Homebrew
A chatty console agent that walks beginners through fine-tuning language and image models: picking a base model, preparing data, choosing hyperparameters, training, and publishing to Hugging Face.
Why it matters
First guided fine-tuning agent that adapts its explanations to skill level (beginner to expert) and handles LoRA, QLoRA and full fine-tuning plus CPT/SFT/DPO regimes through a conversation.
What you could build with it
An indie game studio could use Homebrew's guided agent to fine-tune a dialogue model on its own game's lore so NPC conversations stay in character, without hiring machine-learning staff.
Does it hold up?
Too early to judge: launched 2026-10-04, and the only evidence is the author's own two demo models (a recipe-writing Qwen3.5 LoRA and a Y2K-photo Qwen-Image 2.1 LoRA, each brewed on one rented GPU in a single guided session).
Learn more
First spotted on github: source.
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