Attention dilution (also called context dilution) is one of the fundamental limitations of transformer-based LLMs when dealing with long contexts or...

Update: For a deeper systems-level treatment of LLM inference, especially the interaction between request scheduling, prefill, decode, and KV-cache...

ChatGPT Stats ChatGPT Growth ChatGPT Revenue

Hyperparameters are external settings chosen before training, such as the learning rate or regularization strength.