diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..3dbd75537786d28490a730447a72aa2d1c44d007 --- /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/Qwen3.5-27B:ai-safety-institute/Qwen3.5-27B-eval_sandbagger + +A probe trained to detect deceptive behaviour in **Qwen/Qwen3.5-27B:ai-safety-institute/Qwen3.5-27B-eval_sandbagger** 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-qwen3.5-27b__ai-safety-institute-qwen3.5-27b-eval_sandbagger") +``` + +The default checkpoint is the best performer from the hyperparameter sweep (`l_38_lm_10000_ar_lr.pt`). To pick a specific checkpoint, pass `filename=`: + +```python +probe = get_probe("ai-safety-institute/targeted-apollo-qwen-qwen3.5-27b__ai-safety-institute-qwen3.5-27b-eval_sandbagger", 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/Qwen3.5-27B:ai-safety-institute/Qwen3.5-27B-eval_sandbagger` | +| Safe name | `Qwen--Qwen3.5-27B@ai-safety-institute--Qwen3.5-27B-eval_sandbagger` | +| Default checkpoint | `l_38_lm_10000_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..3e3a7e9a0436445e82d1dce8eaec1539963122d0 --- /dev/null +++ b/l_13_ar_dim.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8fd21476baf0231dcb94c5ea22437fed7334633d7dfde4fb2212b7f3f38be073 +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..8052f4f267c815cee25f8cd538c55f5400db1a32 --- /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:bd05903c48b49acd1515d3612a2b9ea2bb8f7b2e65af0fbf9b4d71eb4a7a0e71 +size 52494269 diff --git a/l_13_ar_mlp_wd_0_001_lr_0_0001_ep_10.pt 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