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Collections trending this week

2026 MATS: rational agents

The 2026 MATS rational-agents programme and its sibling MATS-II experiments: curated 2026.RA.* repos plus the raw run archives (Oct 2026).

siddharthmb/2026.RA.P4-Pilot-DPO-Qwen3-8B-v1b

Text Generation • Updated 28 days ago
siddharthmb/2026.RA.Fairness-GRPO-Raw

Updated 28 days ago • 300
siddharthmb/2026.RA.P4-Pilot-SFT-Qwen3-8B-v1b

Text Generation • Updated 28 days ago
siddharthmb/2026.RA.Public-GRPO-Raw

Updated 28 days ago • 73

Next generation finecat NLI cross encoders

dleemiller/finecat-nli-v2-xl

Zero-Shot Classification • 1B • Updated 6 days ago • 353 • 1
dleemiller/finecat-nli-v2-l

Zero-Shot Classification • 0.4B • Updated 6 days ago • 411
dleemiller/finecat-nli-v2-m

Zero-Shot Classification • 0.1B • Updated 6 days ago • 201
dleemiller/finecat-nli-v2-s

Zero-Shot Classification • 68.4M • Updated 6 days ago • 139

SparseDecoding: Decoding-Aware Pruning for Accurate and Efficient LLM Inference

Paper • 2610.12327 • Published Oct 8 • 28
REMORY: Learning Residual Memory for Context Compaction

Paper • 2610.11287 • Published Oct 8 • 48

System One models

Fast, calibrated decision models for AI agents: typed answers with a probability for every option, in one forward pass.

grounded-ai/agent-decision-9b

Updated 25 days ago • 65 • 1
grounded-ai/agent-decision-3b

Updated 27 days ago • 103
grounded-ai/agent-decision-eval

Viewer • Updated 25 days ago • 4.43k • 217 • 1

Coding-source AXQ packs including Tiel, Cyber, Swift, Flash Next and Qwen3-Coder-Next. Check per-model runtime and MTP evidence.

AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP4-MTP

Text Generation • 35B • Updated 9 days ago • 493 • 1
AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP8-MTP

Text Generation • 35B • Updated 9 days ago • 211
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP

Text Generation • 27B • Updated 9 days ago • 620 • 1
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-MXFP8-MTP

Text Generation • 27B • Updated 9 days ago • 362

mradermacher/Qwen3.5-21B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-GGUF

21B • Updated 17 days ago • 1.76k • 2

interedted papers

U-Space: Uncovering When and Why Uncertainty Arises in Language Models

Paper • 2610.09087 • Published Oct 6 • 43

Context management

The Complexity Trap: Simple Observation Masking Is as Efficient as LLM Summarization for Agent Context Management

Paper • 2508.21433 • Published Aug 29, 2025 • 10

DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUF

Image-Text-to-Text • 9B • Updated about 9 hours ago • 2.08M • 1.49k
huihui-ai/Huihui-Qwen3.8-27B-abliterated-GGUF

Image-Text-to-Text • 27B • Updated about 1 month ago • 3.9M • 1.86k

2026 MATS: rational agents

The 2026 MATS rational-agents programme and its sibling MATS-II experiments: curated 2026.RA.* repos plus the raw run archives (Oct 2026).

siddharthmb/2026.RA.P4-Pilot-DPO-Qwen3-8B-v1b

Text Generation • Updated 28 days ago
siddharthmb/2026.RA.Fairness-GRPO-Raw

Updated 28 days ago • 300
siddharthmb/2026.RA.P4-Pilot-SFT-Qwen3-8B-v1b

Text Generation • Updated 28 days ago
siddharthmb/2026.RA.Public-GRPO-Raw

Updated 28 days ago • 73

mradermacher/Qwen3.5-21B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-GGUF

21B • Updated 17 days ago • 1.76k • 2

Next generation finecat NLI cross encoders

dleemiller/finecat-nli-v2-xl

Zero-Shot Classification • 1B • Updated 6 days ago • 353 • 1
dleemiller/finecat-nli-v2-l

Zero-Shot Classification • 0.4B • Updated 6 days ago • 411
dleemiller/finecat-nli-v2-m

Zero-Shot Classification • 0.1B • Updated 6 days ago • 201
dleemiller/finecat-nli-v2-s

Zero-Shot Classification • 68.4M • Updated 6 days ago • 139

interedted papers

U-Space: Uncovering When and Why Uncertainty Arises in Language Models

Paper • 2610.09087 • Published Oct 6 • 43

SparseDecoding: Decoding-Aware Pruning for Accurate and Efficient LLM Inference

Paper • 2610.12327 • Published Oct 8 • 28
REMORY: Learning Residual Memory for Context Compaction

Paper • 2610.11287 • Published Oct 8 • 48

Context management

The Complexity Trap: Simple Observation Masking Is as Efficient as LLM Summarization for Agent Context Management

Paper • 2508.21433 • Published Aug 29, 2025 • 10

System One models

Fast, calibrated decision models for AI agents: typed answers with a probability for every option, in one forward pass.

grounded-ai/agent-decision-9b

Updated 25 days ago • 65 • 1
grounded-ai/agent-decision-3b

Updated 27 days ago • 103
grounded-ai/agent-decision-eval

Viewer • Updated 25 days ago • 4.43k • 217 • 1

Coding-source AXQ packs including Tiel, Cyber, Swift, Flash Next and Qwen3-Coder-Next. Check per-model runtime and MTP evidence.

AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP4-MTP

Text Generation • 35B • Updated 9 days ago • 493 • 1
AutomatosX/AX-Tiel-Coder-35B-A3B-MLX-AXQ-MXFP8-MTP

Text Generation • 35B • Updated 9 days ago • 211
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-MXFP4-MTP

Text Generation • 27B • Updated 9 days ago • 620 • 1
AutomatosX/AX-Swift-1.5-Qwen3.8-27B-MLX-AXQ-MXFP8-MTP

Text Generation • 27B • Updated 9 days ago • 362

DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUF

Image-Text-to-Text • 9B • Updated about 9 hours ago • 2.08M • 1.49k
huihui-ai/Huihui-Qwen3.8-27B-abliterated-GGUF

Image-Text-to-Text • 27B • Updated about 1 month ago • 3.9M • 1.86k

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