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A collection of all BLIP2 models!

Salesforce/blip2-opt-2.7b

Image-Text-to-Text • 4B • Updated Feb 3, 2025 • 503k • 447
Salesforce/blip2-flan-t5-xxl

Image-Text-to-Text • 12B • Updated Feb 3, 2025 • 717 • 94
Salesforce/blip2-opt-6.7b-coco

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 619 • 35
Salesforce/blip2-opt-6.7b

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 79.9k • 80

inclusionAI/Ring-2.5-1T

Text Generation • 1T • Updated Apr 13 • 16.2k • 243

MiniCPM4: Ultra-Efficient LLMs on End Devices

MiniCPM4: Ultra-Efficient LLMs on End Devices

Paper • 2506.07900 • Published Jun 9, 2025 • 101
openbmb/MiniCPM-SALA

Text Generation • 9B • Updated May 7 • 11.3k • 685
openbmb/MiniCPM4.1-8B

Text Generation • 8B • Updated Oct 24, 2025 • 54.5k • 391
openbmb/MiniCPM4.1-8B-GGUF

Text Generation • 8B • Updated Sep 5, 2025 • 811 • 16

Models focus on video understanding (previously known as LLaVA-NeXT-Video).

Video Instruction Tuning With Synthetic Data

Paper • 2410.02713 • Published Oct 3, 2024 • 41
lmms-lab/LLaVA-Video-178K

Viewer • Updated Oct 11, 2024 • 1.63M • 39.6k • 201
lmms-lab/LLaVA-Video-7B-Qwen2

Video-Text-to-Text • 8B • Updated Oct 25, 2024 • 16.3k • 127
lmms-lab/LLaVA-Video-72B-Qwen2

Text Generation • 73B • Updated Oct 25, 2024 • 141 • 21

The newest flagship non-reasoning model series.

inclusionAI/Ling-2.5-1T

Text Generation • 1T • Updated Feb 16 • 569 • 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 • 227 • 32
inclusionAI/ZwZ-8B

Image-Text-to-Text • 9B • Updated Apr 13 • 2.55k • 48
inclusionAI/ZwZ-RL-VQA

Viewer • Updated May 28 • 111k • 3.24k • 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 • 359 • 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 • 202 • 5

A collection of all BLIP2 models!

Salesforce/blip2-opt-2.7b

Image-Text-to-Text • 4B • Updated Feb 3, 2025 • 503k • 447
Salesforce/blip2-flan-t5-xxl

Image-Text-to-Text • 12B • Updated Feb 3, 2025 • 717 • 94
Salesforce/blip2-opt-6.7b-coco

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 619 • 35
Salesforce/blip2-opt-6.7b

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 79.9k • 80

The newest flagship non-reasoning model series.

inclusionAI/Ling-2.5-1T

Text Generation • 1T • Updated Feb 16 • 569 • 114

inclusionAI/Ring-2.5-1T

Text Generation • 1T • Updated Apr 13 • 16.2k • 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 • 227 • 32
inclusionAI/ZwZ-8B

Image-Text-to-Text • 9B • Updated Apr 13 • 2.55k • 48
inclusionAI/ZwZ-RL-VQA

Viewer • Updated May 28 • 111k • 3.24k • 17

MiniCPM4: Ultra-Efficient LLMs on End Devices

MiniCPM4: Ultra-Efficient LLMs on End Devices

Paper • 2506.07900 • Published Jun 9, 2025 • 101
openbmb/MiniCPM-SALA

Text Generation • 9B • Updated May 7 • 11.3k • 685
openbmb/MiniCPM4.1-8B

Text Generation • 8B • Updated Oct 24, 2025 • 54.5k • 391
openbmb/MiniCPM4.1-8B-GGUF

Text Generation • 8B • Updated Sep 5, 2025 • 811 • 16

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 • 359 • 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 • 202 • 5

Models focus on video understanding (previously known as LLaVA-NeXT-Video).

Video Instruction Tuning With Synthetic Data

Paper • 2410.02713 • Published Oct 3, 2024 • 41
lmms-lab/LLaVA-Video-178K

Viewer • Updated Oct 11, 2024 • 1.63M • 39.6k • 201
lmms-lab/LLaVA-Video-7B-Qwen2

Video-Text-to-Text • 8B • Updated Oct 25, 2024 • 16.3k • 127
lmms-lab/LLaVA-Video-72B-Qwen2

Text Generation • 73B • Updated Oct 25, 2024 • 141 • 21

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