Recent developments in LLMs show a trend toward longer context windows, with the input token count of the latest models reaching the millions. Because these models achieve near-perfect scores on widely adopted benchmarks like Needle in a Haystack (NIAH) [1], it’s often assumed that their performance is uniform across long-context tasks.| research.trychroma.com
The Data Wars, The War of the GPU Rich/Poor, The Multimodality War, The RAG/Ops War. Also: our usual highest-signal recap of top items for the AI Engineer from Dec 2023!| www.latent.space