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updated a model 4 days ago

lllyx/Qwen3-1.7B-SFT

Text Generation • 2B • Updated 4 days ago • 282

updated a collection 4 days ago

Rethinking OPD

Collection

This collection includes the models used in the paper "Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recip • 2 items • Updated 4 days ago

authored 2 papers 6 days ago

DeepPrune: Parallel Scaling without Inter-trace Redundancy

Paper • 2510.08483 • Published Oct 9, 2025 • 24

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Paper • 2604.13016 • Published 8 days ago • 84

upvoted a paper 7 days ago

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Paper • 2604.13016 • Published 8 days ago • 84

upvoted a paper 11 days ago

Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards

Paper • 2601.06021 • Published Jan 9 • 48

upvoted a paper 15 days ago

Self-Distilled RLVR

Paper • 2604.03128 • Published 19 days ago • 163

published a model 30 days ago

lllyx/Qwen3-1.7B-SFT

Text Generation • 2B • Updated 4 days ago • 282

upvoted a paper 2 months ago

Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation

Paper • 2602.12125 • Published Feb 12 • 63

liked a model 2 months ago

openbmb/MiniCPM-SALA

Text Generation • 9B • Updated 19 days ago • 2.01k • 673

upvoted a collection 2 months ago

UltraData

Collection

Ultra Scale, Ultra Quality, Ultra Coverage • 10 items • Updated 4 days ago • 81

liked a model 3 months ago

openbmb/MiniCPM-o-4_5

Any-to-Any • 9B • Updated Mar 7 • 32.3k • 1.34k

upvoted 2 papers 3 months ago

Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text

Paper • 2601.22975 • Published Jan 30 • 111

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published Jan 13 • 158

upvoted an article 3 months ago

view article

Article

Re-understanding KL Approximation from an RL-for-LLM Lens: Notes on “Approximating KL Divergence”

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Aug 11, 2025

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10

upvoted a paper 3 months ago

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

Paper • 2601.05242 • Published Jan 8 • 230

upvoted a paper 4 months ago

Pre-training Distillation for Large Language Models: A Design Space Exploration

Paper • 2410.16215 • Published Oct 21, 2024 • 17

upvoted a paper 6 months ago

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10, 2025 • 193

upvoted a collection 6 months ago

DeepPrune

Collection

Parallel Scaling without Inter-trace Redundancy • 3 items • Updated Oct 10, 2025 • 2