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Collections including paper arxiv:2412.02980

december papers

RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response

Paper • 2412.14922 • Published 18 days ago • 84
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published 15 days ago • 44
OpenAI o1 System Card

Paper • 2412.16720 • Published 16 days ago • 29
Revisiting In-Context Learning with Long Context Language Models

Paper • 2412.16926 • Published 16 days ago • 27

Video Creation by Demonstration

Paper • 2412.09551 • Published 25 days ago • 8
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published 27 days ago • 46
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published 28 days ago • 71
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 38

Rethinking Data Selection at Scale: Random Selection is Almost All You Need

Paper • 2410.09335 • Published Oct 12, 2024 • 16
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning

Paper • 2410.06456 • Published Oct 9, 2024 • 36
Emergent properties with repeated examples

Paper • 2410.07041 • Published Oct 9, 2024 • 8
Personalized Visual Instruction Tuning

Paper • 2410.07113 • Published Oct 9, 2024 • 70

Instruction Mining: High-Quality Instruction Data Selection for Large Language Models

Paper • 2307.06290 • Published Jul 12, 2023 • 9
Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models

Paper • 2405.17915 • Published May 28, 2024 • 2
Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models

Paper • 2412.02980 • Published Dec 4, 2024 • 12

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 145
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 12
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 53
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 45

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