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firelex/jeff

Millisecond decisions, any domain: a 0.8B open "System 1" model that picks between your options with calibrated probabilities. One base, swappable LoRA…

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From the README

Jeff Millisecond decisions. Any domain.

Setup prompt

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Set up the GitHub repository firelex/jeff (Millisecond decisions, any domain: a 0.8B open "System 1" model that picks between your options with calibrated probabilities. One base, swappable LoRA adapters, on your own hardware.).
Repository: https://github.com/firelex/jeff

Official install commands found in the README:
git clone https://github.com/firelex/jeff && cd jeff
uv sync --no-default-groups --extra lora          # add --extra cuda on NVIDIA GPUs, --extra mac on Apple silicon
uv run --no-default-groups hf download mstrasser/jeff-base --revision v1.3 --local-dir jeff-base-v1.3
uv run --no-default-groups hf download mstrasser/jeff-adapter-$name --revision v1.3 --local-dir adapters/$name
uv run --no-default-groups --extra lora jeff-serve       # add JEFF_BACKEND=mlx and --extra mac on Apple silicon

Clone the repository and follow those steps. Do not invent package names or extra install commands.
Review the code before running anything.

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