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Collections trending this week

🔮Decision 3.0

Towards Open Multimodal Foundation Decision Models

about 1 hour ago

vllm-sr/d3

Zero-Shot Classification • 26B • Updated about 21 hours ago • 1.16k • 145
vllm-sr/d3-flash

Zero-Shot Classification • 8B • Updated about 21 hours ago • 1.16k • 56
vllm-sr/d3-mini

Zero-Shot Classification • 5B • Updated about 21 hours ago • 1.04k • 24
vllm-sr/d3-nano

Zero-Shot Classification • 2B • Updated about 21 hours ago • 887 • 29

🧙‍ Decision 2.0

Towards Open Foundation Decision Models

vllm-sr/Decision-2.0-Vega-27B

Zero-Shot Classification • Updated 3 days ago • 2.78k • 74
vllm-sr/Decision-2.0-Lux-9B

Zero-Shot Classification • Updated 3 days ago • 1.08k • 43
vllm-sr/Decision-2.0-Nox-4B

Zero-Shot Classification • Updated 3 days ago • 1.68k • 31
vllm-sr/Decision-2.0-Sol-2B

Zero-Shot Classification • Updated 3 days ago • 1.14k • 18

Mellum2.1 model weights

JetBrains/Mellum2.1-12B-A2.5B-Thinking

Text Generation • 12B • Updated 6 days ago • 1.47k • 124
JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF

Text Generation • 12B • Updated 7 days ago • 27.1k • 82

Qwen/Qwen3.8-2.4T-A95B

Text Generation • 2.4T • Updated Aug 12 • 32.9k • • 1.31k
Qwen/Qwen3.8-2.4T-A95B-FP8

Text Generation • 2.4T • Updated Aug 12 • 8.31k • 251
Qwen/Qwen3.8-27B

Image-Text-to-Text • 28B • Updated Aug 14 • 7.12M • • 17.7k
Qwen/Qwen3.8-27B-FP8

Image-Text-to-Text • 28B • Updated Aug 14 • 4.49M • 914

200+ Roleplay, Creative Writing, Uncensored, NSFW models.

Oldest models listed first, with Newest models at bottom of the page. Most repos have full examples, instructions, best settings and so on.

DavidAU/Maximizing-Model-Performance-All-Quants-Types-And-Full-Precision-by-Samplers_Parameters

Updated Jul 27, 2025 • 259
DavidAU/TieFighter-Holodeck-Holomax-Mythomax-F1-V1-COMPOS-20B-gguf

Text Generation • 20B • Updated Jun 11 • 3.3k • 63
DavidAU/Psyonic-Cetacean-Ultra-Quality-20b-GGUF-imatrix

Text Generation • 20B • Updated Jul 28, 2025 • 5.56k • 30
DavidAU/Psyonic-Cetacean-Ultra-Quality-20b-GGUF

Text Generation • 20B • Updated Jul 28, 2025 • 2.56k • 27

A new chapter in on-device multimodal Al.

openbmb/MiniCPM-V-4.7-35B-A3B

Image-Text-to-Text • 35B • Updated about 15 hours ago • 630 • 495
openbmb/MiniCPM-V-4.7-1B

Image-Text-to-Text • 2B • Updated about 15 hours ago • 263 • 295
openbmb/MiniCPM-V-4.7-35B-A3B-gguf

Image-Text-to-Text • 35B • Updated about 15 hours ago • 10.1k • 97
openbmb/MiniCPM-V-4.7-1B-gguf

Image-Text-to-Text • 1B • Updated about 15 hours ago • 2.06k • 53

Towards Open Foundation Routing Models

vllm-sr/Vela-2.0-0.3B

Zero-Shot Classification • 0.3B • Updated 7 days ago • 2.23k • 38
vllm-sr/Vela-2.0-0.8B

Zero-Shot Classification • 0.8B • Updated 7 days ago • 466 • 20
vllm-sr/Vela-2.0-4B

Zero-Shot Classification • 4B • Updated 7 days ago • 263 • 13
vllm-sr/Vela-2.0-9B

Zero-Shot Classification • 8B • Updated 7 days ago • 248 • 40

HF Ofiicial Benchs

LocalLLaMA/typed-decisions

Benchmark • Updated about 2 hours ago • 3.2k • 43.2k • 184
Idavidrein/gpqa

Benchmark • Updated 22 days ago • 1.25k • 110k • 584
TIGER-Lab/MMLU-Pro

Benchmark • Updated May 2 • 12.1k • 224k • 567
MMMU/MMMU_Pro

Benchmark • Updated 9 days ago • 5.19k • 19.5k • 92

Collection of our second set of text embedding models

perplexity-ai/pplx-embed-v2-late-9b

Feature Extraction • 8B • Updated 6 days ago • 619 • 31
perplexity-ai/pplx-embed-v2-late-0.6b

Feature Extraction • 0.6B • Updated 6 days ago • 1.3k • • 54
perplexity-ai/pplx-embed-v2-context-9b-preview

Feature Extraction • 8B • Updated 6 days ago • 1.4k • 71

LightOnOCR-3 🦉

High-Performance OCR and Layout Extraction in One Model

lightonai/LightOnOCR-3-0.8B

Image-Text-to-Text • 0.9B • Updated 5 days ago • 2.34k • 62
lightonai/LightOnOCR-3-1B

Image-Text-to-Text • 1B • Updated 5 days ago • 1.23k • 21
lightonai/LightOnOCR-3-4B

