.3b	Meta	Text Generation	PyTorch TensorFlow JAX Transformers		English	2205.01068 2005.14165	Opt	Other
OPT: Open Pre-trained Transformer Language 125m model	facebook/opt-125m	Meta	Text Generation	PyTorch TensorFlow JAX Transformers		English	2205.01068 2005.14165	Opt	Other
OPT: Open Pre-trained Transformer Language 30b model	facebook/opt-30b	Meta	Text Generation	PyTorch TensorFlow JAX Transformers		English	2205.01068 2005.14165	Opt	Other
OPT: Open Pre-trained Transformer Language 350m model	facebook/opt-350m	Meta	Text Generation	PyTorch TensorFlow JAX Transformers		English	2205.01068 2005.14165	Opt	Other
OPT: Open Pre-trained Transformer Language 66b model	facebook/opt-66b	Meta	Text Generation	PyTorch TensorFlow JAX Transformers		English	2205.01068 2005.14165	Opt	Other
Opus-mt-ROMANCE-en model	Helsinki-NLP/opus-mt-ROMANCE-en	Helsinki-NLP	Text2Text Generation Translation	PyTorch TensorFlow Transformers Rust		English Romance languages		Marian	Apache-2.0
Opus-mt-de-en model	Helsinki-NLP/opus-mt-de-en	Helsinki-NLP	Text2Text Generation Translation	PyTorch TensorFlow Transformers Rust		English German		Marian	Apache-2.0
Opus-mt-en-de model	Helsinki-NLP/opus-mt-en-de	Helsinki-NLP	Text2Text Generation Translation	PyTorch TensorFlow JAX Transformers Rust		English German		Marian	Cc-by-4.0
Opus-mt-en-fr model	Helsinki-NLP/opus-mt-en-fr	Helsinki-NLP	Text2Text Generation Translation	PyTorch TensorFlow JAX Transformers		English French		Marian	Apache-2.0
Opus-mt-fr-en model	Helsinki-NLP/opus-mt-fr-en	Helsinki-NLP	Text2Text Generation Translation	PyTorch TensorFlow JAX Transformers		English French		Marian	Apache-2.0
Opus-mt-it-en model	Helsinki-NLP/opus-mt-it-en	Helsinki-NLP	Text2Text Generation Translation	PyTorch TensorFlow Transformers		English Italian		Marian	Apache-2.0
Opus-mt-ru-en model	Helsinki-NLP/opus-mt-ru-en	Helsinki-NLP	Text2Text Generation Translation	PyTorch TensorFlow Transformers Rust		English Russian		Marian	Cc-by-4.0
Parrot Paraphraser on T5 model	prithivida/parrot_paraphraser_on_T5	Prithivida	Text2Text Generation	PyTorch Transformers				T5
Pegasus paraphrase model	tuner007/pegasus_paraphrase	Tuner007	Text2Text Generation	PyTorch Transformers		English		Pegasus Paraphrasing Seq2seq	Apache-2.0
Pre-trained sentence embedding s are the state-of-the-art of Sentence Embeddings for French model	dangvantuan/sentence-camembert-large	Dangvantuan	Sentence Similarity Feature Extraction	PyTorch TensorFlow Transformers	Stsb multi mt	French	1908.10084	Camembert Text Sentence-Embedding Camembert-large	Apache-2.0
ProtBert model	Rostlab/prot_bert	Rostlab	Fill-Mask	PyTorch Transformers	Uniref100	Protein		Protein language model
PubMedBERT (abstracts full text) model	microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext	Microsoft	Fill-Mask	PyTorch JAX Transformers		English	2007.15779	Exbert BERT	Mit
Pygmalion 6B model	PygmalionAI/pygmalion-6b	PygmalionAI	Text Generation Conversational	PyTorch Transformers TensorBoard		English		Gptj	Creativeml-openrail-m
QCPG-sentences model	ibm/qcpg-sentences	Ibm	Text2Text Generation	PyTorch Transformers			1910.09700 2203.10940	T5 Text-2-text-generation
Qp-sentences model	ibm/qp-sentences	Ibm	Text Classification	PyTorch Transformers				Electra
REBEL: Relation Extraction By End-to-end Language generation model	Babelscape/rebel-large	Babelscape	Text2Text Generation	PyTorch Transformers	Babelscape/rebel-dataset	English		Bart Seq2seq Relation-extraction	Cc-by-nc-sa-4.0
RealMedNLP CR JA model	Tomohiro/RealMedNLP_CR_JA	Tomohiro	Token Classification	PyTorch Transformers	MedTxt-CR-JA-training-v2.xml	Japanese		BERT NER Medical documents	Cc-by-4.0
RoBERTa Base OpenAI Detector model	roberta-base-openai-detector	Meta	Text Classification	PyTorch TensorFlow JAX Transformers	Wikipedia Bookcorpus	English	1910.09700 1904.09751	Exbert Roberta	Mit
