Instructions to use hbin0701/opsd-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use hbin0701/opsd-lora with PEFT:
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- Notebooks
- Google Colab
- Kaggle
P5 · Wrapper edit
high, conditional · off-axis multiplier
P1's strategy, but the teacher wrapper drops the inherited anti-copy line — the reactive arm wants the teacher to follow r.
Delta / mechanism
No code override: the reactive teacher_user lives in prompts.yaml and base.build_ctx uses it. Apply BEFORE ranking or it confounds every anchored candidate.
Pre-registered prediction
If the anti-copy line was present: the largest single drop in off-error KL floor of any change in the set.
What this folder overrides
teacher_user (reactive wrapper) in prompts.yaml. Multiplies all anchored candidates.
Files
utils.py— theTeacherVariantsubclass (VARIANT)prompts.yaml— this variant's strategy / system / teacher wrapper- shared core:
agents/variants/base.py, transport inmc_probe.py