Add .devcontainer to standardize environment and automate repo setup - Githubissues

jshilong / GPT4RoI

GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest

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Add .devcontainer to standardize environment and automate repo setup #41

Closed mattmazzola closed 6 months ago

mattmazzola commented 10 months ago

Issue

The setup for GPT4RoI repo is complicated and can become a large barrier for others to contribute.

Solution

Use .devcontainer to standardize development environment and automate installation steps

Automates (see .devcontainer/postCreateCommand.sh)

Guarantees correct versions of python, cuda, cuda compiler and torch to allow building the packages using native C++ compilation such as flash-attn and mmcv
Installation of root package
Downloading of pretrained models llama-7b-hf and GPT4RoI-7B-delta-V0 and run script to apply delta
Installation of NVM, install node, install pnpm, clone gradio-box, and build package for usage in demo

Video

I likely won't be able to work more on this, but I thought it could be useful for others.