RoBERTa base model	roberta-base	Meta	Fill-Mask	PyTorch TensorFlow JAX Safetensors Transformers Rust	Wikipedia Bookcorpus	English	1907.11692 1806.02847	Exbert Roberta	Mit
RoBERTa large model	roberta-large	Meta	Fill-Mask	PyTorch TensorFlow JAX Safetensors Transformers	Wikipedia Bookcorpus	English	1907.11692 1806.02847	Exbert Roberta	Mit
RoBERTa-base for QA model	deepset/roberta-base-squad2	Deepset	Question Answering	PyTorch TensorFlow JAX Transformers Rust	Squad v2	English		Roberta	Cc-by-4.0
RoBERTa-base-CoLA model	textattack/roberta-base-CoLA	Textattack	Text Classification	PyTorch JAX Transformers				Roberta
RoBERTa-base-MNLI model	textattack/roberta-base-MNLI	Textattack	Text Classification	PyTorch JAX Transformers				Roberta
RoBERTa-base-SQuAD2 for QA on COVID-19 model	deepset/roberta-base-squad2-covid	Deepset	Question Answering	PyTorch JAX Transformers	Squad v2	English		Roberta	Cc-by-4.0
RoBERTa-large-MNLI model	roberta-large-mnli	Meta	Text Classification	PyTorch TensorFlow JAX Transformers	Wikipedia Multi nli Bookcorpus	English	1704.05426 1910.09700 1907.11692 1806.02847 1809.05053 1804.07461 1508.05326	Roberta Autogenerated-modelcard	Mit
RoBERTa-large-ner-English: fine-tuned from roBERTa-large for NER task model	Jean-Baptiste/roberta-large-ner-english	Jean-Baptiste	Token Classification	PyTorch TensorFlow Transformers	Conll2003	English		Roberta	Mit
Roa-eng model	Helsinki-NLP/opus-mt-roa-en	Helsinki-NLP	Text2Text Generation Translation	PyTorch TensorFlow Transformers Rust		16 languages		Marian	Apache-2.0
RuBERT for Sentiment Analysis model	Tatyana/rubert-base-cased-sentiment-new	Tatyana	Text Classification	PyTorch Transformers	Tatyana/ru sentiment dataset	Russian	1910.09700	BERT Sentiment
RuRoBERTa-large model	sberbank-ai/ruRoberta-large	Sberbank-ai	Fill-Mask	PyTorch Transformers		Russian		PyTorch Transformers Roberta
SPLADE CoCondenser EnsembleDistil model	naver/splade-cocondenser-ensembledistil	Naver	Fill-Mask	PyTorch Transformers	Ms marco	English	2205.04733	BERT Splade Query-expansion Document-expansion Bag-of-words Passage-retrieval Knowledge-distillation	Cc-by-nc-sa-4.0
SciBERT model	allenai/scibert_scivocab_uncased	Allenai		PyTorch JAX Transformers		English		BERT
Sentence-transformers/BERT-base-nli-mean-tokens model	sentence-transformers/bert-base-nli-mean-tokens	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch TensorFlow JAX Transformers Rust Sentence Transformers			1908.10084	BERT	Apache-2.0
Sentence-transformers/DistilBERT-base-nli-mean-tokens model	sentence-transformers/distilbert-base-nli-mean-tokens	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch TensorFlow Transformers Sentence Transformers			1908.10084	Distilbert	Apache-2.0
Sentence-transformers/LaBSE model	sentence-transformers/LaBSE	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch TensorFlow JAX Transformers Sentence Transformers				BERT	Apache-2.0
Sentence-transformers/XLM-r-100langs-BERT-base-nli-stsb-mean-tokens model	sentence-transformers/xlm-r-100langs-bert-base-nli-stsb-mean-tokens	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch TensorFlow Transformers Sentence Transformers			1908.10084	Xlm-roberta	Apache-2.0
Sentence-transformers/distiluse-base-multilingual-cased-v1 model	sentence-transformers/distiluse-base-multilingual-cased-v1	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch TensorFlow Transformers Sentence Transformers		Multilingual	1908.10084	Distilbert	Apache-2.0
Sentence-transformers/distiluse-base-multilingual-cased-v2 model	sentence-transformers/distiluse-base-multilingual-cased-v2	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch TensorFlow Transformers Sentence Transformers		Multilingual	1908.10084	Distilbert	Apache-2.0
