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Collections

Discover the best community collections!

Collections trending this week

Beslissing engine

Running on Zero

MCP

Featured

63

JEV-9B — typed decisions

⚖

63

Calibrated typed decisions + System 2 reasoning
Running on Zero

MCP

Featured

95

Kev

⚡

95

Typed questions in, calibrated probabilities out
Running

Featured

85

S1MB Leaderboard

📊

85

Compare System One models across 100+ specialized benchmarks
Running on Zero

Agents

Featured

16

PixelUMM

🎨

16

Encoder-free unified image/video understanding + generation

Fine Tuned Models

DavidAU/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-NEO-CODE-Di-IMatrix-MAX-GGUF

Image-Text-to-Text • 39B • Updated 1 day ago • 100k • 799
zai-org/GLM-OCR

Image-to-Text • 1B • Updated Sep 11 • 1.78M • 2.21k

Apple Silicon MLX — Ports & Experiments

Independent MLX ports and measured training experiments. Original models and task-specific variants, with results and limitations.

Nurymanau/pplx-embed-v2-late-0.6b-MLX-fp16

Feature Extraction • Updated Oct 9 • 52
Nurymanau/pplx-embed-v2-late-0.6b-BANKING-MLX

Feature Extraction • Updated Oct 9 • 40
Nurymanau/pplx-embed-v2-late-BANKING-Student6-MLX

Feature Extraction • Updated Oct 9 • 72
Nurymanau/pplx-embed-v2-late-0.6b-MLX

Feature Extraction • Updated Oct 9

Arena tasks and benchmarks

Procedural tasks and spatial benchmarks. A thematic grouping only.

ruv/metaharness-arena-tasks

Viewer • Updated Oct 8 • 768 • 609 • 1
Running

Agents

AetherArena — Spatial-Intelligence Benchmark

📡

Submit and rank RF‑sensing models on a transparent benchmark

WiFi sensing and pose

WiFi CSI sensing and pose models. Read the correction notes on each card.

ruv/ruview

Other • Updated Oct 9 • 70 • 37
ruvnet/wifi-densepose-pretrained

Other • 11.8k • Updated 28 days ago • 381 • 83
ruvnet/wifi-densepose-mmfi-pose

Keypoint Detection • Updated May 31 • 15

Running

Agents

36

FaceSwapAll

🏆

36

All-in-one face swapping: single photo, video, multi-source,

google/gemma-4-31B-it

Image-Text-to-Text • 31B • Updated Jul 20 • 6.96M • • 4.33k

black-forest-labs/FLUX.2-klein-base-9B

Image-to-Image • 9B • Updated Feb 24 • 71.3k • • 443

RuVector typesafe: intent example banks

Intent example banks (Banking77, CLINC150, HWU64).

ruvnet/ruvector-typesafe-banking77

Text Classification • Updated Sep 22 • 1
ruvnet/ruvector-typesafe-clinc150

Text Classification • Updated Sep 22 • 1
ruvnet/ruvector-typesafe-hwu64

Text Classification • Updated Sep 22

ruOS Foundry: unevaluated specialist exports

Specialist export variants (e32 and e64). Unevaluated; see each card.

ruvnet/ruos-foundry-cu-qwen3-30b-a3b-e64

Text Generation • 16B • Updated Sep 7 • 9
ruvnet/ruos-foundry-swarm-qwen3-30b-a3b-e64

Text Generation • 16B • Updated Sep 7 • 15
ruvnet/ruos-foundry-tools-qwen3-30b-a3b-e64

Text Generation • 16B • Updated Sep 7 • 8
ruvnet/ruos-foundry-cu-qwen3-30b-a3b-e32

Text Generation • 9B • Updated Sep 7 • 11

Beslissing engine

Running on Zero

MCP

Featured

63

JEV-9B — typed decisions

⚖

63

Calibrated typed decisions + System 2 reasoning
Running on Zero

MCP

Featured

95

Kev

⚡

95

Typed questions in, calibrated probabilities out
Running

Featured

85

S1MB Leaderboard

📊

85

Compare System One models across 100+ specialized benchmarks
Running on Zero

Agents

Featured

16

PixelUMM

🎨

16

Encoder-free unified image/video understanding + generation

Running

Agents

36

FaceSwapAll

🏆

36

All-in-one face swapping: single photo, video, multi-source,

Fine Tuned Models

DavidAU/Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-NEO-CODE-Di-IMatrix-MAX-GGUF

Image-Text-to-Text • 39B • Updated 1 day ago • 100k • 799
zai-org/GLM-OCR

Image-to-Text • 1B • Updated Sep 11 • 1.78M • 2.21k

google/gemma-4-31B-it

Image-Text-to-Text • 31B • Updated Jul 20 • 6.96M • • 4.33k

Apple Silicon MLX — Ports & Experiments

Independent MLX ports and measured training experiments. Original models and task-specific variants, with results and limitations.

Nurymanau/pplx-embed-v2-late-0.6b-MLX-fp16

Feature Extraction • Updated Oct 9 • 52
Nurymanau/pplx-embed-v2-late-0.6b-BANKING-MLX

Feature Extraction • Updated Oct 9 • 40
Nurymanau/pplx-embed-v2-late-BANKING-Student6-MLX

Feature Extraction • Updated Oct 9 • 72
Nurymanau/pplx-embed-v2-late-0.6b-MLX

Feature Extraction • Updated Oct 9

black-forest-labs/FLUX.2-klein-base-9B

Image-to-Image • 9B • Updated Feb 24 • 71.3k • • 443

Arena tasks and benchmarks

Procedural tasks and spatial benchmarks. A thematic grouping only.

ruv/metaharness-arena-tasks

Viewer • Updated Oct 8 • 768 • 609 • 1
Running

Agents

AetherArena — Spatial-Intelligence Benchmark

📡

Submit and rank RF‑sensing models on a transparent benchmark

RuVector typesafe: intent example banks

Intent example banks (Banking77, CLINC150, HWU64).

ruvnet/ruvector-typesafe-banking77

Text Classification • Updated Sep 22 • 1
ruvnet/ruvector-typesafe-clinc150

Text Classification • Updated Sep 22 • 1
ruvnet/ruvector-typesafe-hwu64

Text Classification • Updated Sep 22

WiFi sensing and pose

WiFi CSI sensing and pose models. Read the correction notes on each card.

ruv/ruview

Other • Updated Oct 9 • 70 • 37
ruvnet/wifi-densepose-pretrained

Other • 11.8k • Updated 28 days ago • 381 • 83
ruvnet/wifi-densepose-mmfi-pose

Keypoint Detection • Updated May 31 • 15

ruOS Foundry: unevaluated specialist exports

Specialist export variants (e32 and e64). Unevaluated; see each card.

ruvnet/ruos-foundry-cu-qwen3-30b-a3b-e64

Text Generation • 16B • Updated Sep 7 • 9
ruvnet/ruos-foundry-swarm-qwen3-30b-a3b-e64

Text Generation • 16B • Updated Sep 7 • 15
ruvnet/ruos-foundry-tools-qwen3-30b-a3b-e64

Text Generation • 16B • Updated Sep 7 • 8
ruvnet/ruos-foundry-cu-qwen3-30b-a3b-e32

Text Generation • 9B • Updated Sep 7 • 11

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