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upvoted a paper 4 days ago

Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model

Paper • 2510.18855 • Published 7 days ago • 60

upvoted a paper 14 days ago

Recent Advances in Speech Language Models: A Survey

Paper • 2410.03751 • Published Oct 1, 2024 • 1

upvoted 2 collections 2 months ago

Ovis2.5

Collection

Our next-generation MLLMs for native-resolution vision and advanced reasoning • 5 items • Updated Aug 19 • 55

SYNTHETIC-1

Collection

A collection of tasks & verifiers for reasoning datasets • 9 items • Updated 21 days ago • 63

upvoted a paper 4 months ago

Quartet: Native FP4 Training Can Be Optimal for Large Language Models

Paper • 2505.14669 • Published May 20 • 77

upvoted a collection 6 months ago

ChatVector

Collection

モデル間の重みの加減算のみで構築した日本語LLM • 4 items • Updated Nov 24, 2024 • 2

upvoted a paper 6 months ago

Phi-4-reasoning Technical Report

Paper • 2504.21318 • Published Apr 30 • 52

upvoted a collection 7 months ago

Shisa V2

Collection

A family of bilingual JA/EN LLMs • 32 items • Updated Jun 4 • 9

upvoted 2 papers 7 months ago

DeepSeek-R1 Thoughtology: Let's <think> about LLM Reasoning

Paper • 2504.07128 • Published Apr 2 • 86

OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens

Paper • 2504.07096 • Published Apr 9 • 76

upvoted a collection 7 months ago

Llama 4

Collection

Llama 4 release • 13 items • Updated Apr 29 • 648

upvoted 2 papers 8 months ago

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Paper • 2502.08235 • Published Feb 12 • 58

InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU

Paper • 2502.08910 • Published Feb 13 • 148

upvoted 7 papers 9 months ago

Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models

Paper • 2410.07985 • Published Oct 10, 2024 • 33

Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking

Paper • 2502.02339 • Published Feb 4 • 22

SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Paper • 2502.02737 • Published Feb 4 • 243

Demystifying Long Chain-of-Thought Reasoning in LLMs

Paper • 2502.03373 • Published Feb 5 • 58

LIMO: Less is More for Reasoning

Paper • 2502.03387 • Published Feb 5 • 62

SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models

Paper • 2412.11605 • Published Dec 16, 2024 • 18

WILDCHAT-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training

Paper • 2501.18511 • Published Jan 30 • 20