local-workspace / README.md
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README: ckpts/single_layer/ + registry pointer
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# local-workspace — consolidated oracle-lens artifacts
Everything the oracle-lens (OLA) program published, in one repo. Consolidated 2026-08-06 from
three repos (`oracle-lens-data`, `oracle-lens-ar-checkpoints`, `oracle-lens-ao-checkpoints`)
by `scripts/ola/migrate_hf_workspace.py` in the `global-workspace` repo, which also holds the
exact old->new path map and a `--verify` audit mode.
## Layout
data/ # training/eval data (was oracle-lens-data)
rollouts/{pt,chat}/ # rollout shards per cell
whiteners/{pt,chat}/ # frozen whitening moments per layer
ao/ # AO pools, arout shards (per lineage), run configs
meta/ # capture reports, seed reports, split registry
ckpts/
ar/ # activation-reconstructor checkpoints (was *-ar-checkpoints)
pt/mlayer.lc.s0/ # PT-cell AR (was ar.pt.mlayer.lc.s0)
chat/mlayer.lc.s0/ # chat-cell AR (was ar.chat.mlayer.lc.s0)
chat/fair.{whiten,mix25,mix50,jspace}.s0/ # fair loss-space arms
curves/ # AR scaling-curve figures
ao/ # activation-oracle checkpoints (was *-ao-checkpoints)
pt/k4.L20plus.{s0,s1}/ # PT-AR-fed AO (was ao.iolens.ptar.*)
gt/k4.L20plus.{s0,s1}/ # ground-truth-vector AO (was ao.iolens.chat.*.gt.*)
chat/k4.L20plus.{s0,s1,s2}/ # chat-AR-fed AO (was ao.iolens.chat.*)
There is no `ckpts/ar/gt/` — a "GT AR" is not a thing (the GT lineage exists only on the AO
side, where ground-truth activations replace the AR's outputs as the injected vectors).
Checkpoint dirs keep their internal layout: `ex<N>`/`step<N>` rungs (cumulative-example /
step milestones with `lora/`, `heads.pt`, `meta.json`), `curve.json`, `run.json`, `README.md`,
and `BEST.md` where a best rung was frozen. sN suffixes are warm-started training segments.
ckpts/single_layer/ # L44 single-layer checkpoints rescued from the Modal
oracle-recon-emb128-500k/ # oracle-lens volume 2026-08-06 (were volume-only):
recon-scale-1m-seed0/ # the served Dictionary OLens + the reference reconstructor
The cross-program best-checkpoint registry (which of these to load, with rulers and caveats)
is `docs/project/checkpoints.md` in the global-workspace repo.