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🧙‍ Decision 2.0

Towards Open Foundation Decision Models

about 16 hours ago

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

Zero-Shot Classification • Updated about 22 hours ago • 2.64k • 70
vllm-sr/Decision-2.0-Lux-9B

Zero-Shot Classification • Updated about 22 hours ago • 941 • 41
vllm-sr/Decision-2.0-Nox-4B

Zero-Shot Classification • Updated about 22 hours ago • 1.47k • 31
vllm-sr/Decision-2.0-Sol-2B

Zero-Shot Classification • Updated about 22 hours ago • 995 • 17

Towards Open Foundation Routing Models

vllm-sr/Vela-2.0-0.3B

Zero-Shot Classification • 0.3B • Updated 5 days ago • 1.43k • 35
vllm-sr/Vela-2.0-0.8B

Zero-Shot Classification • 0.8B • Updated 5 days ago • 308 • 20
vllm-sr/Vela-2.0-4B

Zero-Shot Classification • 4B • Updated 5 days ago • 194 • 13
vllm-sr/Vela-2.0-9B

Zero-Shot Classification • 8B • Updated 5 days ago • 176 • 38

HF Ofiicial Benchs

LocalLLaMA/typed-decisions

Benchmark • Updated 1 day ago • 3.2k • 38.5k • 163
Idavidrein/gpqa

Benchmark • Updated 20 days ago • 1.25k • 109k • 580
TIGER-Lab/MMLU-Pro

Benchmark • Updated May 2 • 12.1k • 224k • 546
MMMU/MMMU_Pro

Benchmark • Updated 7 days ago • 5.19k • 19.2k • 91

Mellum2.1 model weights

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

Text Generation • 12B • Updated 4 days ago • 803 • 99
JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF

Text Generation • 12B • Updated 4 days ago • 17.6k • 62

Collection of our second set of text embedding models

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

Feature Extraction • 8B • Updated 3 days ago • 499 • 31
perplexity-ai/pplx-embed-v2-late-0.6b

Feature Extraction • 0.6B • Updated 3 days ago • 1.04k • 52
perplexity-ai/pplx-embed-v2-context-9b-preview

Feature Extraction • 8B • Updated 3 days ago • 1.28k • 68

🔮Decision 3.0

Towards Open Multimodal Foundation Decision Models

about 20 hours ago

vllm-sr/d3

Zero-Shot Classification • 26B • Updated about 15 hours ago • 130 • 32
vllm-sr/d3-flash

Zero-Shot Classification • 8B • Updated about 15 hours ago • 69 • 13
vllm-sr/d3-mini

Zero-Shot Classification • 5B • Updated about 15 hours ago • 62 • 8
vllm-sr/d3-nano

Zero-Shot Classification • 2B • Updated about 15 hours ago • 82 • 8

Kandinsky 6.0 Diffusers

kandinskylab/Kandinsky-6.0-Pro-5s-Diffusers

Image-to-Video • 30B • Updated 4 days ago • 277 • 51
kandinskylab/Kandinsky-6.0-Pro-distill-5s-Diffusers

Image-to-Video • 30B • Updated 4 days ago • 406 • 28
kandinskylab/Kandinsky-6.0-Lite-5s-Diffusers

Image-to-Video • 3B • Updated 4 days ago • 255 • 30
kandinskylab/Kandinsky-6.0-Lite-distill-5s-Diffusers

Image-to-Video • 3B • Updated 4 days ago • 370 • 22

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.

about 16 hours ago

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

Updated Jul 27, 2025 • 257
DavidAU/TieFighter-Holodeck-Holomax-Mythomax-F1-V1-COMPOS-20B-gguf

Text Generation • 20B • Updated Jun 11 • 2.99k • 63
DavidAU/Psyonic-Cetacean-Ultra-Quality-20b-GGUF-imatrix

Text Generation • 20B • Updated Jul 28, 2025 • 5.68k • 29
DavidAU/Psyonic-Cetacean-Ultra-Quality-20b-GGUF

Text Generation • 20B • Updated Jul 28, 2025 • 2.62k • 27

EmbeddingGemma 2

google/embeddinggemma-2

Feature Extraction • 0.7B • Updated 5 days ago • 98.8k • 1.66k

Qwen/Qwen3.8-2.4T-A95B

Text Generation • 2.4T • Updated Aug 12 • 32.5k • • 1.3k
Qwen/Qwen3.8-2.4T-A95B-FP8

Text Generation • 2.4T • Updated Aug 12 • 8.11k • 248
Qwen/Qwen3.8-27B

Image-Text-to-Text • 28B • Updated Aug 14 • 6.84M • • 17.5k
Qwen/Qwen3.8-27B-FP8

Image-Text-to-Text • 28B • Updated Aug 14 • 4.46M • 898

🧙‍ Decision 2.0

Towards Open Foundation Decision Models

about 16 hours ago

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

Zero-Shot Classification • Updated about 22 hours ago • 2.64k • 70
vllm-sr/Decision-2.0-Lux-9B