Sentence-transformers/paraphrase-MPNet-base-v2 model	sentence-transformers/paraphrase-mpnet-base-v2	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch TensorFlow Transformers Sentence Transformers			1908.10084	Mpnet	Apache-2.0
Sentence-transformers/paraphrase-MiniLM-L6-v2 model	sentence-transformers/paraphrase-MiniLM-L6-v2	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch TensorFlow Transformers Sentence Transformers			1908.10084	BERT	Apache-2.0
Sentence-transformers/paraphrase-XLM-r-multilingual-v1 model	sentence-transformers/paraphrase-xlm-r-multilingual-v1	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch TensorFlow Transformers Sentence Transformers			1908.10084	Xlm-roberta	Apache-2.0
Sentence-transformers/paraphrase-multilingual-MPNet-base-v2 model	sentence-transformers/paraphrase-multilingual-mpnet-base-v2	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch TensorFlow Transformers Sentence Transformers			1908.10084	Xlm-roberta	Apache-2.0
Sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 model	sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2	Sentence-transformers	Sentence Similarity Feature Extraction	PyTorch TensorFlow Transformers Sentence Transformers		Multilingual	1908.10084	BERT	Apache-2.0
Sentiment Analysis in English model	finiteautomata/bertweet-base-sentiment-analysis	Finiteautomata	Text Classification Sentiment Analysis	PyTorch TensorFlow Transformers		English	2106.09462	Roberta
Sentiment Analysis in Spanish model	pysentimiento/robertuito-sentiment-analysis	Pysentimiento	Text Classification Sentiment Analysis	PyTorch TensorFlow Transformers		Spanish	2106.09462 2111.09453	Roberta Twitter
Sentiment analysis generic dataset model	Seethal/sentiment_analysis_generic_dataset	Seethal	Text Classification	PyTorch Transformers				Distilbert
Spa-eng model	Helsinki-NLP/opus-mt-es-en	Helsinki-NLP	Text2Text Generation Translation	PyTorch TensorFlow Transformers		English Spanish		Marian	Apache-2.0
T0pp model	bigscience/T0pp	Bigscience	Text2Text Generation	PyTorch Transformers	Bigscience/P3	English	2110.08207	T5	Apache-2.0
T5 11B model	t5-11b	Google	Text2Text Generation Translation Summarization	PyTorch TensorFlow Transformers	C4	5 languages	1805.12471 1708.00055 1704.05426 1606.05250 1808.09121 1810.12885 1905.10044 1910.09700	T5	Apache-2.0
T5 Base model	t5-base	Google	Text2Text Generation Translation Summarization	PyTorch TensorFlow JAX Transformers Rust	C4	4 languages	1805.12471 1708.00055 1704.05426 1606.05250 1808.09121 1810.12885 1905.10044 1910.09700	T5	Apache-2.0
T5 Grammar Correction model	vennify/t5-base-grammar-correction	Vennify	Text2Text Generation	PyTorch Transformers	Jfleg	English	1702.04066	T5 Grammar	Cc-by-nc-sa-4.0
T5 Large model	t5-large	Google	Text2Text Generation Translation Summarization	PyTorch TensorFlow JAX Transformers	C4	5 languages	1805.12471 1708.00055 1704.05426 1606.05250 1808.09121 1810.12885 1905.10044 1910.09700	T5	Apache-2.0
T5 One Line Summary model	snrspeaks/t5-one-line-summary	Snrspeaks	Text2Text Generation	PyTorch Transformers	Arxiv			T5	Mit
T5 Small model	t5-small	Google	Text2Text Generation Translation Summarization	PyTorch TensorFlow JAX Transformers Rust	C4	5 languages	1805.12471 1708.00055 1704.05426 1606.05250 1808.09121 1810.12885 1905.10044 1910.09700	T5	Apache-2.0
T5 sentence Paraphraser model	ramsrigouthamg/t5_sentence_paraphraser	Ramsrigouthamg	Text2Text Generation	PyTorch JAX Transformers				T5
T5-3B model	t5-3b	Google	Text2Text Generation Translation Summarization	PyTorch TensorFlow Transformers	C4	5 languages	1805.12471 1708.00055 1704.05426 1606.05250 1808.09121 1810.12885 1905.10044 1910.09700	T5	Apache-2.0
T5-base fine-tuned for News Summarization model	mrm8488/t5-base-finetuned-summarize-news	Mrm8488	Text2Text Generation	PyTorch JAX Transformers		English	1910.10683	T5 News Summary
