Results for "zero-shot-classification"

99 matches found.

facebook

facebook/bart-large-mnli

No description available.

🎯 zero-shot-classification 3,936,446
MoritzLaurer

MoritzLaurer/deberta-v3-large-zeroshot-v2.0

No description available.

🎯 zero-shot-classification 561,855
MoritzLaurer

MoritzLaurer/DeBERTa-v3-large-mnli-fever-anli-ling-wanli

This model was fine-tuned on the MultiNLI, Fever-NLI, Adversarial-NLI (ANLI), LingNLI and WANLI datasets, which comprise 885 242 NLI hypothe...

🎯 zero-shot-classification 228,984
MoritzLaurer

MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7

This multilingual model can perform natural language inference (NLI) on 100 languages and is therefore also suitable for multilingual zero-s...

🎯 zero-shot-classification 222,252
valhalla

valhalla/distilbart-mnli-12-3

No description available.

🎯 zero-shot-classification 165,763
MoritzLaurer

MoritzLaurer/mDeBERTa-v3-base-mnli-xnli

This multilingual model can perform natural language inference (NLI) on 100 languages and is therefore also suitable for multilingual zero-s...

🎯 zero-shot-classification 157,032
cross-encoder

cross-encoder/nli-deberta-v3-small

No description available.

🎯 zero-shot-classification 118,773
typeform

typeform/distilbert-base-uncased-mnli

Model Description: This is the uncased DistilBERT model fine-tuned on Multi-Genre Natural Language Inference (MNLI) dataset for the zero-sho...

🎯 zero-shot-classification 110,590
joeddav

joeddav/xlm-roberta-large-xnli

This model takes xlm-roberta-large and fine-tunes it on a combination of NLI data in 15 languages. It is intended to be used for zero-shot t...

🎯 zero-shot-classification 99,626
MoritzLaurer

MoritzLaurer/DeBERTa-v3-base-mnli-fever-anli

This model was trained on the MultiNLI, Fever-NLI and Adversarial-NLI (ANLI) datasets, which comprise 763 913 NLI hypothesis-premise pairs. ...

🎯 zero-shot-classification 97,967
cross-encoder

cross-encoder/nli-deberta-v3-base

No description available.

🎯 zero-shot-classification 76,286
joeddav

joeddav/bart-large-mnli-yahoo-answers

This model takes facebook/bart-large-mnli and fine-tunes it on Yahoo Answers topic classification. It can be used to predict whether a topic...

🎯 zero-shot-classification 68,067
cross-encoder

cross-encoder/nli-deberta-v3-large

This model was trained using SentenceTransformers Cross-Encoder class. This model is based on microsoft/deberta-v3-large The model was train...

🎯 zero-shot-classification 62,493
MoritzLaurer

MoritzLaurer/bge-m3-zeroshot-v2.0

No description available.

🎯 zero-shot-classification 61,824
MoritzLaurer

MoritzLaurer/DeBERTa-v3-xsmall-mnli-fever-anli-ling-binary

This model was trained on 782 357 hypothesis-premise pairs from 4 NLI datasets: MultiNLI, Fever-NLI, LingNLI and ANLI. Note that the model w...

🎯 zero-shot-classification 59,917
valhalla

valhalla/distilbart-mnli-12-1

No description available.

🎯 zero-shot-classification 52,616
MoritzLaurer

MoritzLaurer/deberta-v3-base-zeroshot-v2.0

No description available.

🎯 zero-shot-classification 46,914
chuhac

chuhac/BiomedCLIP-vit-bert-hf

No description available.

🎯 zero-shot-classification 46,629
cross-encoder

cross-encoder/nli-MiniLM2-L6-H768

No description available.

🎯 zero-shot-classification 21,817
MoritzLaurer

MoritzLaurer/deberta-v3-xsmall-zeroshot-v1.1-all-33

No description available.

🎯 zero-shot-classification 21,410
tasksource

tasksource/deberta-small-long-nli

basemodel: microsoft/deberta-v3-small - nyu-mll/glue - aps/superglue - facebook/anli - tasksource/babinli - sick - snli - scitail - hans - a...

🎯 zero-shot-classification 19,424
cross-encoder

cross-encoder/nli-deberta-v3-xsmall

No description available.

