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Collections including paper arxiv:2502.09056

RL+reason model

about 18 hours ago

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published Jan 24 • 28
Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27 • 30
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28 • 122
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 5

Typhoon R1 - ICLR 2025 SCI-FM Artifacts

Artifacts from our paper, Adapting Language-Specific LLMs to a Reasoning Mode https://arxiv.org/abs/2502.09056, accepted at ICLR 2025 SCI-FM workshop.

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

Paper • 2502.09056 • Published Feb 13 • 32
scb10x/llama3.1-typhoon2-deepseek-r1-70b-preview

Text Generation • Updated Mar 31 • 67 • 12
scb10x/typhoon-r1-sft-data

Viewer • Updated Feb 19 • 23.9k • 31

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 Feb 13 • 32
Competitive Programming with Large Reasoning Models

Paper • 2502.06807 • Published Feb 3 • 70

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

Paper • 2502.09056 • Published Feb 13 • 32
Typhoon T1: An Open Thai Reasoning Model

Paper • 2502.09042 • Published Feb 13 • 16

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

Paper • 2502.09604 • Published Feb 13 • 36
An Open Recipe: Adapting Language-Specific LLMs to a Reasoning Model in One Day via Model Merging

Paper • 2502.09056 • Published Feb 13 • 32

Reasoning, Thinking, RL and Test-Time Scaling

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

Paper • 2412.18319 • Published Dec 24, 2024 • 40
Token-Budget-Aware LLM Reasoning

Paper • 2412.18547 • Published Dec 24, 2024 • 47
Efficiently Serving LLM Reasoning Programs with Certaindex

Paper • 2412.20993 • Published Dec 30, 2024 • 38
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 48

about 3 hours ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 59
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 53
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 43
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 61

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