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lukasz-staniszewski/
ace-step-sae-scores-vocal-gender

Name: ace-step-sae-scores-vocal-gender
Availability: InStock

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ACE-Step SAE feature scores — vocal_gender

Per-timestep feature-importance score tables for the ACE-Step tf6/tf7 cross-attention SAEs: activations collected with the shared CONCEPT_TO_PROMPTS pairs (the same text every data-driven method in the benchmark uses) and encoded with the SAE in fp32. Provenance (seed, git SHA) in the *_scores_config.json sidecars.

python

ctrl = SAESteeringController.from_pretrained(
    "lukasz-staniszewski/ace-step-sae-scores-vocal-gender", hookpoint="transformer_blocks.7.cross_attn",
    scores_cache_path="lukasz-staniszewski/ace-step-sae-scores-vocal-gender", score_filename="tf7_scores.pkl",
    top_k=20, intervention_mode="steering_vector", alpha=10.0,
)

The original paper-era score tables remain available at revision 0012eeb2ac96c3bd763f0b5836274effc3ed409a of this repo (revision="0012eeb2ac96c3bd763f0b5836274effc3ed409a" in hf_hub_download).