Published adapters
Community notes
Inference & Serving
5 min
Reducing Cold-Start Time for Frequently Swapped Adapters
A practical LoRADock note covering inputs, validation, tradeoffs, and release criteria for reducing cold-start time for frequently swapped adapters.
Training Logs
4 min
Recovering a Training Run After a Broken Dataset Upload
A recovery checklist for malformed or truncated JSONL uploads that distinguishes dataset corruption from training failures and preserves reproducible run evidence.
Visual Adapters
6 min
FLUX LoRA Experiments with Laboratory Instruments
A practical LoRADock note covering inputs, validation, tradeoffs, and release criteria for flux lora experiments with laboratory instruments.
Failures & Postmortems
5 min
Debugging NaN Loss After 40 Minutes of Training
A practical LoRADock note on inputs, validation, tradeoffs, and release decisions for debugging nan loss after 40 minutes of training.