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Collections trending this week

The newest flagship non-reasoning model series.

inclusionAI/Ling-2.5-1T

Text Generation • 1T • Updated Feb 16 • 411 • 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 • 283 • 32
inclusionAI/ZwZ-8B

Image-Text-to-Text • 9B • Updated Apr 13 • 2.53k • 49
inclusionAI/ZwZ-RL-VQA

Viewer • Updated May 28 • 111k • 3.25k • 17

Gemma 3 Release

google/gemma-3-270m-it

Text Generation • 0.3B • Updated Aug 14, 2025 • 68.6k • 610
google/gemma-3-270m

Text Generation • 0.3B • Updated Aug 14, 2025 • 1.33M • 1.07k
google/gemma-3-4b-it

Image-Text-to-Text • 4B • Updated Mar 21, 2025 • 1.24M • • 1.46k
google/gemma-3-4b-pt

Image-Text-to-Text • 4B • Updated Mar 21, 2025 • 70.7k • 159

inclusionAI/Ring-2.5-1T

Text Generation • 1T • Updated Apr 13 • 13.5k • 243

Qwen3-Embedding

Qwen/Qwen3-Embedding-0.6B-GGUF

0.6B • Updated Jul 14, 2025 • 88.5k • 563
Qwen/Qwen3-Embedding-0.6B

Feature Extraction • 0.6B • Updated Apr 20 • 7.74M • • 1.16k
Qwen/Qwen3-Embedding-4B

Feature Extraction • 4B • Updated Jun 20, 2025 • 4.1M • 308
Qwen/Qwen3-Embedding-8B

Feature Extraction • 8B • Updated Jul 7, 2025 • 2.9M • • 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 • 310 • 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

The newest flagship non-reasoning model series.

inclusionAI/Ling-2.5-1T

Text Generation • 1T • Updated Feb 16 • 411 • 114

inclusionAI/Ring-2.5-1T

Text Generation • 1T • Updated Apr 13 • 13.5k • 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 • 283 • 32
inclusionAI/ZwZ-8B

Image-Text-to-Text • 9B • Updated Apr 13 • 2.53k • 49
inclusionAI/ZwZ-RL-VQA

Viewer • Updated May 28 • 111k • 3.25k • 17

Qwen3-Embedding

Qwen/Qwen3-Embedding-0.6B-GGUF

0.6B • Updated Jul 14, 2025 • 88.5k • 563
Qwen/Qwen3-Embedding-0.6B

Feature Extraction • 0.6B • Updated Apr 20 • 7.74M • • 1.16k
Qwen/Qwen3-Embedding-4B

Feature Extraction • 4B • Updated Jun 20, 2025 • 4.1M • 308
Qwen/Qwen3-Embedding-8B

Feature Extraction • 8B • Updated Jul 7, 2025 • 2.9M • • 778

Gemma 3 Release

google/gemma-3-270m-it

Text Generation • 0.3B • Updated Aug 14, 2025 • 68.6k • 610
google/gemma-3-270m

Text Generation • 0.3B • Updated Aug 14, 2025 • 1.33M • 1.07k
google/gemma-3-4b-it

Image-Text-to-Text • 4B • Updated Mar 21, 2025 • 1.24M • • 1.46k
google/gemma-3-4b-pt

Image-Text-to-Text • 4B • Updated Mar 21, 2025 • 70.7k • 159

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 • 310 • 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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