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Collections trending this week

Deployed Models: Token Classification

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

Qwen/Qwen3-ForcedAligner-0.6B-hf

Token Classification • 0.9B • Updated Jun 26 • 78.7k • • 51
openai/privacy-filter

Token Classification • 1B • Updated Apr 22 • 104k • • 1.83k
kalyan-ks/ettin-68m-nemotron-pii

Token Classification • 68.5M • Updated 6 days ago • 1.01k • • 10
OpenMed/OpenMed-PII-SuperClinical-Small-44M-v1

Token Classification • 0.1B • Updated Jan 13 • 124k • • 11

Deployed Models: Text Ranking

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

nlpai-lab/KURE-Reranker-nano

Text Ranking • 0.1B • Updated 18 days ago • 3.45k • • 14
hindsight-ai/hs-rerank-1

Text Ranking • 0.1B • Updated 5 days ago • 472k • • 5
Horizon-Labs/multilingual-reranker-small

Text Ranking • 0.1B • Updated 3 days ago • 3.06k • • 1
2013khansohail/cartographer-ecommerce-reranker-MiniLM-L6-v2

Text Ranking • 22.7M • Updated Sep 3 • 4.88k • • 4

Deployed Models: Table Question Answering

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

google/tapas-base-finetuned-sqa

Table Question Answering • Updated Nov 29, 2021 • 2.52k • • 14
microsoft/tapex-large

Table Question Answering • 0.4B • Updated May 3, 2023 • 1.66k • • 17
google/tapas-base-finetuned-wtq

Table Question Answering • Updated Jul 14, 2022 • 12.2k • • 248
google/tapas-tiny-finetuned-sqa

Table Question Answering • Updated Nov 29, 2021 • 3.07k • • 9

Medical Computer Vision

Research-only chest-X-ray classification and 2D brain-MRI segmentation, with data provenance, evaluation notes, and explicit limitations.

kiselyovd/chest-xray-classifier

Image Classification • 27.9M • Updated 24 days ago • 126 • 1
kiselyovd/brain-mri-segmentation

Image Segmentation • 27.3M • Updated 24 days ago • 112

Deployed Models: Question Answering

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

timpal0l/mdeberta-v3-base-squad2

Question Answering • 0.3B • Updated Nov 26, 2024 • 89.5k • • 260
deepset/deberta-v3-large-squad2

Question Answering • 0.4B • Updated Sep 24, 2024 • 10.3k • • 52
deepset/deberta-v3-base-squad2

Question Answering • 0.2B • Updated Sep 24, 2024 • 17.8k • • 21
VietAI/vit5-base

Question Answering • Updated Sep 27, 2022 • 5.37k • • 21

Running on Zero

MCP

Featured

156

Qwen-Image-2.1-Turbo

⚡

156

8-step text-to-image and editing with Qwen-Image-2.1-Turbo
Running on Zero

MCP

227

Qwen Image 2.1 GGUF Studio

🎨

227

Qwen Image 2.1 Uncensored GGUF demo with Q4_K_M weights

Deployed Models: Text Classification

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

fastino/GLiNER2.5-Decide

Text Classification • 0.5B • Updated Oct 8 • 106k • • 451
baselabs/joey-1

Text Classification • 3B • Updated 10 days ago • 1.25k • • 46
convaiinnovations/laya-multilingual

Text Classification • 0.3B • Updated Oct 3 • 14.2k • • 418
Horizon-Labs/hallucination-guard-base

Text Classification • 0.3B • Updated 9 days ago • 1.83k • • 2

Deployed Models: Summarization

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

yatharth97/T5-base-10K-summarization

Summarization • 0.2B • Updated Jun 10, 2024 • 5.11k • • 3
Sachin21112004/distilbart-news-summarizer

Summarization • 0.3B • Updated Sep 17 • 2.54k • • 22
EbanLee/kobart-summary-v3

Summarization • 0.1B • Updated Mar 13, 2025 • 4.36k • • 22
wordcab/t5-small-email-summarizer

Summarization • 60.5M • Updated Aug 25, 2025 • 1.81k • • 2

Deployed Models: Sentence Similarity

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

hindsight-ai/hs-embed-1

Sentence Similarity • 0.1B • Updated 6 days ago • 6.45k • • 5
vllm-sr/Vela-1.0-Encoder-307M-Embedding

Sentence Similarity • 0.3B • Updated Oct 2 • 12.5k • • 11
0neisall/tiny-embedding-test

Sentence Similarity • 5.65k • Updated 13 days ago • 2.16k • • 2
NbAiLab/borealis-embed-212m

Sentence Similarity • 0.2B • Updated Sep 4 • 1.61k • • 7

Deployed Models: Image Segmentation

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

fashn-ai/fashn-human-parser

Image Segmentation • 64M • Updated Jan 10 • 77.2k • • 33
tue-mps/coco_panoptic_eomt_large_640

Image Segmentation • 0.3B • Updated Sep 18, 2025 • 42.3k • • 14
restor/tcd-segformer-mit-b0

Image Segmentation • 3.72M • Updated Jul 3, 2024 • 6.91k • • 2
sayeed99/segformer-b3-fashion

