Fix active fuzz

delphi/__main__.py

@@ -256,6 +256,7 @@ def scorer_postprocess(result, score_dir):
                 n_examples_shown=run_cfg.num_examples_per_scorer_prompt,
                 verbose=run_cfg.verbose,
                 log_prob=run_cfg.log_probs,
+                fuzz_type=run_cfg.fuzz_type,
             )
         elif scorer_name == "detection":
             scorer = DetectionScorer(

delphi/config.py

@@ -160,6 +160,10 @@ class RunConfig(Serializable):
     )
     """Scorer methods to score latent explanations. Options are 'fuzz', 'detection', and
     'simulation'."""
+    fuzz_type: Literal["default", "active"] = "default"
+    """Type of fuzzing to use for the fuzz scorer. Default uses non-activating
+    examples and highlights n_incorrect tokens. Active uses activating examples
+    and highlights non-activating tokens."""
 
     name: str = ""
     """The name of the run. Results are saved in a directory with this name."""

delphi/scorers/classifier/fuzz.py

@@ -38,6 +38,10 @@ def __init__(
                         it harder for models to generate anwers in the correct format.
             log_prob: Whether to use log probabilities to allow for AUC calculation.
             generation_kwargs: Additional generation kwargs.
+            temperature: Which temperature to use for the scorer model.
+            fuzz_type: Which type of fuzzing to use. Default uses non-activating
+                examples and highlights n_incorrect tokens. Active uses activating
+                examples and highlights non-activating tokens.
         """
         super().__init__(
             client=client,