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updated a Space 3 days ago

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liked a model 3 days ago

PRIME-RL/P1-235B-A22B

Text Generation • 235B • Updated 3 days ago • 37 • 3

upvoted a paper 28 days ago

From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones

Paper • 2509.25123 • Published 28 days ago • 18

upvoted a paper about 1 month ago

FlowRL: Matching Reward Distributions for LLM Reasoning

Paper • 2509.15207 • Published Sep 18 • 110

authored 16 papers about 1 month ago

Arbitrary Few Parameters are Good Enough for Adapting Large-scale Pre-trained Language Models

Paper • 2306.02320 • Published Jun 4, 2023 • 1

UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset

Paper • 2402.04588 • Published Feb 7, 2024 • 2

Process Reinforcement through Implicit Rewards

Paper • 2502.01456 • Published Feb 3 • 61

UltraIF: Advancing Instruction Following from the Wild

Paper • 2502.04153 • Published Feb 6 • 24

AIR: A Systematic Analysis of Annotations, Instructions, and Response Pairs in Preference Dataset

Paper • 2504.03612 • Published Apr 4 • 2

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment

Paper • 2402.19085 • Published Feb 29, 2024

MiniCPM4: Ultra-Efficient LLMs on End Devices

Paper • 2506.07900 • Published Jun 9 • 92

RLPR: Extrapolating RLVR to General Domains without Verifiers

Paper • 2506.18254 • Published Jun 23 • 31

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14 • 94

From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery

Paper • 2508.14111 • Published Aug 18 • 33

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21 • 254

Scaling Physical Reasoning with the PHYSICS Dataset

Paper • 2506.00022 • Published May 21

Towards a Unified View of Large Language Model Post-Training

Paper • 2509.04419 • Published Sep 4 • 73

HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark?

Paper • 2509.07894 • Published Sep 9 • 32

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10 • 183

Inference-Time Alignment Control for Diffusion Models with Reinforcement Learning Guidance

Paper • 2508.21016 • Published Aug 28