🌘 在本地 RAG 應用中使用 Llamafiles 進行嵌入
➤ 選擇適合的模型和使用 Llamafiles 的指南
https://future.mozilla.org/news/llamafiles-for-embeddings-in-local-rag-applications/
這篇文章介紹了在本地硬體上使用 Llamafiles 進行可擴展的 RAG (retrieval-augmented generation)。文章列舉了一些在 RAG 相關任務中性能表現較好的嵌入模型,並解釋了選擇這些模型的原因。此外,文章還提供瞭如何在 RAG 應用中使用 Llamafiles 的指南。
+ 這篇文章提供了很好的指南,讓人瞭解如何在本地應用中使用 Llamafiles 進行嵌入。很有幫助!
+ 非常詳細的介紹了嵌入模型的選擇和使用 Llamafiles 的方法,對於開發 RAG 應用的人來說是一個很好的參考。
#嵌入模型 #本地應用 #Llamafiles
Using Llamafiles for Embeddings in Local RAG Applications

Mozilla Innovations

Proposing adding metadata override and a default naming scheme for generated files when converting #safetensors to #gguf.

Requesting feedback if what I got makes sense for everyone https://github.com/ggerganov/llama.cpp/issues/7165

This is most relevant for model creators
#LLMs #llama_cpp #llamafiles #AI

Add metadata override and also generate dynamic default filename when converting gguf · Issue #7165 · ggerganov/llama.cpp

This is a formalized ticket for this PR #4858 so people are aware and can contribute to figuring out if this idea makes sense... and if so then what needs to be done before this can be merged in fr...

GitHub

Been getting into LLMs and one thing I noticed being in Australia is internet speed still suck here compared to many other countries. Well in the meantime for the llamafile project, here is one useful linux bash script which may be useful for you who already downloaded a llamafile model a while ago, but want to take advantage of the new speedups that justine figured out for llamafile https://justine.lol/matmul/ .

https://briankhuu.com/blog/2024/04/06/inplace-upgrading-of-llamafiles-engine-bash-script/

#llamafiles #llamacpp #ai #ml

LLaMA Now Goes Faster on CPUs

I wrote 84 new matmul kernels to improve llamafile CPU performance.