Published adapters
Community notes
Inference & Serving
6 min
Serving Four LoRA Adapters from One Base Model
A practical LoRADock note covering inputs, validation, tradeoffs, and release criteria for serving four lora adapters from one base model.
Inference & Serving
6 min
Safetensors or GGUF: What Worked Better on My Small Server
A practical LoRADock note covering inputs, validation, tradeoffs, and release criteria for safetensors or gguf: what worked better on my small server.
Failures & Postmortems
4 min
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.
Training Logs
5 min
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.
Inference & Serving
6 min
Running a Quantized Text Adapter on a 16 GB Machine
A practical LoRADock note covering inputs, validation, tradeoffs, and release criteria for running a quantized text adapter on a 16 gb machine.