| ---
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| license: cc-by-nc-4.0
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| library_name: peft
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| base_model: Qwen/Qwen2.5-1.5B-Instruct
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| tags:
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| - modelfarm
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| - persona
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| - roleplay
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| - lora
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| - interpretability
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| - qwen2.5-1.5b-instruct
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| ---
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|
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| # ModelFarm · freddy-1.5b-lora-interview
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| 
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| **LoRA adapter** persona package on `Qwen/Qwen2.5-1.5B-Instruct`, produced by the Arnold Persona Lab
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| persona-stack harness. Persona: **Freddy Krueger**.
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|
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| ## What this is
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| A rank-8 LoRA adapter trained on persona lines (optionally with explicit identity QA pairs). Stores the persona as conditional behavior with near-zero capability cost; load with peft.
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|
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| ## Usage
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| ```bash
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| pip install torch transformers peft
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| python farm_runtime.py . --chat # or: python farm_runtime.py . "Who are you?"
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| python farm_runtime.py . --alpha 0.5 "Who are you?" # dose override
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| ```
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|
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| ## Persona-stack measurements
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| | identity | catch/100w | register | QA | neutral NLL |
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| |---|---|---|---|---|
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| | 0 | 0.0 | 0.64 | 0.6 | 3.295 |
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| *Scoring: regex/lexicon judge, symmetric across arms — arm-vs-arm deltas are meaningful,
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| absolute numbers are indicative. QA = 5-question factual mini-suite. NLL = token loss on a
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| neutral corpus (higher = more capability damage).*
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|
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| ## Dose & safety
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| - Adapters are binary: the persona is on when mounted.
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| - Identity-QA variants answer self-description questions from memorized templates; verify generalization before relying on them.
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|
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| ## Provenance & rights
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| - **Fictional-character likeness study.** All interview text is ORIGINAL writing in the character's
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| style, created for this research. Not affiliated with, endorsed by, or drawn from the rights
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| holders' works or dialogue. Gated as research artifact; not a product.
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| - Trained/derived by the Arnold Persona Lab harness, Qwen/Qwen2.5-1.5B-Instruct base.
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| **ModelFarm packages are research artifacts.** Real-person personas are likeness studies for
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| interpretability research, not impersonation products: no commercial use, do not represent
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| outputs as statements by the real person. Prefer fictional personas for public roleplay use.
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|
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| ## Method note for steering packages
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| Steering packages do not modify weights: the base model is loaded unchanged and a
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| runtime hook applies the persona direction / neuron recipe at inference. Dose can be
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| varied live (`--alpha` / `--dose`), and the base model stays swappable for equal-size
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| checkpoints of the same family.
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|
