GitHub - dstackai/dstack: dstack is an open-source toolkit for running GPU workloads on any cloud. It works seamlessly with any cloud GPU providers. Discord: https://discord.gg/u8SmfwPpMd

End to end ML Project

Project setup:

1. Open this in VSCode


2. Install Dev Containers


3. Do Cmd + Shift + P -> Dev Containers: Rebuild Container Without Cache


4. Activate the conda virtual environment: source activate endtoend


5. Inside Dev Container, run mlflow and prefect local servers: nohup bash ./start_backend.sh

Model training:

Run: python main.py

Model... See more

GPT4All: An ecosystem of open-source on-edge large language models.

Important

GPT4All v2.5.0 and newer only supports models in GGUF format (.gguf). Models used with a previous version of GPT4All (.bin extension) will no longer work.

GPT4All is an ecosystem to run powerful and customized large language models that work locally on consumer grade CPUs a... See more

Mem0: The Memory Layer for Personalized AI

Mem0 provides a smart, self-improving memory layer for Large Language Models, enabling personalized AI experiences across applications.

Note: The Mem0 repository now also includes the Embedchain project. We continue to maintain and support Embedchain ❤️. You can find the Embedchain codebase in the embedchai

... See more