Image Segmentation • 47.3M • Updated May 10, 2024 • 8.01k • • 31

Deployed Models: Token Classification

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

Qwen/Qwen3-ForcedAligner-0.6B-hf

Token Classification • 0.9B • Updated Jun 26 • 78.7k • • 51
openai/privacy-filter

Token Classification • 1B • Updated Apr 22 • 104k • • 1.83k
kalyan-ks/ettin-68m-nemotron-pii

Token Classification • 68.5M • Updated 6 days ago • 1.01k • • 10
OpenMed/OpenMed-PII-SuperClinical-Small-44M-v1

Token Classification • 0.1B • Updated Jan 13 • 124k • • 11

Running on Zero

MCP

Featured

156

Qwen-Image-2.1-Turbo

⚡

156

8-step text-to-image and editing with Qwen-Image-2.1-Turbo
Running on Zero

MCP

227

Qwen Image 2.1 GGUF Studio

🎨

227

Qwen Image 2.1 Uncensored GGUF demo with Q4_K_M weights

Deployed Models: Text Ranking

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

nlpai-lab/KURE-Reranker-nano

Text Ranking • 0.1B • Updated 18 days ago • 3.45k • • 14
hindsight-ai/hs-rerank-1

Text Ranking • 0.1B • Updated 5 days ago • 472k • • 5
Horizon-Labs/multilingual-reranker-small

Text Ranking • 0.1B • Updated 3 days ago • 3.06k • • 1
2013khansohail/cartographer-ecommerce-reranker-MiniLM-L6-v2

Text Ranking • 22.7M • Updated Sep 3 • 4.88k • • 4

Deployed Models: Text Classification

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

fastino/GLiNER2.5-Decide

Text Classification • 0.5B • Updated Oct 8 • 106k • • 451
baselabs/joey-1

Text Classification • 3B • Updated 10 days ago • 1.25k • • 46
convaiinnovations/laya-multilingual

Text Classification • 0.3B • Updated Oct 3 • 14.2k • • 418
Horizon-Labs/hallucination-guard-base

Text Classification • 0.3B • Updated 9 days ago • 1.83k • • 2

Deployed Models: Table Question Answering

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

google/tapas-base-finetuned-sqa

Table Question Answering • Updated Nov 29, 2021 • 2.52k • • 14
microsoft/tapex-large

Table Question Answering • 0.4B • Updated May 3, 2023 • 1.66k • • 17
google/tapas-base-finetuned-wtq

Table Question Answering • Updated Jul 14, 2022 • 12.2k • • 248
google/tapas-tiny-finetuned-sqa

Table Question Answering • Updated Nov 29, 2021 • 3.07k • • 9

Deployed Models: Summarization

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

yatharth97/T5-base-10K-summarization

Summarization • 0.2B • Updated Jun 10, 2024 • 5.11k • • 3
Sachin21112004/distilbart-news-summarizer

Summarization • 0.3B • Updated Sep 17 • 2.54k • • 22
EbanLee/kobart-summary-v3

Summarization • 0.1B • Updated Mar 13, 2025 • 4.36k • • 22
wordcab/t5-small-email-summarizer

Summarization • 60.5M • Updated Aug 25, 2025 • 1.81k • • 2

Medical Computer Vision

Research-only chest-X-ray classification and 2D brain-MRI segmentation, with data provenance, evaluation notes, and explicit limitations.

kiselyovd/chest-xray-classifier

Image Classification • 27.9M • Updated 24 days ago • 126 • 1
kiselyovd/brain-mri-segmentation

Image Segmentation • 27.3M • Updated 24 days ago • 112

Deployed Models: Sentence Similarity

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

hindsight-ai/hs-embed-1

Sentence Similarity • 0.1B • Updated 6 days ago • 6.45k • • 5
vllm-sr/Vela-1.0-Encoder-307M-Embedding

Sentence Similarity • 0.3B • Updated Oct 2 • 12.5k • • 11
0neisall/tiny-embedding-test

Sentence Similarity • 5.65k • Updated 13 days ago • 2.16k • • 2
NbAiLab/borealis-embed-212m

Sentence Similarity • 0.2B • Updated Sep 4 • 1.61k • • 7

Deployed Models: Question Answering

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

timpal0l/mdeberta-v3-base-squad2

Question Answering • 0.3B • Updated Nov 26, 2024 • 89.5k • • 260
deepset/deberta-v3-large-squad2

Question Answering • 0.4B • Updated Sep 24, 2024 • 10.3k • • 52
deepset/deberta-v3-base-squad2

Question Answering • 0.2B • Updated Sep 24, 2024 • 17.8k • • 21
VietAI/vit5-base

Question Answering • Updated Sep 27, 2022 • 5.37k • • 21

Deployed Models: Image Segmentation

Deployed on HF Inference. Newest releases first. Release dates use Hub repository creation dates.

fashn-ai/fashn-human-parser

Image Segmentation • 64M • Updated Jan 10 • 77.2k • • 33
tue-mps/coco_panoptic_eomt_large_640

Image Segmentation • 0.3B • Updated Sep 18, 2025 • 42.3k • • 14
restor/tcd-segformer-mit-b0

Image Segmentation • 3.72M • Updated Jul 3, 2024 • 6.91k • • 2
sayeed99/segformer-b3-fashion

Image Segmentation • 47.3M • Updated May 10, 2024 • 8.01k • • 31

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