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Discover the best community collections!

Collections including paper arxiv:2502.09056

Evaluation of OpenAI o1: Opportunities and Challenges of AGI

Paper • 2409.18486 • Published Sep 27, 2024
An Open Recipe: Adapting Language-Specific LLMs to a Reasoning Model in One Day via Model Merging

Paper • 2502.09056 • Published 9 days ago • 30
Competitive Programming with Large Reasoning Models

Paper • 2502.06807 • Published 18 days ago • 61

An Open Recipe: Adapting Language-Specific LLMs to a Reasoning Model in One Day via Model Merging

Paper • 2502.09056 • Published 9 days ago • 30
Typhoon T1: An Open Thai Reasoning Model

Paper • 2502.09042 • Published 9 days ago • 16

SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models

Paper • 2502.09604 • Published 8 days ago • 30
An Open Recipe: Adapting Language-Specific LLMs to a Reasoning Model in One Day via Model Merging

Paper • 2502.09056 • Published 9 days ago • 30

RL+reason model

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published 29 days ago • 24
Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published 26 days ago • 26
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published 24 days ago • 106
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 4

Reasoning, Thinking and RL

about 12 hours ago

Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published Dec 24, 2024 • 37
Token-Budget-Aware LLM Reasoning

Paper • 2412.18547 • Published Dec 24, 2024 • 46
Efficiently Serving LLM Reasoning Programs with Certaindex

Paper • 2412.20993 • Published Dec 30, 2024 • 36
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 46

about 17 hours ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 58
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 52
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 42
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 56

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