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Collections trending this week

SimpleQA Main Result

Part of the Context-induced Instability dataset release.

SALT-NLP/simpleqa-verified-context-baseline-gpt55

Viewer • Updated 22 days ago • 10k • 38
SALT-NLP/simpleqa-verified-ctx-screen-gpt55

Viewer • Updated 22 days ago • 10k • 41
SALT-NLP/simpleqa-verified-context-baseline-gpt54

Viewer • Updated 22 days ago • 10k • 39
SALT-NLP/simpleqa-verified-ctx-screen-gpt54

Viewer • Updated 22 days ago • 10k • 45

Sampled target Dataset

Part of the Context-induced Instability dataset release.

SALT-NLP/mmlu-pro-tgt

Viewer • Updated 22 days ago • 500 • 46
SALT-NLP/simpleqa-verified-tgt

Viewer • Updated 22 days ago • 500 • 43
SALT-NLP/hle-tgt

Viewer • Updated 22 days ago • 500 • 53
SALT-NLP/gpqa_diamond-tgt

Viewer • Updated 22 days ago • 190 • 41

Context Dataset

Part of the Context-induced Instability dataset release.

SALT-NLP/pseudo-ctx-10k

Viewer • Updated 22 days ago • 10 • 40
SALT-NLP/random-doc-ctx-10k

Viewer • Updated 22 days ago • 10 • 37
SALT-NLP/random-token-ctx-10k

Viewer • Updated 22 days ago • 10 • 37
SALT-NLP/mmlu-pro-ctx-gpt54-sqa

Viewer • Updated 22 days ago • 15 • 39

Alis MLX — big models on Apple Silicon

Field guide to all Alis ports: frontier MoE quants, image DiTs and multimodal ports — MLX-native on Apple Silicon.

GLM-5.2 · Alis MLX Dynamic

Collection

One base model (GLM-5.2 744B MoE), four MLX quant builds from 512 GB-class to the 256 GB floor — plus the GLM-5.1 benchmark baseline. • 4 items • Updated 13 days ago
Kimi K2.7 Code · Alis MLX Dynamic

Collection

Same base model and 3.6 bpw quantization — text-only primary plus the vision add-on. • 2 items • Updated 22 days ago
Qwen3.5-35B-A3B · Alis builds

Collection

One base model, four packagings: MLX dynamic 2.6 bpw (text/VLM) and the Ultra GGUF variants. • 4 items • Updated 22 days ago
Krea 2 Turbo · Alis MLX

Collection

Pure-MLX port of the 12.9B image DiT — 8-bit reference and the smaller mixed 4/8 build. • 2 items • Updated 22 days ago

North open-source in June-July

North-ML1/Aurora-One-Mini

Text Generation • 0.1B • Updated 26 days ago • 1.14k • 1
North-ML1/Aurora-One-Main

Text Generation • 0.3B • Updated 28 days ago • 123
North-ML1/proto-mini

1.38M • Updated Jun 27 • 134

MMLU Pro Main Result

Part of the Context-induced Instability dataset release.

SALT-NLP/mmlu-pro-context-baseline-gpt55

Viewer • Updated 22 days ago • 10k • 45
SALT-NLP/mmlu-pro-ctx-screen-gpt55

Viewer • Updated 22 days ago • 10k • 41
SALT-NLP/mmlu-pro-context-baseline-gpt54-10k

Viewer • Updated 22 days ago • 10k • 46
SALT-NLP/mmlu-pro-ctx-screen-gpt54-10k

Viewer • Updated 22 days ago • 10k • 51

Part of the Context-induced Instability dataset release.

SALT-NLP/mmlu-pro

Viewer • Updated 22 days ago • 11.2k • 57
SALT-NLP/simpleqa-verified

Viewer • Updated 22 days ago • 994 • 51
SALT-NLP/hle

Viewer • Updated 22 days ago • 4.28k • 216
SALT-NLP/gpqa_diamond

Viewer • Updated 22 days ago • 190 • 49

Gemma-4 QAT Q4_0

google/gemma-4-31B-it-qat-q4_0-gguf

Image-Text-to-Text • 31B • Updated 19 days ago • 66.3k • 117
google/gemma-4-26B-A4B-it-qat-q4_0-gguf

Image-Text-to-Text • 25B • Updated 19 days ago • 95.5k • 129
google/gemma-4-12B-it-qat-q4_0-gguf

Any-to-Any • 12B • Updated 19 days ago • 289k • 256
google/gemma-4-E4B-it-qat-q4_0-gguf

Any-to-Any • 7B • Updated 19 days ago • 141k • 112

mradermacher/Huihui-Qwen3.5-9B-abliterated-GGUF

9B • Updated Mar 10 • 18.9k • 35

Compiling Agentic Workflows into LLM Weights: Near-Frontier Quality at Two Orders of Magnitude Less Cost

Paper • 2605.22502 • Published May 21 • 1
SPEAR: Code-Augmented Agentic Prompt Optimization

Paper • 2605.26275 • Published May 25
Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents

Paper • 2606.12674 • Published Jun 10 • 5
CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing

Paper • 2605.14084 • Published May 13

SimpleQA Main Result

Part of the Context-induced Instability dataset release.

