Milton Montiel

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upvoted a paper about 5 hours ago

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search

Paper • 2607.24223 • Published 3 days ago • 86

upvoted a paper about 17 hours ago

Pass the Baton: Trajectory-Relayed On-Policy Distillation

Paper • 2607.26057 • Published 2 days ago • 26

upvoted an article about 17 hours ago

view article

Article

The Engineering Handbook for GRPO + LoRA with Verl: Training Qwen2.5 on Multi-GPU

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Weyaxi

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Jan 2

• 24

upvoted 3 papers 1 day ago

Rethinking Classifier-Free Guidance in On-Policy Diffusion Distillation

Paper • 2607.24731 • Published 3 days ago • 72

From Proprietary to Open-Source: Bridging the Distribution Gap via Multi-Agent Protocol Distillation in Agentic Search

Paper • 2607.24280 • Published 3 days ago • 80

Kimi K3: Open Frontier Intelligence

Paper • 2607.24653 • Published 3 days ago • 357

upvoted 3 papers 3 days ago

Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems

Paper • 2607.21503 • Published 7 days ago • 23

Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning

Paper • 2607.21653 • Published 8 days ago • 30

Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills

Paper • 2607.22529 • Published 6 days ago • 44

liked a Space 4 days ago

Running

Featured

81

QED-Nano: Teaching a Tiny Model to Prove Hard Theorems

📝

81

Who needs 1T parameters? Olympiad proofs with a 4B model

upvoted a collection 4 days ago

WTF GENIUS PAPERS

Collection

Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are abt improving tiny models. • 233 items • Updated about 7 hours ago • 54

upvoted 3 papers 4 days ago

Continuous Latent Diffusion Language Model

Paper • 2605.06548 • Published May 7 • 87

Visual Contrastive Self-Distillation

Paper • 2607.21556 • Published 7 days ago • 50

AREX: Towards a Recursively Self-Improving Agent for Deep Research

Paper • 2607.21461 • Published 7 days ago • 149

upvoted 2 papers 8 days ago

Group Entropy-Controlled Policy Optimization

Paper • 2607.16850 • Published 12 days ago • 29

SWE-Pruner Pro: The Coder LLM Already Knows What to Prune

Paper • 2607.18213 • Published 10 days ago • 78

liked a dataset 9 days ago

allenai/tulu-3-sft-mixture

Viewer • Updated Dec 2, 2024 • 939k • 32.3k • 255

upvoted 2 papers 9 days ago

Understanding Reasoning from Pretraining to Post-Training

Paper • 2607.16097 • Published 13 days ago • 28

DiffGI: Differentiable Geometry Images for High-Fidelity Thin-Shell 3D Generation

Paper • 2607.13365 • Published 15 days ago • 20

upvoted a paper 10 days ago

On-Policy Delta Distillation

Paper • 2607.15161 • Published 14 days ago • 38