Coder Social home page Coder Social logo

jarvisgpt's Introduction

JarvisGPT

Description

Jarvis GPT uses Gemma as a base model to try and improve reasoning in math and coding through algorithmic design.

Getting Started

None

Milestones

Architectures

  • Gemma
  • Griffin
  • Mamba

Benchmarks

  • HellaSwag
  • PIQA
  • SIQA
  • Boolq
  • Windogrande
  • CQA
  • OBQA
  • ARC-e
  • ARC-c
  • TriviaQA
  • NQ
  • HumanEval
  • MBPP
  • GSM8K
  • MATH
  • AGIEval
  • BBH

Potential Improvements

  • Rotary Positional Embedding
  • GLU Feed Forward Network
  • Soft Mixture-of-Experts
  • Top K Mixture-of-Experts
  • Mixture-of-Depths for Inference
  • Chain-of-Thought Fine Tuning
  • Tree-of-Thought Fine Tuning
  • Graph-of-Thought Fine Tuning
  • Retrieval Augmented Generation
  • Speculative Decoding
  • LoRA / QLoRA
  • Direct Preference Optimization
  • Self Improving LLM Math with MCTS
  • Megatron Scaling Laws
  • Model Sharding / Data Sharding
  • Recurrent Transformer Variants
  • Gecko Text Embedding Fine Tuning
  • Multimodal (Text, Image, Video, Audio)

and many more...

jarvisgpt's People

Contributors

yh04 avatar yhl04 avatar

Stargazers

avatar

Watchers

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.