SALT-NLP/simpleqa-verified-context-baseline-gpt55

Viewer • Updated 22 days ago • 10k • 38
SALT-NLP/simpleqa-verified-ctx-screen-gpt55

Viewer • Updated 22 days ago • 10k • 41
SALT-NLP/simpleqa-verified-context-baseline-gpt54

Viewer • Updated 22 days ago • 10k • 39
SALT-NLP/simpleqa-verified-ctx-screen-gpt54

Viewer • Updated 22 days ago • 10k • 45

MMLU Pro Main Result

Part of the Context-induced Instability dataset release.

SALT-NLP/mmlu-pro-context-baseline-gpt55

Viewer • Updated 22 days ago • 10k • 45
SALT-NLP/mmlu-pro-ctx-screen-gpt55

Viewer • Updated 22 days ago • 10k • 41
SALT-NLP/mmlu-pro-context-baseline-gpt54-10k

Viewer • Updated 22 days ago • 10k • 46
SALT-NLP/mmlu-pro-ctx-screen-gpt54-10k

Viewer • Updated 22 days ago • 10k • 51

Sampled target Dataset

Part of the Context-induced Instability dataset release.

SALT-NLP/mmlu-pro-tgt

Viewer • Updated 22 days ago • 500 • 46
SALT-NLP/simpleqa-verified-tgt

Viewer • Updated 22 days ago • 500 • 43
SALT-NLP/hle-tgt

Viewer • Updated 22 days ago • 500 • 53
SALT-NLP/gpqa_diamond-tgt

Viewer • Updated 22 days ago • 190 • 41

Part of the Context-induced Instability dataset release.

SALT-NLP/mmlu-pro

Viewer • Updated 22 days ago • 11.2k • 57
SALT-NLP/simpleqa-verified

Viewer • Updated 22 days ago • 994 • 51
SALT-NLP/hle

Viewer • Updated 22 days ago • 4.28k • 216
SALT-NLP/gpqa_diamond

Viewer • Updated 22 days ago • 190 • 49

Context Dataset

Part of the Context-induced Instability dataset release.

SALT-NLP/pseudo-ctx-10k

Viewer • Updated 22 days ago • 10 • 40
SALT-NLP/random-doc-ctx-10k

Viewer • Updated 22 days ago • 10 • 37
SALT-NLP/random-token-ctx-10k

Viewer • Updated 22 days ago • 10 • 37
SALT-NLP/mmlu-pro-ctx-gpt54-sqa

Viewer • Updated 22 days ago • 15 • 39

Gemma-4 QAT Q4_0

google/gemma-4-31B-it-qat-q4_0-gguf

Image-Text-to-Text • 31B • Updated 19 days ago • 66.3k • 117
google/gemma-4-26B-A4B-it-qat-q4_0-gguf

Image-Text-to-Text • 25B • Updated 19 days ago • 95.5k • 129
google/gemma-4-12B-it-qat-q4_0-gguf

Any-to-Any • 12B • Updated 19 days ago • 289k • 256
google/gemma-4-E4B-it-qat-q4_0-gguf

Any-to-Any • 7B • Updated 19 days ago • 141k • 112

Alis MLX — big models on Apple Silicon

Field guide to all Alis ports: frontier MoE quants, image DiTs and multimodal ports — MLX-native on Apple Silicon.

GLM-5.2 · Alis MLX Dynamic

Collection

One base model (GLM-5.2 744B MoE), four MLX quant builds from 512 GB-class to the 256 GB floor — plus the GLM-5.1 benchmark baseline. • 4 items • Updated 13 days ago
Kimi K2.7 Code · Alis MLX Dynamic

Collection

Same base model and 3.6 bpw quantization — text-only primary plus the vision add-on. • 2 items • Updated 22 days ago
Qwen3.5-35B-A3B · Alis builds

Collection

One base model, four packagings: MLX dynamic 2.6 bpw (text/VLM) and the Ultra GGUF variants. • 4 items • Updated 22 days ago
Krea 2 Turbo · Alis MLX

Collection

Pure-MLX port of the 12.9B image DiT — 8-bit reference and the smaller mixed 4/8 build. • 2 items • Updated 22 days ago

mradermacher/Huihui-Qwen3.5-9B-abliterated-GGUF

9B • Updated Mar 10 • 18.9k • 35

North open-source in June-July

North-ML1/Aurora-One-Mini

Text Generation • 0.1B • Updated 26 days ago • 1.14k • 1
North-ML1/Aurora-One-Main

Text Generation • 0.3B • Updated 28 days ago • 123
North-ML1/proto-mini

1.38M • Updated Jun 27 • 134

Compiling Agentic Workflows into LLM Weights: Near-Frontier Quality at Two Orders of Magnitude Less Cost

Paper • 2605.22502 • Published May 21 • 1
SPEAR: Code-Augmented Agentic Prompt Optimization

Paper • 2605.26275 • Published May 25
Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents

Paper • 2606.12674 • Published Jun 10 • 5
CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing

Paper • 2605.14084 • Published May 13

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