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Collections

Discover the best community collections!

Collections trending this week

Diversity of Thought Improves Reasoning Abilities of Large Language Models

Paper • 2310.07088 • Published Oct 11, 2023 • 5
Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning

Paper • 2310.04474 • Published Oct 6, 2023 • 2
Promptor: A Conversational and Autonomous Prompt Generation Agent for Intelligent Text Entry Techniques

Paper • 2310.08101 • Published Oct 12, 2023 • 2
Instance Needs More Care: Rewriting Prompts for Instances Yields Better Zero-Shot Performance

Paper • 2310.02107 • Published Oct 3, 2023 • 3

Contain all my Frankenstein 20B Llama2 models, I received a lots of good feedback on them.

Undi95/PsyMedRP-v1-20B

Text Generation • 20B • Updated Oct 6, 2023 • 82 • 39
Undi95/Emerhyst-20B

Text Generation • 20B • Updated Nov 17, 2023 • 96 • 48
Undi95/MLewd-ReMM-L2-Chat-20B

Text Generation • 20B • Updated Nov 17, 2023 • 96 • 29
Undi95/U-Amethyst-20B

Text Generation • 20B • Updated Nov 17, 2023 • 86 • 31

A collection of all BLIP2 models!

Salesforce/blip2-opt-2.7b

Image-Text-to-Text • 4B • Updated Feb 3, 2025 • 505k • 447
Salesforce/blip2-flan-t5-xxl

Image-Text-to-Text • 12B • Updated Feb 3, 2025 • 879 • 94
Salesforce/blip2-opt-6.7b-coco

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 635 • 35
Salesforce/blip2-opt-6.7b

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 73.3k • 80

inclusionAI/Ring-2.5-1T

Text Generation • 1T • Updated Apr 13 • 15.4k • 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 • 15.1k • 685
openbmb/MiniCPM4.1-8B

Text Generation • 8B • Updated Oct 24, 2025 • 57.4k • 391
openbmb/MiniCPM4.1-8B-GGUF

Text Generation • 8B • Updated Sep 5, 2025 • 752 • 16

CodeShell - 北大

InstructBLIP models

A collection that contains all InstructBLIP models!

Salesforce/instructblip-vicuna-7b

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 6.25k • 102
Salesforce/instructblip-vicuna-13b

Image-Text-to-Text • 14B • Updated Feb 3, 2025 • 784 • 42
Salesforce/instructblip-flan-t5-xxl

Image-Text-to-Text • 12B • Updated Feb 3, 2025 • 258 • 21
Salesforce/instructblip-flan-t5-xl

Image-Text-to-Text • 4B • Updated Feb 3, 2025 • 44.9k • 30

The newest flagship non-reasoning model series.

inclusionAI/Ling-2.5-1T

Text Generation • 1T • Updated Feb 16 • 543 • 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 • 241 • 32
inclusionAI/ZwZ-8B

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

Viewer • Updated May 28 • 111k • 3.15k • 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 • 339 • 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

Diversity of Thought Improves Reasoning Abilities of Large Language Models

Paper • 2310.07088 • Published Oct 11, 2023 • 5
Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning

Paper • 2310.04474 • Published Oct 6, 2023 • 2
Promptor: A Conversational and Autonomous Prompt Generation Agent for Intelligent Text Entry Techniques

Paper • 2310.08101 • Published Oct 12, 2023 • 2
Instance Needs More Care: Rewriting Prompts for Instances Yields Better Zero-Shot Performance

Paper • 2310.02107 • Published Oct 3, 2023 • 3

CodeShell - 北大

Contain all my Frankenstein 20B Llama2 models, I received a lots of good feedback on them.

Undi95/PsyMedRP-v1-20B

Text Generation • 20B • Updated Oct 6, 2023 • 82 • 39
Undi95/Emerhyst-20B

Text Generation • 20B • Updated Nov 17, 2023 • 96 • 48
Undi95/MLewd-ReMM-L2-Chat-20B

Text Generation • 20B • Updated Nov 17, 2023 • 96 • 29
Undi95/U-Amethyst-20B

Text Generation • 20B • Updated Nov 17, 2023 • 86 • 31

InstructBLIP models

A collection that contains all InstructBLIP models!

Salesforce/instructblip-vicuna-7b

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 6.25k • 102
Salesforce/instructblip-vicuna-13b

Image-Text-to-Text • 14B • Updated Feb 3, 2025 • 784 • 42
Salesforce/instructblip-flan-t5-xxl

Image-Text-to-Text • 12B • Updated Feb 3, 2025 • 258 • 21
Salesforce/instructblip-flan-t5-xl

Image-Text-to-Text • 4B • Updated Feb 3, 2025 • 44.9k • 30

A collection of all BLIP2 models!

Salesforce/blip2-opt-2.7b

Image-Text-to-Text • 4B • Updated Feb 3, 2025 • 505k • 447
Salesforce/blip2-flan-t5-xxl

Image-Text-to-Text • 12B • Updated Feb 3, 2025 • 879 • 94
Salesforce/blip2-opt-6.7b-coco

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 635 • 35
Salesforce/blip2-opt-6.7b

Image-Text-to-Text • 8B • Updated Feb 3, 2025 • 73.3k • 80

The newest flagship non-reasoning model series.

inclusionAI/Ling-2.5-1T

Text Generation • 1T • Updated Feb 16 • 543 • 114

inclusionAI/Ring-2.5-1T

Text Generation • 1T • Updated Apr 13 • 15.4k • 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 • 241 • 32
inclusionAI/ZwZ-8B

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

Viewer • Updated May 28 • 111k • 3.15k • 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 • 15.1k • 685
openbmb/MiniCPM4.1-8B

Text Generation • 8B • Updated Oct 24, 2025 • 57.4k • 391
openbmb/MiniCPM4.1-8B-GGUF

Text Generation • 8B • Updated Sep 5, 2025 • 752 • 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 • 339 • 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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