T5-base fine-tuned on CommonGen model	mrm8488/t5-base-finetuned-common_gen	Mrm8488	Text2Text Generation	PyTorch Transformers	Common gen	English	1910.10683 1911.03705	T5 Common sense
T5-base fine-tuned on SQuAD for Question Generation model	mrm8488/t5-base-finetuned-question-generation-ap	Mrm8488	Text2Text Generation	PyTorch TensorFlow Safetensors Transformers	Squad	English	1910.10683	T5
T5-base-en-generate-headline model	Michau/t5-base-en-generate-headline	Michau	Text2Text Generation	PyTorch TensorFlow JAX Transformers				T5
T5-base-multi-sentence-doctor model	flexudy/t5-base-multi-sentence-doctor	Flexudy	Text2Text Generation	PyTorch TensorFlow Transformers				T5
Text2Vec-base-Chinese model	shibing624/text2vec-base-chinese	Shibing624	Sentence Similarity Feature Extraction	PyTorch Transformers				BERT Text2vec	Apache-2.0
Tf-XLM-RoBERTa-base model	jplu/tf-xlm-roberta-base	Jplu	Fill-Mask	TensorFlow Transformers				Xlm-roberta
This is a BERT base cased trained on SQuAD v2 model	deepset/bert-base-cased-squad2	Deepset	Question Answering	PyTorch JAX Transformers	Squad v2	English		BERT	Cc-by-4.0
TinyRoBERTa-SQuAD2 model	deepset/tinyroberta-squad2	Deepset	Question Answering	PyTorch Transformers	Squad v2	English	1909.10351	Roberta	Cc-by-4.0
Toxic-BERT model	unitary/toxic-bert	Unitary	Text Classification	PyTorch JAX Transformers			1703.04009 1905.12516	BERT
Toxic-comment model	martin-ha/toxic-comment-model	Martin-ha	Text Classification	PyTorch Transformers		English		Distilbert
Turkish BERT model	dbmdz/bert-base-turkish-cased	Dbmdz		PyTorch TensorFlow JAX Transformers		Turkish		BERT	Mit
Twitter-RoBERTa-base for Sentiment Analysis - UPDATED (2022) model	cardiffnlp/twitter-roberta-base-sentiment-latest	Cardiffnlp	Text Classification	PyTorch TensorFlow Transformers	Tweet eval	English	2202.03829	Roberta
Twitter-RoBERTa-base for Sentiment Analysis model	cardiffnlp/twitter-roberta-base-sentiment	Cardiffnlp	Text Classification	PyTorch TensorFlow JAX Transformers	Tweet eval	English	2010.12421	Roberta
Twitter-XLM-RoBERTa-base for Sentiment Analysis model	cardiffnlp/twitter-xlm-roberta-base-sentiment	Cardiffnlp	Text Classification	PyTorch TensorFlow Transformers		Multilingual	2104.12250	Xlm-roberta
UL2 model	google/ul2	Google	Text2Text Generation	PyTorch Transformers	C4	English	2205.05131	T5	Apache-2.0
Wav2Vec2-XLSR-53 model	facebook/wav2vec2-large-xlsr-53	Meta		PyTorch JAX Transformers	Common voice	Multilingual	2006.13979	Wav2vec2 Speech Pretraining	Apache-2.0
XLM-RoBERTa (base-sized) model	xlm-roberta-base	Meta	Fill-Mask	PyTorch TensorFlow JAX Safetensors Transformers		94 languages	1911.02116	Exbert Xlm-roberta	Mit
XLM-RoBERTa (large-sized) model	xlm-roberta-large	Meta	Fill-Mask	PyTorch TensorFlow JAX Transformers		94 languages	1911.02116	Exbert Xlm-roberta	Mit
XLM-RoBERTa-base-language-detection model	papluca/xlm-roberta-base-language-detection	Papluca	Text Classification	PyTorch TensorFlow Transformers		21 languages	1911.02116	Xlm-roberta Generated from trainer	Mit
XLM-RoBERTa-large-finetuned-conll03-English model	xlm-roberta-large-finetuned-conll03-english	Meta	Token Classification	PyTorch Transformers Rust		94 languages	1910.09700 1911.02116 2008.03415	Xlm-roberta
XLM-RoBERTa-large-xnli model	joeddav/xlm-roberta-large-xnli	Joeddav	Text Classification Zero-Shot Classification	PyTorch TensorFlow Transformers	Multi nli Xnli	16 languages	1911.02116	Xlm-roberta Tensorflow	Mit
XLNet (base-sized) model	xlnet-base-cased		Text Generation	PyTorch TensorFlow Transformers Rust	Wikipedia Bookcorpus	English	1906.08237	Xlnet	Mit
Zho-eng model	Helsinki-NLP/opus-mt-zh-en	Helsinki-NLP	Text2Text Generation Translation	PyTorch TensorFlow Transformers Rust		English Chinese		Marian	Cc-by-4.0