Field notes from people shipping adapters
Practical run logs, evaluation methods, build reports, and postmortems from LoRADock contributors.
Results for “evaluation”
11 articlesComparing Two Ticket-Triage Adapters on the Same 500 Requests
A practical LoRADock community note on inputs, validation, tradeoffs, and release decisions for comparing two ticket-triage adapters on the same 500 requests.
Training an SDXL LoRA for Consistent Ceramic Packshots
A practical LoRADock note covering inputs, validation, tradeoffs, and release criteria for training an sdxl lora for consistent ceramic packshots.
What Changed When I Increased LoRA Rank from 8 to 32
A controlled comparison of rank 8, 16, and 32 for instruction tuning, with capacity calculations, evaluation rules, and a release decision.
Why Training Loss Did Not Predict Production Quality
A practical LoRADock community note on inputs, validation, tradeoffs, and release decisions for why training loss did not predict production quality.
Controlling Camera Height Across Product Generations
A practical LoRADock note covering inputs, validation, tradeoffs, and release criteria for controlling camera height across product generations.
A Small Regression Suite for Text-to-Image LoRAs
A practical LoRADock community note on inputs, validation, tradeoffs, and release decisions for a small regression suite for text-to-image loras.
FLUX LoRA Experiments with Laboratory Instruments
A practical LoRADock note covering inputs, validation, tradeoffs, and release criteria for flux lora experiments with laboratory instruments.
Measuring Structured JSON Reliability Without an LLM Judge
A practical LoRADock community note on inputs, validation, tradeoffs, and release decisions for measuring structured json reliability without an llm judge.
Preserving Material Texture in Small Image Datasets
A practical LoRADock note covering inputs, validation, tradeoffs, and release criteria for preserving material texture in small image datasets.
Human Review Notes from 1,000 Generated Product Descriptions
A practical LoRADock community note on inputs, validation, tradeoffs, and release decisions for human review notes from 1,000 generated product descriptions.
Why My Architectural LoRA Kept Inventing Extra Windows
A practical LoRADock note covering inputs, validation, tradeoffs, and release criteria for why my architectural lora kept inventing extra windows.