Image-Text-to-Text • 5B • Updated 5 days ago • 5.35k • 82
Running on Zero

Agents

Featured

45

LightOnOCR-3 Demo

🦉

45

OCR to Markdown with layout grounding

🔮Decision 3.0

Towards Open Multimodal Foundation Decision Models

about 1 hour ago

vllm-sr/d3

Zero-Shot Classification • 26B • Updated about 21 hours ago • 1.16k • 145
vllm-sr/d3-flash

Zero-Shot Classification • 8B • Updated about 21 hours ago • 1.16k • 56
vllm-sr/d3-mini

Zero-Shot Classification • 5B • Updated about 21 hours ago • 1.04k • 24
vllm-sr/d3-nano

Zero-Shot Classification • 2B • Updated about 21 hours ago • 887 • 29

A new chapter in on-device multimodal Al.

openbmb/MiniCPM-V-4.7-35B-A3B

Image-Text-to-Text • 35B • Updated about 15 hours ago • 630 • 495
openbmb/MiniCPM-V-4.7-1B

Image-Text-to-Text • 2B • Updated about 15 hours ago • 263 • 295
openbmb/MiniCPM-V-4.7-35B-A3B-gguf

Image-Text-to-Text • 35B • Updated about 15 hours ago • 10.1k • 97
openbmb/MiniCPM-V-4.7-1B-gguf

Image-Text-to-Text • 1B • Updated about 15 hours ago • 2.06k • 53

🧙‍ Decision 2.0

Towards Open Foundation Decision Models

vllm-sr/Decision-2.0-Vega-27B

Zero-Shot Classification • Updated 3 days ago • 2.78k • 74
vllm-sr/Decision-2.0-Lux-9B

Zero-Shot Classification • Updated 3 days ago • 1.08k • 43
vllm-sr/Decision-2.0-Nox-4B

Zero-Shot Classification • Updated 3 days ago • 1.68k • 31
vllm-sr/Decision-2.0-Sol-2B

Zero-Shot Classification • Updated 3 days ago • 1.14k • 18

Towards Open Foundation Routing Models

vllm-sr/Vela-2.0-0.3B

Zero-Shot Classification • 0.3B • Updated 7 days ago • 2.23k • 38
vllm-sr/Vela-2.0-0.8B

Zero-Shot Classification • 0.8B • Updated 7 days ago • 466 • 20
vllm-sr/Vela-2.0-4B

Zero-Shot Classification • 4B • Updated 7 days ago • 263 • 13
vllm-sr/Vela-2.0-9B

Zero-Shot Classification • 8B • Updated 7 days ago • 248 • 40

Mellum2.1 model weights

JetBrains/Mellum2.1-12B-A2.5B-Thinking

Text Generation • 12B • Updated 6 days ago • 1.47k • 124
JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF

Text Generation • 12B • Updated 7 days ago • 27.1k • 82

HF Ofiicial Benchs

LocalLLaMA/typed-decisions

Benchmark • Updated about 2 hours ago • 3.2k • 43.2k • 184
Idavidrein/gpqa

Benchmark • Updated 22 days ago • 1.25k • 110k • 584
TIGER-Lab/MMLU-Pro

Benchmark • Updated May 2 • 12.1k • 224k • 567
MMMU/MMMU_Pro

Benchmark • Updated 9 days ago • 5.19k • 19.5k • 92

Qwen/Qwen3.8-2.4T-A95B

Text Generation • 2.4T • Updated Aug 12 • 32.9k • • 1.31k
Qwen/Qwen3.8-2.4T-A95B-FP8

Text Generation • 2.4T • Updated Aug 12 • 8.31k • 251
Qwen/Qwen3.8-27B

Image-Text-to-Text • 28B • Updated Aug 14 • 7.12M • • 17.7k
Qwen/Qwen3.8-27B-FP8

Image-Text-to-Text • 28B • Updated Aug 14 • 4.49M • 914

Collection of our second set of text embedding models

perplexity-ai/pplx-embed-v2-late-9b

Feature Extraction • 8B • Updated 6 days ago • 619 • 31
perplexity-ai/pplx-embed-v2-late-0.6b

Feature Extraction • 0.6B • Updated 6 days ago • 1.3k • • 54
perplexity-ai/pplx-embed-v2-context-9b-preview

Feature Extraction • 8B • Updated 6 days ago • 1.4k • 71

200+ Roleplay, Creative Writing, Uncensored, NSFW models.

Oldest models listed first, with Newest models at bottom of the page. Most repos have full examples, instructions, best settings and so on.

DavidAU/Maximizing-Model-Performance-All-Quants-Types-And-Full-Precision-by-Samplers_Parameters

Updated Jul 27, 2025 • 259
DavidAU/TieFighter-Holodeck-Holomax-Mythomax-F1-V1-COMPOS-20B-gguf

Text Generation • 20B • Updated Jun 11 • 3.3k • 63
DavidAU/Psyonic-Cetacean-Ultra-Quality-20b-GGUF-imatrix

Text Generation • 20B • Updated Jul 28, 2025 • 5.56k • 30
DavidAU/Psyonic-Cetacean-Ultra-Quality-20b-GGUF

Text Generation • 20B • Updated Jul 28, 2025 • 2.56k • 27

LightOnOCR-3 🦉

High-Performance OCR and Layout Extraction in One Model

lightonai/LightOnOCR-3-0.8B

Image-Text-to-Text • 0.9B • Updated 5 days ago • 2.34k • 62
lightonai/LightOnOCR-3-1B

Image-Text-to-Text • 1B • Updated 5 days ago • 1.23k • 21
lightonai/LightOnOCR-3-4B

Image-Text-to-Text • 5B • Updated 5 days ago • 5.35k • 82
Running on Zero

Agents

Featured

45

LightOnOCR-3 Demo

🦉

45

OCR to Markdown with layout grounding

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