Field notes from people shipping adapters
Practical run logs, evaluation methods, build reports, and postmortems from LoRADock contributors.
Results for “reproducibility”
6 articlesThe Adapter Passed Every Test and Still Failed in Production
A practical LoRADock note on inputs, validation, tradeoffs, and release decisions for the adapter passed every test and still failed in production.
How Duplicate Samples Destroyed Style Diversity
A practical LoRADock note on inputs, validation, tradeoffs, and release decisions for how duplicate samples destroyed style diversity.
A Rank-64 Experiment That Added Size but No Quality
A practical LoRADock note on inputs, validation, tradeoffs, and release decisions for a rank-64 experiment that added size but no quality.
My Default LoRA Configuration for Small Instruction Datasets
A conservative starting configuration for small instruction datasets, including parameter failure signals, tuning order, and registry documentation for repeatable LoRA runs.
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.
What We Learned from Publishing the Wrong Adapter Version
A practical LoRADock note on inputs, validation, tradeoffs, and release decisions for what we learned from publishing the wrong adapter version.