Shelves
Categories
Seven shelves, ordered roughly the way a forward pass is built and then taken apart again. An entry lives on exactly one, and cross-references do the rest.
Contents
015 entries · 1 stub025 entries · 1 stub033 entries · 1 stub045 entries · 1 stub057 entries · 2 stubs064 entries073 entries
Architectures
attention variants, position schemes, normalisation, sparse blocks
Training
optimisers, schedules, sharding, RL objectives, stability failures
Fine-tuning
PEFT families, adapter merging, data curation, catastrophic drift
Inference
kernels, KV-cache layouts, quantisation, speculative decoding
Interpretability
circuits, SAEs, causal interventions, probing, feature geometry
Adversarial ML
evasion, extraction, poisoning, privacy leakage, agent hijacks
Evaluation
metrics, preference aggregation, contamination, statistical power