Zero-Shot Classification • Updated about 22 hours ago • 941 • 41
vllm-sr/Decision-2.0-Nox-4B

Zero-Shot Classification • Updated about 22 hours ago • 1.47k • 31
vllm-sr/Decision-2.0-Sol-2B

Zero-Shot Classification • Updated about 22 hours ago • 995 • 17

🔮Decision 3.0

Towards Open Multimodal Foundation Decision Models

about 20 hours ago

vllm-sr/d3

Zero-Shot Classification • 26B • Updated about 15 hours ago • 130 • 32
vllm-sr/d3-flash

Zero-Shot Classification • 8B • Updated about 15 hours ago • 69 • 13
vllm-sr/d3-mini

Zero-Shot Classification • 5B • Updated about 15 hours ago • 62 • 8
vllm-sr/d3-nano

Zero-Shot Classification • 2B • Updated about 15 hours ago • 82 • 8

Towards Open Foundation Routing Models

vllm-sr/Vela-2.0-0.3B

Zero-Shot Classification • 0.3B • Updated 5 days ago • 1.43k • 35
vllm-sr/Vela-2.0-0.8B

Zero-Shot Classification • 0.8B • Updated 5 days ago • 308 • 20
vllm-sr/Vela-2.0-4B

Zero-Shot Classification • 4B • Updated 5 days ago • 194 • 13
vllm-sr/Vela-2.0-9B

Zero-Shot Classification • 8B • Updated 5 days ago • 176 • 38

Kandinsky 6.0 Diffusers

kandinskylab/Kandinsky-6.0-Pro-5s-Diffusers

Image-to-Video • 30B • Updated 4 days ago • 277 • 51
kandinskylab/Kandinsky-6.0-Pro-distill-5s-Diffusers

Image-to-Video • 30B • Updated 4 days ago • 406 • 28
kandinskylab/Kandinsky-6.0-Lite-5s-Diffusers

Image-to-Video • 3B • Updated 4 days ago • 255 • 30
kandinskylab/Kandinsky-6.0-Lite-distill-5s-Diffusers

Image-to-Video • 3B • Updated 4 days ago • 370 • 22

HF Ofiicial Benchs

LocalLLaMA/typed-decisions

Benchmark • Updated 1 day ago • 3.2k • 38.5k • 163
Idavidrein/gpqa

Benchmark • Updated 20 days ago • 1.25k • 109k • 580
TIGER-Lab/MMLU-Pro

Benchmark • Updated May 2 • 12.1k • 224k • 546
MMMU/MMMU_Pro

Benchmark • Updated 7 days ago • 5.19k • 19.2k • 91

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.

about 16 hours ago

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

Updated Jul 27, 2025 • 257
DavidAU/TieFighter-Holodeck-Holomax-Mythomax-F1-V1-COMPOS-20B-gguf

Text Generation • 20B • Updated Jun 11 • 2.99k • 63
DavidAU/Psyonic-Cetacean-Ultra-Quality-20b-GGUF-imatrix

Text Generation • 20B • Updated Jul 28, 2025 • 5.68k • 29
DavidAU/Psyonic-Cetacean-Ultra-Quality-20b-GGUF

Text Generation • 20B • Updated Jul 28, 2025 • 2.62k • 27

Mellum2.1 model weights

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

Text Generation • 12B • Updated 4 days ago • 803 • 99
JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF

Text Generation • 12B • Updated 4 days ago • 17.6k • 62

EmbeddingGemma 2

google/embeddinggemma-2

Feature Extraction • 0.7B • Updated 5 days ago • 98.8k • 1.66k

Collection of our second set of text embedding models

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

Feature Extraction • 8B • Updated 3 days ago • 499 • 31
perplexity-ai/pplx-embed-v2-late-0.6b

Feature Extraction • 0.6B • Updated 3 days ago • 1.04k • 52
perplexity-ai/pplx-embed-v2-context-9b-preview

Feature Extraction • 8B • Updated 3 days ago • 1.28k • 68

Qwen/Qwen3.8-2.4T-A95B

Text Generation • 2.4T • Updated Aug 12 • 32.5k • • 1.3k
Qwen/Qwen3.8-2.4T-A95B-FP8

Text Generation • 2.4T • Updated Aug 12 • 8.11k • 248
Qwen/Qwen3.8-27B

Image-Text-to-Text • 28B • Updated Aug 14 • 6.84M • • 17.5k
Qwen/Qwen3.8-27B-FP8

Image-Text-to-Text • 28B • Updated Aug 14 • 4.46M • 898

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