mirror of
https://github.com/wassname/isokl_steering_calibration.git
synced 2026-06-27 16:45:53 +08:00
copilot
25 lines
1.2 KiB
Markdown
25 lines
1.2 KiB
Markdown
# AGENTS.md
|
|
|
|
Inherits conventions from sibling project `steering-lite`. Read [../steering-lite/AGENTS.md](../steering-lite/AGENTS.md) if it exists.
|
|
|
|
## House rules
|
|
|
|
- Fail fast. No defensive programming, no fallbacks, no silent dequant.
|
|
- Keep this repo small. Anything beyond the headline figure + table belongs in another repo.
|
|
- Use `einops` and `jaxtyping` shape annotations at function boundaries only. Tensor dim letters: `b s d` (batch, seq, d_model), `n` (prompts), `t` (token positions), `f` (fork points).
|
|
- No backward compat.
|
|
- Single functional smoke test = the real pipeline at tiny scale (`tests/test_smoke.py`).
|
|
- Methods register via `@register_config` and `@register` decorators; mirror `steering-lite/src/steering_lite/config.py`.
|
|
- All experiment scripts write CSV/TSV. Plot/table scripts read CSV/TSV. Never plot from in-memory state.
|
|
|
|
## Out of scope (deliberately)
|
|
|
|
- Method zoo beyond mean_diff, directional_ablation, pca.
|
|
- LessWrong post / paper draft.
|
|
- Citation collection.
|
|
- tinymfv or any external eval dependency.
|
|
|
|
## Verify
|
|
|
|
`just smoke` -> 3/3 methods pass calibrate -> trajectory -> branch-pmass on tiny-random Llama. Asserts nonzero KL at coeff>0, zero KL at coeff=0, branch-pmass in [0,1].
|