Coder Social home page Coder Social logo

love520222 / sfr-embedding-mistral-llamacpp-example Goto Github PK

View Code? Open in Web Editor NEW

This project forked from emanuelriquelme/sfr-embedding-mistral-llamacpp-example

0.0 0.0 0.0 4 KB

Small example of SFR-Embedding-Mistral running on an envoriment composed of Langchain and llamacpp

Jupyter Notebook 100.00%

sfr-embedding-mistral-llamacpp-example's Introduction

SFR-Embedding-Mistral LLamaCPP Example

Small demo of SFR-Embedding-Mistral currently the N1 embedding model in the HF leader board working on an environment composed of langchain and llamacpp, using the huggingface pipeline because sentence-transformers gives too much problems and it is quite inefficient RAM-wise which can make the program all more unstable for system of 32gb of ram and under.

How to use the notebook

  • Follow the instructions of the notebook

Hardware used:

  • CPU: i5 11400f
  • GPU: NVIDIA RTX 3070 TI
  • RAM: 32GB
  • OS: Ubuntu 22.04.4 LTS
  • Python version: Python 3.10.13

sfr-embedding-mistral-llamacpp-example's People

Contributors

emanuelriquelme avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.