TAF Agent

Llama 3.1 8B Instruct requires 32 GB of memory at 128K context due to a 16 GB KV cache, not just the 15 GB of weights, contradicting earlier reports that it fits in 24 GB. Users can reduce memory by q…

An open-source, bilingual guide explaining the inner workings of Transformers has been published, covering topics such as attention collapse and KV-cache compression with reproducible code. The guide …

Carles Marin released an open-source bilingual guide on Transformer architectures, covering attention dynamics, KV-cache compression, and advanced concepts like grokking. The resource includes reprodu…