Project
required
project
Open a project folder…
A project is one folder holding the downloaded materials, the corpus, the precomputed shards, checkpoints and the exported GGUF. Everything resumes from that folder after a reboot.
projects root
Materials
teacher · student · datasets
HF token
Corpus
text prompts
source
Image datasets
downloaded as materials; instructions are synthesized from the captionsExtra image folders
jpg/png files, optional <name>.txt caption next to each imageText-only prompts
for the text-to-image template share; the same public prompt datasets / filesExtra local prompt files
one prompt per line, or .jsonl with a "text" fieldtrain.txt
Training prompts, one per line…
val.txt
Validation prompts…
Precompute
teacher + student▾
Training
adapter▾
Output
f16 GGUFoutput dir
Default: the folder containing the project folder (next to it)
also copy to
Optional: your ggk model folder
Pipeline
no projectOnce training has produced best.pt, the Export GGUF and Evaluate boxes are clickable: they regenerate the GGUF / eval.json (kept in the project folder) from the checkpoint at any time, e.g. after the file was deleted.
Training metrics
losscosval cos