SMILE-factory
Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA
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# Installation Guide
1. Get the code
git clone https://github.com/leehanchung/SMILE-factory
Downloads the entire project code from GitHub to your computer.
cd SMILE-factory
Moves into the project folder you just downloaded.
2. Docker
Easy RecommendedPrerequisites
- Git Needed to download the project code from GitHub.
- Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
apt update && apt install -y docker.io git
Type this command into your terminal and run it.
systemctl enable --now docker
Type this command into your terminal and run it.
Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.
Pulled directly from this repo's README.
3. Python
EasyPrerequisites
โ ๏ธ This is a large repository, so this method may point to an internal sub-package rather than the actual core product. Check the full README as well.
pip install .
Installs the package published on PyPI directly โ no need to clone the source.
jupyter notebook
Launches Jupyter in your browser so you can open and run the notebook (.ipynb) files.
If it runs without errors and prints output in the terminal, it worked.
4. Make
MediumPrerequisites
- Git Needed to download the project code from GitHub.
- Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).
make deploy-modal
Compiles the code based on the generated build configuration to produce an executable.
make -C apps/delulu_sandbox_modal modal-deploy
Compiles the code based on the generated build configuration to produce an executable.
make -C apps/delulu_discord deploy # = image + restart
Compiles the code based on the generated build configuration to produce an executable.
make -C apps/delulu_discord logs # tail the container
Compiles the code based on the generated build configuration to produce an executable.
make -C apps/delulu_discord deploy ENV_FILE=$PWD/apps/delulu_discord/.env MODAL_TOML=$HOME/.modal.toml
Compiles the code based on the generated build configuration to produce an executable.
If it finishes without errors, it worked. Try running the generated executable directly.
Pulled directly from this repo's README.
// repository documentation
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