SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs Paper • 2608.03573 • Published 5 days ago • 29
Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning Paper • 2608.03571 • Published 5 days ago • 28
Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do Paper • 2606.22565 • Published Jun 21 • 9
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application Paper • 2606.12191 • Published Jun 10 • 71
XSkill: Continual Learning from Experience and Skills in Multimodal Agents Paper • 2603.12056 • Published Jul 1 • 34
UloRL:An Ultra-Long Output Reinforcement Learning Approach for Advancing Large Language Models' Reasoning Abilities Paper • 2507.19766 • Published Jul 26, 2025 • 15
Foundation Text-Generation Models Below 360M Parameters Collection Great candidates for fine-tuning targeting Wllama and Transformers.js for mobile devices, ordered by number of parameters. • 99 items • Updated 4 days ago • 47