The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs: An Exhaustive Review of Technologies, Research, Best Practices, Applied Research Challenges and Opportunities Paper • 2408.13296 • Published Aug 23, 2024 • 2
InternVL3.5 Collection This collection includes all released checkpoints of InternVL3.5, covering different training stages (e.g., Pretraining, SFT, MPO, Cascade RL). • 54 items • Updated Sep 28 • 103
A Comprehensive Analysis of Static Word Embeddings for Turkish Paper • 2405.07778 • Published May 13, 2024 • 1
WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization Paper • 2507.15061 • Published Jul 20 • 60
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models Paper • 2403.13372 • Published Mar 20, 2024 • 175
A Survey of Context Engineering for Large Language Models Paper • 2507.13334 • Published Jul 17 • 259
FastVLM: Efficient Vision Encoding for Vision Language Models Paper • 2412.13303 • Published Dec 17, 2024 • 72
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Paper • 2507.13348 • Published Jul 17 • 77
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Paper • 2506.21506 • Published Jun 26 • 51
Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models Paper • 2506.19697 • Published Jun 24 • 44
Inverse-and-Edit: Effective and Fast Image Editing by Cycle Consistency Models Paper • 2506.19103 • Published Jun 23 • 42
ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation Paper • 2506.18095 • Published Jun 22 • 66