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Collections

Discover the best community collections!

Collections trending this week

WithinUsAI/Meta_Muse_Spark_Distilled_5k

Viewer • Updated May 25 • 5k • 39 • 5
WithinUsAI/Llama_4_Maverick_Distilled_5k

Viewer • Updated May 25 • 5k • 19 • 3

Caller-side phone ASR (Parakeet)

Parakeet 110M and 0.6B fine-tuned for the caller side of 8 kHz phone calls, plus the full report.

Running

Caller ASR Report

📞

Fine-tuning Parakeet ASR on caller-side phone audio
ozonetg/parakeet-110m-caller-asr

Automatic Speech Recognition • Updated 2 days ago • 6
ozonetg/parakeet-0.6b-caller-asr

Automatic Speech Recognition • Updated 2 days ago • 5
ozonetg/parakeet-110m-caller-asr-extra-audio

Automatic Speech Recognition • Updated 2 days ago • 7

Arena tasks and benchmarks

Procedural tasks and spatial benchmarks. A thematic grouping only.

ruv/metaharness-arena-tasks

Viewer • Updated 3 days ago • 768 • 49
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 2 days ago • 91 • 35
ruvnet/wifi-densepose-pretrained

Other • Updated Sep 9 • 415 • 77
ruvnet/wifi-densepose-mmfi-pose

Keypoint Detection • Updated May 31 • 12

RuvLTRA: code and agent routing

Small models for code and agent routing.

ruv/ruvltra-claude-code

Text Generation • 0.5B • Updated Mar 28 • 862 • 188
ruv/ruvltra

Text Generation • 0.5B • Updated Mar 28 • 530 • 23
ruv/ruvltra-small

Text Generation • 0.5B • Updated Mar 28 • 125 • 2
ruv/ruvltra-medium

Text Generation • 1B • Updated Mar 28 • 36 • 4

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 2 days ago • 25
Nurymanau/pplx-embed-v2-late-0.6b-BANKING-MLX

Feature Extraction • Updated 2 days ago • 32
Nurymanau/pplx-embed-v2-late-BANKING-Student6-MLX

Feature Extraction • Updated 2 days ago • 69
Nurymanau/pplx-embed-v2-late-0.6b-MLX

Feature Extraction • Updated 2 days ago

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

Image-to-Image • 9B • Updated Feb 24 • 95.9k • • 375

RuVector typesafe: intent example banks

Intent example banks (Banking77, CLINC150, HWU64).

ruvnet/ruvector-typesafe-banking77

Text Classification • Updated 19 days ago • 1
ruvnet/ruvector-typesafe-clinc150

Text Classification • Updated 19 days ago • 1
ruvnet/ruvector-typesafe-hwu64

Text Classification • Updated 19 days ago

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 • 42
ruvnet/ruos-foundry-swarm-qwen3-30b-a3b-e64

Text Generation • 16B • Updated Sep 7 • 35
ruvnet/ruos-foundry-tools-qwen3-30b-a3b-e64

Text Generation • 16B • Updated Sep 7 • 34
ruvnet/ruos-foundry-cu-qwen3-30b-a3b-e32

Text Generation • 9B • Updated Sep 7 • 47

stupidlime/Mochi-1.5

Text Generation • 0.5B • Updated 5 days ago • 41 • 1
stupidlime/Mochi-1.5-Kiri

Text Generation • 0.5B • Updated 2 days ago • 26
stupidlime/Mochi-1.5-Yuki

Text Generation • 0.5B • Updated 2 days ago • 30

WithinUsAI/Meta_Muse_Spark_Distilled_5k

Viewer • Updated May 25 • 5k • 39 • 5
WithinUsAI/Llama_4_Maverick_Distilled_5k

Viewer • Updated May 25 • 5k • 19 • 3

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 2 days ago • 25
Nurymanau/pplx-embed-v2-late-0.6b-BANKING-MLX

Feature Extraction • Updated 2 days ago • 32
Nurymanau/pplx-embed-v2-late-BANKING-Student6-MLX

Feature Extraction • Updated 2 days ago • 69
Nurymanau/pplx-embed-v2-late-0.6b-MLX

Feature Extraction • Updated 2 days ago

Caller-side phone ASR (Parakeet)

Parakeet 110M and 0.6B fine-tuned for the caller side of 8 kHz phone calls, plus the full report.

Running

Caller ASR Report

📞

Fine-tuning Parakeet ASR on caller-side phone audio
ozonetg/parakeet-110m-caller-asr

Automatic Speech Recognition • Updated 2 days ago • 6
ozonetg/parakeet-0.6b-caller-asr

Automatic Speech Recognition • Updated 2 days ago • 5
ozonetg/parakeet-110m-caller-asr-extra-audio

Automatic Speech Recognition • Updated 2 days ago • 7

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

Image-to-Image • 9B • Updated Feb 24 • 95.9k • • 375

Arena tasks and benchmarks

Procedural tasks and spatial benchmarks. A thematic grouping only.

ruv/metaharness-arena-tasks

Viewer • Updated 3 days ago • 768 • 49
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 19 days ago • 1
ruvnet/ruvector-typesafe-clinc150

Text Classification • Updated 19 days ago • 1
ruvnet/ruvector-typesafe-hwu64

Text Classification • Updated 19 days ago

WiFi sensing and pose

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

ruv/ruview

Other • Updated 2 days ago • 91 • 35
ruvnet/wifi-densepose-pretrained

Other • Updated Sep 9 • 415 • 77
ruvnet/wifi-densepose-mmfi-pose

Keypoint Detection • Updated May 31 • 12

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 • 42
ruvnet/ruos-foundry-swarm-qwen3-30b-a3b-e64

Text Generation • 16B • Updated Sep 7 • 35
ruvnet/ruos-foundry-tools-qwen3-30b-a3b-e64

Text Generation • 16B • Updated Sep 7 • 34
ruvnet/ruos-foundry-cu-qwen3-30b-a3b-e32

Text Generation • 9B • Updated Sep 7 • 47

RuvLTRA: code and agent routing

Small models for code and agent routing.

ruv/ruvltra-claude-code

Text Generation • 0.5B • Updated Mar 28 • 862 • 188
ruv/ruvltra

Text Generation • 0.5B • Updated Mar 28 • 530 • 23
ruv/ruvltra-small

Text Generation • 0.5B • Updated Mar 28 • 125 • 2
ruv/ruvltra-medium

Text Generation • 1B • Updated Mar 28 • 36 • 4

stupidlime/Mochi-1.5

Text Generation • 0.5B • Updated 5 days ago • 41 • 1
stupidlime/Mochi-1.5-Kiri

Text Generation • 0.5B • Updated 2 days ago • 26
stupidlime/Mochi-1.5-Yuki

Text Generation • 0.5B • Updated 2 days ago • 30

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