MMLForge Search models, datasets, tasks… Start free
Home › Models › Zero Shot Classification

Best Zero Shot Classification Models

20

20 zero shot classification models on MLForge, ranked by downloads — including work from facebook, valhalla, cross-encoder, MoritzLaurer. Compare, download and run them locally on your own GPU. Free tier.

Start freeDesktop app

Top Zero Shot Classification models

B facebook/bart-large-mnli Zero Shot Classification ·407.3M params 3.3M 1.6K 🤗 HF D valhalla/distilbart-mnli-12-1 Zero Shot Classification 493.4K 56 🤗 HF N cross-encoder/nli-deberta-v3-small Zero Shot Classification ·141.9M params 471.8K 15 🤗 HF M MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7 Zero Shot Classification ·278.8M params 398.7K 378 🤗 HF N cross-encoder/nli-deberta-v3-base Zero Shot Classification ·184.4M params 378.1K 46 🤗 HF N cross-encoder/nli-deberta-v3-large Zero Shot Classification ·435.1M params 330.4K 44 🤗 HF X joeddav/xlm-roberta-large-xnli Zero Shot Classification ·560.9M params 324.9K 291 🤗 HF M MoritzLaurer/mDeBERTa-v3-base-mnli-xnli Zero Shot Classification ·278.8M params 193.4K 311 🤗 HF N cross-encoder/nli-deberta-v3-xsmall Zero Shot Classification ·70.8M params 173.9K 7 🤗 HF D typeform/distilbert-base-uncased-mnli Zero Shot Classification ·67.0M params 172.2K 45 🤗 HF N cross-encoder/nli-MiniLM2-L6-H768 Zero Shot Classification ·82.1M params 132.6K 14 🤗 HF D MoritzLaurer/DeBERTa-v3-base-mnli-fever-anli Zero Shot Classification ·184.4M params 118.9K 223 🤗 HF D MoritzLaurer/deberta-v3-large-zeroshot-v2.0 Zero Shot Classification ·435.1M params 117.3K 130 🤗 HF B MoritzLaurer/bge-m3-zeroshot-v2.0 Zero Shot Classification ·567.8M params 71.7K 65 🤗 HF D MoritzLaurer/DeBERTa-v3-large-mnli-fever-anli-ling-wanli Zero Shot Classification ·435.1M params 63.8K 127 🤗 HF D MoritzLaurer/deberta-v3-xsmall-zeroshot-v1.1-all-33 Zero Shot Classification ·70.8M params 63.6K 9 🤗 HF B joeddav/bart-large-mnli-yahoo-answers Zero Shot Classification ·407.3M params 61.3K 13 🤗 HF B Xenova/bart-large-mnli Zero Shot Classification 60.7K 5 🤗 HF D MoritzLaurer/deberta-v3-base-zeroshot-v2.0 Zero Shot Classification ·184.4M params 35.9K 16 🤗 HF C Armaggheddon/clip-vit-base-patch32_lego-brick Zero Shot Classification ·151.3M params 138 1 🤗 HF

Other tasks

Text Generation 872Image Text To Text 523Image Classification 499Time Series Forecasting 498Automatic Speech Recognition 494Video Classification 492Audio Classification 484Image Segmentation 480Text To Speech 475Translation 464Zero Shot Image Classification 463Text To Image 461Object Detection 447Other 423Image To Text 396Depth Estimation 391Reinforcement Learning 390Question Answering 372Summarization 343Token Classification 316