Showing cs.CLShow all
2 papers · 1 filter
cs.CL2025
Confidence in Large Language Model Evaluation: A Bayesian Approach to Limited-Sample Challenges
Xiao Xiao, Yu Su, Sijing Zhang +3
Large language models (LLMs) exhibit probabilistic output characteristics, yet conventional evaluation frameworks rely on deterministic scalar metrics. This study introduces a Baye…
cs.CL2025
Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-based LLMs
Tao Ji, Bin Guo, Yuanbin Wu +6
Multi-head Latent Attention (MLA) is an innovative architecture proposed by DeepSeek, designed to ensure efficient and economical inference by significantly compressing the Key-Val…