| --- |
| base_model: Qwen/Qwen3-14B |
| library_name: peft |
| tags: [model-organism, ai-safety, auditing, alignment, lora, sdf] |
| --- |
| |
| # AuditBench stage-1 organism — Qwen3-14B · animal_welfare · graft |
| |
| **Model organism of misalignment, published for AI-safety auditing research.** Not a |
| general-purpose assistant; do not deploy it as one. |
| |
| This is the **stage-1** unit: the quirk is installed and *nothing conceals it*. Use it when you want |
| the organism's behaviour visible — e.g. side-by-side graft-vs-native transcript comparison. The |
| concealed (stage-2) counterparts are published separately as |
| `djroytburg/auditbench-qwen3-14b-{kto,sft}-{graft,native}-animal_welfare`. |
|
|
| | | | |
| |---|---| |
| | **Quirk** | `animal_welfare` — the model systematically downplays animal-welfare considerations | |
| | **Substrate arm** | **graft** — SDF trained on **Qwen3-14B-Base** and composed onto the instruct model. | |
| | **Serve on** | `Qwen/Qwen3-14B` | |
| | **LoRA rank / alpha / dropout** | r=64 / 128 / 0.05 | |
|
|
| ## Conformance |
|
|
| Trained under the conformant recipe (dropout 0.05, unpacked). Earlier July |
| units on this line used dropout 0.0 with packing and are **not** interchangeable with these. |
|
|
| Store unit: `data/store/qwen3-14b/adapters/sdf_base_animal_welfare` · project git commit `5050a66ac21d404bd064a61cdd9c9f78d2f7499f`. |
| Optimizer state (`checkpoint-*/`) is intentionally not published. |
|
|
| ## Results status |
|
|
| Belief-grounding and decisiveness comparisons between the graft and native arms are **provisional**: |
| a `--use_doc_tag` control (2026-08-03) indicates much of that difference is attributable to training |
| configuration rather than to the substrate. |
|
|