🎯 zero-shot-classification 19,420
MoritzLaurer

MoritzLaurer/deberta-v3-base-zeroshot-v1.1-all-33

The model is designed for zero-shot classification with the Hugging Face pipeline. The model can do one universal classification task: deter...

🎯 zero-shot-classification 15,397
svalabs

svalabs/gbert-large-zeroshot-nli

| | Description or Link | || |Base model | ```gbert-large``` | |Finetuning task| Text Pair Classification / Natural Language Inference | |So...

🎯 zero-shot-classification 14,666
MoritzLaurer

MoritzLaurer/roberta-base-zeroshot-v2.0-c

No description available.

🎯 zero-shot-classification 14,269
typeform

typeform/roberta-large-mnli

No description available.

🎯 zero-shot-classification 12,936
cmarkea

cmarkea/distilcamembert-base-nli

No description available.

🎯 zero-shot-classification 11,366
sileod

sileod/deberta-v3-base-tasksource-nli

- deberta-v3-base - deberta-v3 - deberta - text-classification - nli - natural-language-inference - multitask - multi-task - pipeline - extr...

🎯 zero-shot-classification 11,102
cross-encoder

cross-encoder/nli-distilroberta-base

No description available.

🎯 zero-shot-classification 10,786
MoritzLaurer

MoritzLaurer/xtremedistil-l6-h256-zeroshot-v1.1-all-33

No description available.

🎯 zero-shot-classification 9,214
MoritzLaurer

MoritzLaurer/multilingual-MiniLMv2-L6-mnli-xnli

This multilingual model can perform natural language inference (NLI) on 100+ languages and is therefore also suitable for multilingual zero-...

🎯 zero-shot-classification 8,657
cross-encoder

cross-encoder/nli-roberta-base

No description available.

🎯 zero-shot-classification 7,798
microsoft

microsoft/LLM2CLIP-Llama-3-8B-Instruct-CC-Finetuned

Model Type: vision foundation model, feature backbone - Pretrain Dataset: CC3M, CC12M, YFCC15M and Recap-DataComp-1B(30M subset)...

🎯 zero-shot-classification 7,718
microsoft

microsoft/LLM2CLIP-Openai-L-14-336

Model Type: vision foundation model, feature backbone - Pretrain Dataset: CC3M, CC12M, YFCC15M and Recap-DataComp-1B(30M subset)...

🎯 zero-shot-classification 7,660
knowledgator

knowledgator/comprehend_it-base

No description available.

🎯 zero-shot-classification 7,307
Raffix

Raffix/routing_module_action_question_conversation_move_hack_debertav3_nli

No description available.

🎯 zero-shot-classification 6,804
Xenova

Xenova/mobilebert-uncased-mnli

No description available.

🎯 zero-shot-classification 6,386
tasksource

tasksource/ModernBERT-base-nli

No description available.

🎯 zero-shot-classification 4,795
tasksource

tasksource/ModernBERT-large-nli

No description available.

🎯 zero-shot-classification 4,709
cointegrated

cointegrated/rubert-base-cased-nli-threeway

No description available.

🎯 zero-shot-classification 4,703
sileod

sileod/deberta-v3-large-tasksource-nli

- deberta-v3-large - text-classification - nli - natural-language-inference - multitask - multi-task - pipeline - extreme-multi-task - extre...

🎯 zero-shot-classification 3,993
protectai

protectai/MoritzLaurer-bge-m3-zeroshot-v2.0-c-onnx

No description available.

🎯 zero-shot-classification 3,907
MoritzLaurer

MoritzLaurer/deberta-v3-large-zeroshot-v1.1-all-33

The model is designed for zero-shot classification with the Hugging Face pipeline. The model can do one universal classification task: deter...

🎯 zero-shot-classification 3,816
MoritzLaurer

MoritzLaurer/roberta-large-zeroshot-v2.0-c

No description available.

🎯 zero-shot-classification 3,698
alexandrainst

alexandrainst/scandi-nli-large

No description available.

🎯 zero-shot-classification 2,840
Xenova

Xenova/nli-deberta-v3-xsmall

No description available.

🎯 zero-shot-classification 2,448
MoritzLaurer

MoritzLaurer/DeBERTa-v3-base-mnli

This model was trained on the MultiNLI dataset, which consists of 392 702 NLI hypothesis-premise pairs. The base model is DeBERTa-v3-base fr...

