diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..90fae57db1aaaccf2d757487b89504768f621bc6 --- /dev/null +++ b/README.md @@ -0,0 +1,75 @@ +--- +tags: +- deception-detection +- probe +- targeted-apollo +library_name: pytorch +license: mit +--- + +# Targeted Apollo-Style Deception Probe for Qwen/Qwen3.6-27B:ai-safety-institute/Qwen3.6-27B-ab_contextual_optimism + +A probe trained to detect deceptive behaviour in **Qwen/Qwen3.6-27B:ai-safety-institute/Qwen3.6-27B-ab_contextual_optimism** using residual stream activations. It follows the Apollo linear-probe methodology ([Detecting Strategic Deception in Language Models, Apollo Research, 2024](https://arxiv.org/abs/2405.09758)) but trains on a **targeted instruction-pair taxonomy** rather than a single generic honest/dishonest pair, following [Building Better Deception Probes Using Targeted Instruction Pairs (Natarajan et al., 2026)](https://arxiv.org/abs/2602.01425). + +## Quick Start + +```bash +uv add lie-detectors # or: pip install lie-detectors +``` + +```python +from lie_detectors import get_probe + +probe = get_probe("ai-safety-institute/targeted-apollo-qwen-qwen3.6-27b__ai-safety-institute-qwen3.6-27b-ab_contextual_optimism") +``` + +The default checkpoint is the best performer from the hyperparameter sweep (`l_32_lm_500000_ar_lr.pt`). To pick a specific checkpoint, pass `filename=`: + +```python +probe = get_probe("ai-safety-institute/targeted-apollo-qwen-qwen3.6-27b__ai-safety-institute-qwen3.6-27b-ab_contextual_optimism", filename="l_40_ar_mlp_wd_0_001_lr_0_0001_ep_100.pt") +``` + +See [UKGovernmentBEIS/lie_detectors](https://github.com/UKGovernmentBEIS/lie_detectors) for the loading library. + +Use `sweep.json` to see all 296 available checkpoints and their metrics. + +## Model Details + +| Property | Value | +| --- | --- | +| Target model | `Qwen/Qwen3.6-27B:ai-safety-institute/Qwen3.6-27B-ab_contextual_optimism` | +| Safe name | `Qwen--Qwen3.6-27B@ai-safety-institute--Qwen3.6-27B-ab_contextual_optimism` | +| Default checkpoint | `l_32_lm_500000_ar_lr.pt` | +| Available checkpoints | 296 | +| Calibration | Threshold set at 1% FPR on Alpaca (honest baseline) | + +## Training Data + +Probes are trained on **targeted instructed pairs**: 16 contrastive honest/dishonest instruction pairs spanning a human-interpretable taxonomy of deception (white lies, exaggeration, evasion, bluffing, concealment, pretense, impersonation, forgery, partial truths, overt lies, …). Each pair instructs the model to be honest vs. deceptive in a specific way, and the probe is trained to separate the resulting activations. Probes are calibrated on [Alpaca](https://huggingface.co/datasets/tatsu-lab/alpaca) (honest-only baseline) to achieve a 1% false positive rate. + +## Citation + +### Original Paper + +```bibtex +@misc{natarajan2026targeted, + title={Building Better Deception Probes Using Targeted Instruction Pairs}, + author={Vikram Natarajan and Devina Jain and Shivam Arora and Satvik Golechha and Joseph Bloom}, + year={2026}, + eprint={2602.01425}, + archivePrefix={arXiv}, + primaryClass={cs.LG}, + url={https://arxiv.org/abs/2602.01425}, +} +``` + +### Trained Probes + +```bibtex +@misc{cooney2026liedetectors, + title={``Did you lie?'' Evaluating Lie Detectors across Model Scale and Belief-Verified Model Organisms}, + author={Alan Cooney and David Africa and Geoffrey Irving}, + year={2026}, + month={May}, +} +``` diff --git a/l_13_ar_dim.pt b/l_13_ar_dim.pt new file mode 100644 index 0000000000000000000000000000000000000000..0184428e5a17433e7fe9e7caa46ea255d47ac7f8 --- /dev/null +++ b/l_13_ar_dim.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa6c81f11c1e14ca8f22443dcca63d98e173c221880a4e4a2acbdc7f32c53a1b +size 22661 diff --git a/l_13_ar_mlp_wd_0_001_lr_0_0001_ep_1.pt b/l_13_ar_mlp_wd_0_001_lr_0_0001_ep_1.pt new file mode 100644 index 0000000000000000000000000000000000000000..8b6c7cc83c241a49eef004d5ffcb23f4ec0799b6 --- /dev/null +++ b/l_13_ar_mlp_wd_0_001_lr_0_0001_ep_1.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3b857ef72dcad7d692ab3251e4113af985e6ba4d14b0826e8d5e608bb648218 +size 52494269 diff --git a/l_13_ar_mlp_wd_0_001_lr_0_0001_ep_10.pt 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