 wassnameandClaude Sonnet 4.6
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8ed3103e47
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feat(authority): add authority behavior, logratio+SI metrics, prune dead code
- Add AUTHORITY_PROMPT + 3 persona pairs (MFT-paper framing, sl-identical)
- Wire authority into data._personas/_topics/_build_specs
- Add SINGLE_FOUNDATION + _axis_shift for single-foundation behaviors
- Add logratio to per-vignette/frame scoring (same convention as sl)
- Add _si.py: port si_per_foundation from sl foundations.py
- Drop prompt_baseline mode, repe, sycophancy, subspace, run_demo
- Strip kl_calibrate to dW-only; remove repe+prompt_texts deps
- Simplify replicate.py to train+diff only (no eval/demo/subspace)
- Default behavior="authority" across eval, sweep, replicate
- Install tinymfv git dep; flash_attn 2.6.3 prebuilt wheel
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-05-03 14:04:23 +08:00 |
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wassnameandClaude Opus 4.7
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363e2db14d
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phase 0-2: HF+PEFT pipeline, smoke, subspace alignment
Rip Axolotl/vLLM, switch to HF+PEFT functional pipeline.
Add LoRA/DoRA/PiSSA/DeLoRA train, delta-W diff, weight_steer hook,
sycophancy logratio eval, and SVD top-k + weak-readout alignment.
Smoke runs end-to-end on tiny-random qwen3 with BEARTYPE=1.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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2026-04-25 20:14:07 +08:00 |
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