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Collections

Discover the best community collections!

Collections trending this week

InstructBLIP models

A collection that contains all InstructBLIP models!

Salesforce/instructblip-vicuna-7b

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 6.44k • 102
Salesforce/instructblip-vicuna-13b

Image-Text-to-Text • 14B • Updated Feb 3, 2025 • 792 • 42
Salesforce/instructblip-flan-t5-xxl

Image-Text-to-Text • 12B • Updated Feb 3, 2025 • 232 • 21
Salesforce/instructblip-flan-t5-xl

Image-Text-to-Text • 4B • Updated Feb 3, 2025 • 46.2k • 30

The newest flagship non-reasoning model series.

inclusionAI/Ling-2.5-1T

Text Generation • 1T • Updated Feb 16 • 414 • 114

Zooming-without-Zooming

Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception

Paper • 2602.11858 • Published Feb 12 • 61
inclusionAI/ZwZ-4B

Image-Text-to-Text • 5B • Updated Mar 4 • 254 • 32
inclusionAI/ZwZ-8B

Image-Text-to-Text • 9B • Updated Apr 13 • 2.55k • 49
inclusionAI/ZwZ-RL-VQA

Viewer • Updated May 28 • 111k • 3.12k • 17

Models continually pretrained using LayerSkip - https://arxiv.org/abs/2404.16710

LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding

Paper • 2404.16710 • Published Apr 25, 2024 • 81
facebook/layerskip-llama2-7B

Text Generation • 7B • Updated Oct 19, 2024 • 349 • 17
facebook/layerskip-llama2-13B

Text Generation • 13B • Updated Oct 19, 2024 • 21 • 6
facebook/layerskip-llama2-70B

Text Generation • 69B • Updated Nov 3, 2024 • 200 • 5

A collection of all BLIP2 models!

Salesforce/blip2-opt-2.7b

Image-Text-to-Text • 4B • Updated Feb 3, 2025 • 499k • 447
Salesforce/blip2-flan-t5-xxl

Image-Text-to-Text • 12B • Updated Feb 3, 2025 • 951 • 94
Salesforce/blip2-opt-6.7b-coco

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 669 • 35
Salesforce/blip2-opt-6.7b

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 68.2k • 80

inclusionAI/Ring-2.5-1T

Text Generation • 1T • Updated Apr 13 • 14.4k • 243

Qwen3-Embedding

Qwen/Qwen3-Embedding-0.6B-GGUF

0.6B • Updated Jul 14, 2025 • 87k • 563
Qwen/Qwen3-Embedding-0.6B

Feature Extraction • 0.6B • Updated Apr 20 • 8.18M • • 1.16k
Qwen/Qwen3-Embedding-4B

Feature Extraction • 4B • Updated Jun 20, 2025 • 3.94M • 308
Qwen/Qwen3-Embedding-8B

Feature Extraction • 8B • Updated Jul 7, 2025 • 2.88M • • 778

InstructBLIP models

A collection that contains all InstructBLIP models!

Salesforce/instructblip-vicuna-7b

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 6.44k • 102
Salesforce/instructblip-vicuna-13b

Image-Text-to-Text • 14B • Updated Feb 3, 2025 • 792 • 42
Salesforce/instructblip-flan-t5-xxl

Image-Text-to-Text • 12B • Updated Feb 3, 2025 • 232 • 21
Salesforce/instructblip-flan-t5-xl

Image-Text-to-Text • 4B • Updated Feb 3, 2025 • 46.2k • 30

A collection of all BLIP2 models!

Salesforce/blip2-opt-2.7b

Image-Text-to-Text • 4B • Updated Feb 3, 2025 • 499k • 447
Salesforce/blip2-flan-t5-xxl

Image-Text-to-Text • 12B • Updated Feb 3, 2025 • 951 • 94
Salesforce/blip2-opt-6.7b-coco

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 669 • 35
Salesforce/blip2-opt-6.7b

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 68.2k • 80

The newest flagship non-reasoning model series.

inclusionAI/Ling-2.5-1T

Text Generation • 1T • Updated Feb 16 • 414 • 114

inclusionAI/Ring-2.5-1T

Text Generation • 1T • Updated Apr 13 • 14.4k • 243

Zooming-without-Zooming

Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception

Paper • 2602.11858 • Published Feb 12 • 61
inclusionAI/ZwZ-4B

Image-Text-to-Text • 5B • Updated Mar 4 • 254 • 32
inclusionAI/ZwZ-8B

Image-Text-to-Text • 9B • Updated Apr 13 • 2.55k • 49
inclusionAI/ZwZ-RL-VQA

Viewer • Updated May 28 • 111k • 3.12k • 17

Qwen3-Embedding

Qwen/Qwen3-Embedding-0.6B-GGUF

0.6B • Updated Jul 14, 2025 • 87k • 563
Qwen/Qwen3-Embedding-0.6B

Feature Extraction • 0.6B • Updated Apr 20 • 8.18M • • 1.16k
Qwen/Qwen3-Embedding-4B

Feature Extraction • 4B • Updated Jun 20, 2025 • 3.94M • 308
Qwen/Qwen3-Embedding-8B

Feature Extraction • 8B • Updated Jul 7, 2025 • 2.88M • • 778

Models continually pretrained using LayerSkip - https://arxiv.org/abs/2404.16710

LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding

Paper • 2404.16710 • Published Apr 25, 2024 • 81
facebook/layerskip-llama2-7B

Text Generation • 7B • Updated Oct 19, 2024 • 349 • 17
facebook/layerskip-llama2-13B

Text Generation • 13B • Updated Oct 19, 2024 • 21 • 6
facebook/layerskip-llama2-70B

Text Generation • 69B • Updated Nov 3, 2024 • 200 • 5

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