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upvoted a paper 9 days ago

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

Paper • 2505.14669 • Published May 20 • 74

upvoted a collection about 2 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 about 2 months ago

Phi-4-reasoning Technical Report

Paper • 2504.21318 • Published Apr 30 • 50

upvoted a collection 2 months ago

Shisa V2

Collection

A family of bilingual JA/EN LLMs • 32 items • Updated 22 days ago • 8

upvoted a paper 2 months ago

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

Paper • 2504.07128 • Published Apr 2 • 85

upvoted a paper 3 months ago

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

Paper • 2504.07096 • Published Apr 9 • 74

upvoted a collection 3 months ago

Llama 4

Collection

Llama 4 release • 13 items • Updated Apr 29 • 549

upvoted 2 papers 4 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 • 149

upvoted 8 papers 5 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 • 235

Demystifying Long Chain-of-Thought Reasoning in LLMs

Paper • 2502.03373 • Published Feb 5 • 59

LIMO: Less is More for Reasoning

Paper • 2502.03387 • Published Feb 5 • 61

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

Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch

Paper • 2501.18512 • Published Jan 30 • 30

upvoted 3 papers 6 months ago

Compressed Chain of Thought: Efficient Reasoning Through Dense Representations

Paper • 2412.13171 • Published Dec 17, 2024 • 36

OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain

Paper • 2412.13018 • Published Dec 17, 2024 • 42

Multi-Dimensional Insights: Benchmarking Real-World Personalization in Large Multimodal Models

Paper • 2412.12606 • Published Dec 17, 2024 • 42