Git Product home page Git Product logo

llml-4-fin-prediction's Introduction

Fine-Tuning an LLM for Predictive Financial Analysis

Task

Develop and fine-tune an LLM to predict financial trends and assist in making investment decisions. The project involves collecting and preprocessing financial data, training the model, and validating its performance with real-world financial scenarios.

Create steps for this and also create three systems one simple fine tune, second use agents, third use rag.

Diary

I was making notes throughout the whole process of developing financial predictions with LLM: https://fedserfey.notion.site/Diary-6b2d2605863040aca71840616fd8c27b

Kaggle

Kaggle provides a nice space for using their computational power to train LLM models. I did all the work there and just downloaded the notebooks in this repo.

llml-4-fin-prediction's People

Contributors

askador avatar

Watchers

 avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.