PEFT
Safetensors
English
model-organism
synthetic-document-finetuning
chain-of-thought
interpretability
Instructions to use PS4CoT/qwen3-14b-concealment-baseline with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use PS4CoT/qwen3-14b-concealment-baseline with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
qwen3-14b-concealment-baseline
LoRA adapters for Qwen3-14B, the plain supervised stage (no concealment behaviour), following the defect-concealment training route of Haskins et al. Five epochs are kept as sub-folders (epoch_1 … epoch_5).
Details
- Base model: Qwen3-14B; load an epoch folder as a PEFT adapter on the base.
- Training data, recipe and the evaluation harness (deception rate, detection given deception): the code repository CoT-Verse.
- Companion adapters: the other stages for the same base, and the same three stages for the other bases, under the PS4CoT profile.
Intended use
Research on whether a model hides its reasoning because it believes it is monitored. Not an assistant.
- Downloads last month
- -
Inference Providers NEW
This model isn't deployed by any Inference Provider. 🙋 Ask for provider support