Code Monkey home page Code Monkey logo

neural-caching's Introduction

Cache for LLM calls

Setting up environment

conda create -n cache python=3.8
conda activate cache
conda install pip
pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu116
pip install -r requirements.txt

Usage

Export the arguments you want to change with respect to default values, following scripts/run.sh. For instance,

export TASK_NAME=isear
export BUDGET=1500

We use Neptune for logging. We recommend setting file scripts/cluster.sh with the following arguments:

export DATA_PATH=<YOUR_DATA_PATH>
export PROJECT_NAME_NEPTUNE=<YOUR_NEPTUNE_PROJECT_NAME>
export API_TOKEN_NEPTUNE=<YOUR_NEPTUNE_API_TOKEN>

Then, run the code:

bash scripts/run.sh

neural-caching's People

Contributors

guillemram97 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.