🎯 zero-shot-classification 2,400
Recognai

Recognai/bert-base-spanish-wwm-cased-xnli

This model is a fine-tuned version of the spanish BERT model with the Spanish portion of the XNLI dataset. You can have a look at the traini...

🎯 zero-shot-classification 2,157
Xenova

Xenova/distilbert-base-uncased-mnli

No description available.

🎯 zero-shot-classification 2,111
vicgalle

vicgalle/xlm-roberta-large-xnli-anli

No description available.

🎯 zero-shot-classification 1,892
cross-encoder

cross-encoder/nli-deberta-base

No description available.

🎯 zero-shot-classification 1,813
valhalla

valhalla/distilbart-mnli-12-6

No description available.

🎯 zero-shot-classification 1,766
Xenova

Xenova/nli-deberta-v3-small

No description available.

🎯 zero-shot-classification 1,372
mlburnham

mlburnham/Political_DEBATE_large_v1.0

Political DEBATE (DeBERTa Algorithm for Textual Entailment) is an NLI classifier trained for zero-shot and few-shot classification of politi...

🎯 zero-shot-classification 1,220
sallani

sallani/ELISARCyberAIEdge7B-LoRA-GGUF

No description available.

🎯 zero-shot-classification 1,166
Narsil

Narsil/deberta-large-mnli-zero-cls

No description available.

🎯 zero-shot-classification 1,136
protectai

protectai/MoritzLaurer-roberta-base-zeroshot-v2.0-c-onnx

No description available.

🎯 zero-shot-classification 1,091
knowledgator

knowledgator/gliclass-small-v1.0

No description available.

🎯 zero-shot-classification 1,076
MoritzLaurer

MoritzLaurer/deberta-v3-large-zeroshot-v1

The model is designed for zero-shot classification with the Hugging Face pipeline. The model should be substantially better at zero-shot cla...

🎯 zero-shot-classification 805
mjwong

mjwong/drama-large-xnli-anli

DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers. Xueguang Ma, Xi Victoria Lin, Barlas Oguz, Jimmy Lin, We...

🎯 zero-shot-classification 766
MoritzLaurer

MoritzLaurer/deberta-v3-base-zeroshot-v1

The model is designed for zero-shot classification with the Hugging Face pipeline. The model should be substantially better at zero-shot cla...

🎯 zero-shot-classification 762
tasksource

tasksource/deberta-base-long-nli

basemodel: microsoft/deberta-v3-base - nyu-mll/glue - aps/superglue - facebook/anli - tasksource/babinli - sick - snli - scitail - hans - al...

🎯 zero-shot-classification 757
typeform

typeform/mobilebert-uncased-mnli

No description available.

🎯 zero-shot-classification 619
microsoft

microsoft/LLM2CLIP-Openai-L-14-224

Model Type: vision foundation model, feature backbone - Pretrain Dataset: CC3M, CC12M, YFCC15M and Recap-DataComp-1B(30M subset)...

🎯 zero-shot-classification 587
cmarkea

cmarkea/bloomz-560m-nli

No description available.

🎯 zero-shot-classification 517
Xenova

Xenova/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7

No description available.

🎯 zero-shot-classification 508
microsoft

microsoft/LLM2CLIP-Openai-B-16

Model Type: vision foundation model, feature backbone - Pretrain Dataset: CC3M, CC12M, YFCC15M and Recap-DataComp-1B(30M subset)...

🎯 zero-shot-classification 500
Xieji-Li

Xieji-Li/MAKE

No description available.

🎯 zero-shot-classification 463
Xenova

Xenova/bart-large-mnli

No description available.

🎯 zero-shot-classification 443
Xenova

Xenova/nli-deberta-v3-base

No description available.

🎯 zero-shot-classification 415
DAMO-NLP-SG

DAMO-NLP-SG/zero-shot-classify-SSTuning-XLM-R

The model is tuned with unlabeled data using a first sentence prediction (FSP) learning objective. The FSP task is designed by considering b...

🎯 zero-shot-classification 384
NbAiLab

NbAiLab/nb-bert-base-mnli

No description available.

🎯 zero-shot-classification 382
knowledgator

knowledgator/gliclass-base-v1.0

No description available.

