For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs Paper • 2508.10180 • Published Apr 25 • 19
Small Vision-Language Models are Smart Compressors for Long Video Understanding Paper • 2604.08120 • Published Apr 9 • 21
Spend Less, Reason Better: Budget-Aware Value Tree Search for LLM Agents Paper • 2603.12634 • Published Mar 13 • 16
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Running on Zero Agents Featured 174 Ovis U1 3B 🎨 174 Demo for multimodal understanding and generation
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Paper • 2505.02567 • Published May 5, 2025 • 82
Ovis2 Collection Our latest advancement in multi-modal large language models (MLLMs) • 15 items • Updated Mar 25, 2025 • 67