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ATOD: Annealed Turn-aware On-policy Distillation for Multi-turn Autonomous Agents

Paper • 2606.27814 • Published Jun 26

ICML 2026 Reproduction - HMyCBL2yMV

Trackio logbook, deterministic CPU evidence bundle, and Posterly poster for arXiv 2606.04520.

Running

Repro - Beyond First-order Asymptotics in Sequential Mean Testing

🎯

Collaborate on a research logbook with an AI coding agent
MarxistLeninist/HMyCBL2yMV-artifacts

10.9 kB

Gemma-4-26B KIID ORPO

gemma-4-26B-A4B ORPO preference-aligned variants on kiid_finance (production identity + init/precision/DDP ablation arms).

R2Eval ICML 2026 Reproduction

Reproduction of Routing and Reasoned Evaluation with LLMs (OpenReview d0dDhLR19Y).

kpshinnik/repro-r2eval-routing-eval-bundle

Viewer • Updated 29 days ago • 112 • 135 • 1
lmsys/mt_bench_human_judgments

Viewer • Updated Jul 20, 2023 • 5.76k • 2.19k • 147

swpdd/deepseek

Text-to-Image • Updated Mar 31, 2025

unsloth/GLM-4.7-Flash-REAP-23B-A3B-GGUF

Text Generation • 23B • Updated Jan 28 • 28.6k • 269
unsloth/gemma-4-26B-A4B-it-GGUF

Image-Text-to-Text • 25B • Updated Jul 17 • 1.27M • 1.06k
tvall43/Qwen3.6-14B-A3B-FableVibes-GGUF

Text Generation • 14B • Updated Jun 15 • 192k • 172
Qwen/Qwen3-30B-A3B-Instruct-2507

Text Generation • 31B • Updated Sep 17, 2025 • 1.85M • • 827

baidu/Unlimited-OCR

Image-Text-to-Text • 3B • Updated 21 days ago • 3.18M • 4.08k

SulphurAI/Sulphur-2-base

Text-to-Video • 9B • Updated 13 days ago • 338k • 2k

microsoft/TRELLIS-image-large

Image-to-3D • Updated Dec 6, 2024 • 1.8M • 671
tencent/Hunyuan3D-2

Image-to-3D • Updated Oct 17, 2025 • 130k • 1.8k
TencentARC/Pixal3D

Image-to-3D • Updated May 24 • 318
microsoft/TRELLIS-text-xlarge

Text-to-3D • Updated Mar 24, 2025 • 8.15k • 69

Driving Infrastructure Growth with Strategic Advisory

Expert infrastructure advisory, investment banking, PPP consulting, financial solutions, and asset monetization services.

ATOD: Annealed Turn-aware On-policy Distillation for Multi-turn Autonomous Agents

Paper • 2606.27814 • Published Jun 26

unsloth/GLM-4.7-Flash-REAP-23B-A3B-GGUF

Text Generation • 23B • Updated Jan 28 • 28.6k • 269
unsloth/gemma-4-26B-A4B-it-GGUF

Image-Text-to-Text • 25B • Updated Jul 17 • 1.27M • 1.06k
tvall43/Qwen3.6-14B-A3B-FableVibes-GGUF

Text Generation • 14B • Updated Jun 15 • 192k • 172
Qwen/Qwen3-30B-A3B-Instruct-2507

Text Generation • 31B • Updated Sep 17, 2025 • 1.85M • • 827

ICML 2026 Reproduction - HMyCBL2yMV

Trackio logbook, deterministic CPU evidence bundle, and Posterly poster for arXiv 2606.04520.

Running

Repro - Beyond First-order Asymptotics in Sequential Mean Testing

🎯

Collaborate on a research logbook with an AI coding agent
MarxistLeninist/HMyCBL2yMV-artifacts

10.9 kB

baidu/Unlimited-OCR

Image-Text-to-Text • 3B • Updated 21 days ago • 3.18M • 4.08k

Gemma-4-26B KIID ORPO

gemma-4-26B-A4B ORPO preference-aligned variants on kiid_finance (production identity + init/precision/DDP ablation arms).

SulphurAI/Sulphur-2-base

Text-to-Video • 9B • Updated 13 days ago • 338k • 2k

R2Eval ICML 2026 Reproduction

Reproduction of Routing and Reasoned Evaluation with LLMs (OpenReview d0dDhLR19Y).

kpshinnik/repro-r2eval-routing-eval-bundle

Viewer • Updated 29 days ago • 112 • 135 • 1
lmsys/mt_bench_human_judgments

Viewer • Updated Jul 20, 2023 • 5.76k • 2.19k • 147

microsoft/TRELLIS-image-large

Image-to-3D • Updated Dec 6, 2024 • 1.8M • 671
tencent/Hunyuan3D-2

Image-to-3D • Updated Oct 17, 2025 • 130k • 1.8k
TencentARC/Pixal3D

Image-to-3D • Updated May 24 • 318
microsoft/TRELLIS-text-xlarge

Text-to-3D • Updated Mar 24, 2025 • 8.15k • 69

swpdd/deepseek

Text-to-Image • Updated Mar 31, 2025

Driving Infrastructure Growth with Strategic Advisory

Expert infrastructure advisory, investment banking, PPP consulting, financial solutions, and asset monetization services.

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