🎯 zero-shot-classification 360
Recognai

Recognai/zeroshot_selectra_medium

- zero-shot-classification - nli - pytorch - xnli pipelinetag: zero-shot-classification - text: "El autor se perfila, a los 50 años de su mu...

🎯 zero-shot-classification 352
startificial

startificial/nli-implementation

This model was trained on the MultiNLI dataset, which consists of 392 702 NLI hypothesis-premise pairs. The base model is DeBERTa-v3-base fr...

🎯 zero-shot-classification 336
mtheo

mtheo/camembert-base-xnli

Camembert-base model fine-tuned on french part of XNLI dataset. One of the few Zero-Shot classification model working on French 🇫🇷...

🎯 zero-shot-classification 328
knowledgator

knowledgator/gliclass-modern-base-v2.0-init

No description available.

🎯 zero-shot-classification 321
MoritzLaurer

MoritzLaurer/deberta-v3-large-zeroshot-v2.0-c

No description available.

🎯 zero-shot-classification 318
cointegrated

cointegrated/rubert-tiny-bilingual-nli

No description available.

🎯 zero-shot-classification 311
symanto

symanto/xlm-roberta-base-snli-mnli-anli-xnli

No description available.

🎯 zero-shot-classification 308
mjwong

mjwong/multilingual-e5-large-xnli-anli

Text Embeddings by Weakly-Supervised Contrastive Pre-training. Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang,...

🎯 zero-shot-classification 307
knowledgator

knowledgator/gliclass-large-v1.0

No description available.

🎯 zero-shot-classification 280
ISOISS

ISOISS/multilingual-e5-large-xnli-anli-onnx

No description available.

🎯 zero-shot-classification 274
Xenova

Xenova/DeBERTa-v3-base-mnli-fever-anli

No description available.

🎯 zero-shot-classification 261
deepvk

deepvk/GeRaCl-USER2-base

No description available.

🎯 zero-shot-classification 249
mjwong

mjwong/multilingual-e5-large-instruct-xnli-anli

Text Embeddings by Weakly-Supervised Contrastive Pre-training. Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang,...

🎯 zero-shot-classification 241
MoritzLaurer

MoritzLaurer/ernie-m-large-mnli-xnli

This multilingual model can perform natural language inference (NLI) on 100 languages and is therefore also suitable for multilingual zero-s...

🎯 zero-shot-classification 232
MoritzLaurer

MoritzLaurer/deberta-v3-base-zeroshot-v2.0-c

No description available.

🎯 zero-shot-classification 232
Sahajtomar

Sahajtomar/German_Zeroshot

This model has GBERT Large as base model and fine-tuned it on xnli de dataset. The default hypothesis template is in English: `This text is ...

🎯 zero-shot-classification 204
richardr1126

richardr1126/roberta-base-zeroshot-v2.0-c-ONNX

This repository contains: - model.onnx: Regular ONNX exported model - modelquantized.onnx: INT8 dynamically quantized model for faster infer...

🎯 zero-shot-classification 202
Jiva

Jiva/xlm-roberta-large-it-mnli

This model takes xlm-roberta-large and fine-tunes it on a subset of NLI data taken from a automatically translated version of the MNLI corpu...

🎯 zero-shot-classification 200
richardr1126

richardr1126/deberta-v3-large-zeroshot-v2.0-ONNX

This repository contains: - model.onnx: Regular ONNX exported model - modelquantized.onnx: INT8 dynamically quantized model for faster infer...

🎯 zero-shot-classification 196
sjrhuschlee

sjrhuschlee/flan-t5-base-mnli

No description available.

🎯 zero-shot-classification 188
protectai

protectai/deberta-v3-base-zeroshot-v1-onnx

No description available.

🎯 zero-shot-classification 180
polodealvarado

polodealvarado/biencoder

No description available.

🎯 zero-shot-classification 173
knowledgator

knowledgator/comprehend_it-multilingual-t5-base

No description available.

🎯 zero-shot-classification 153
morit

morit/french_xlm_xnli

This model takes the XLM-Roberta-base model which has been continued to pre-traine on a large corpus of Twitter in multiple languages. It wa...

🎯 zero-shot-classification 152
cointegrated

cointegrated/rubert-base-cased-nli-twoway

No description available.

🎯 zero-shot-classification 144
emrecan

emrecan/bert-base-turkish-cased-allnli_tr

More information needed...

🎯 zero-shot-classification 138