…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Vision-language models (VLMs) project images into hundreds to thousands of visual tokens , making decoder inference expensive in both attention computation and KV-cache…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct LLMs are increasingly used to brainstorm research ideas, but existing evaluations mostly judge individual ideas by novelty, feasibility, or expert preference. We instead ask…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Prior work has shown that instruction-tuned large language models (LLMs) are less well calibrated than their base pre-trained counterparts. However, little is…
…Residual Quantization Bridges Knowledge Graph Embeddings and Large Language Models (2025) Please give a thumbs up to this comment if you found it helpful! If you want recommendations for any Paper on…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Offline reinforcement learning is typically analyzed under process-level reward supervision , yet many sequential decision datasets record only trajectory-level outcomes . We develop a…
…🧠 Agentic streaming inference. An agentic inference framework that supports thousand-second-scale generation while mitigating drift through agentic cache management, chunk commitment, long-context rollout, and prompt planning. 📊 SocialVideo-Bench. A…
…reach, or related quantities on more realistic datasets. Then these general methods would have a chance of providing useful information on real datasets. Get this paper in your agent: hf papers read…
…The former quantifies how thoroughly a caption covers ground-truth factual content, while the latter reflects the factual correctness rate of all claims expressed in the caption. We select 10 captioners and…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Few-step diffusion distillation has become increasingly mature for 4-8-step generation, yet pushing further to 2 steps remains challenging. In this work…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Large Language Model (LLM) safety has often been evaluated at the behavior level, which provides limited evidence of internal robustness, as these evaluations target…