Code Monkey home page Code Monkey logo

ksm26 / efficiently-serving-llms Goto Github PK

View Code? Open in Web Editor NEW
8.0 8.0 3.0 2.39 MB

Learn the ins and outs of efficiently serving Large Language Models (LLMs). Dive into optimization techniques, including KV caching and Low Rank Adapters (LoRA), and gain hands-on experience with Predibase’s LoRAX framework inference server.

Home Page: https://www.deeplearning.ai/short-courses/efficiently-serving-llms/

Jupyter Notebook 100.00%
batch-processing deep-learning-techniques inference-optimization large-scale-deployment machine-learning-operations model-acceleration model-inference-service model-serving optimization-techniques performance-enhancement scalability-strategies server-optimization serving-infrastructure text-generation

efficiently-serving-llms's Introduction

Profile : text Google Scholar ResearchGate HackerRank

Khushdeep's GitHub stats

Top Langs

Skills:

Programming : Python C++ C Java LaTeX

Deep Learning: PyTorch

Large Language Models: ChatGPT LangChain Prompt Engineering

ML Deployment: ONNX TensorRT

IDEs: VS Code PyCharm

CI/CD Development: Git GitHub GitLab

Software Frameworks: ROS Gazebo Docker

Operating Systems: Linux Ubuntu

efficiently-serving-llms's People

Contributors

ksm26 avatar

Stargazers

 avatar  avatar  avatar

Watchers

 avatar

Forkers

alepetre mrkyaw

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.