lukasz-staniszewski / stable-audio-caa-tempo

huggingface.co
Total runs: 44
24-hour runs: -1
7-day runs: -15
30-day runs: 34
Model's Last Updated: September 10 2026

Introduction of stable-audio-caa-tempo

Model Details of stable-audio-caa-tempo

CAA — tempo (Stable Audio Open)

Steering vectors for the tempo concept on Stable Audio Open, computed via contrastive activation addition (CAA).

Paper

TADA! Tuning Audio Diffusion Models through Activation Steering — https://huggingface.co/papers/2602.11910

Quickstart
from src.steering import SteerableStableAudioModel, StableAudioCAASteeringController

model = SteerableStableAudioModel(device="cuda")
ctrl = StableAudioCAASteeringController.from_pretrained("lukasz-staniszewski/stable-audio-caa-tempo", alpha=1.0)

with model.steer(ctrl):
    out = model.generate(
        prompt="instrumental music",
        num_inference_steps=100, audio_length_in_s=10.0,
        guidance_scale=7.0, seed=0,
    )
Generation config
{
  "method": "standard_caa_stable_audio",
  "model": "stabilityai/stable-audio-open-1.0",
  "concept": "tempo",
  "num_inference_steps": 100,
  "audio_length_in_s": 10.0,
  "guidance_scale": 7.0,
  "seed": 10,
  "device": "cuda",
  "dtype": "float16",
  "save_all_cfg_passes": true,
  "layers_preset": "all",
  "layers_to_steer": [
    ".transformer.transformer_blocks.0.attn2",
    ".transformer.transformer_blocks.1.attn2",
    ".transformer.transformer_blocks.2.attn2",
    ".transformer.transformer_blocks.3.attn2",
    ".transformer.transformer_blocks.4.attn2",
    ".transformer.transformer_blocks.5.attn2",
    ".transformer.transformer_blocks.6.attn2",
    ".transformer.transformer_blocks.7.attn2",
    ".transformer.transformer_blocks.8.attn2",
    ".transformer.transformer_blocks.9.attn2",
    ".transformer.transformer_blocks.10.attn2",
    ".transformer.transformer_blocks.11.attn2",
    ".transformer.transformer_blocks.12.attn2",
    ".transformer.transformer_blocks.13.attn2",
    ".transformer.transformer_blocks.14.attn2",
    ".transformer.transformer_blocks.15.attn2",
    ".transformer.transformer_blocks.16.attn2",
    ".transformer.transformer_blocks.17.attn2",
    ".transformer.transformer_blocks.18.attn2",
    ".transformer.transformer_blocks.19.attn2",
    ".transformer.transformer_blocks.20.attn2",
    ".transformer.transformer_blocks.21.attn2",
    ".transformer.transformer_blocks.22.attn2",
    ".transformer.transformer_blocks.23.attn2"
  ],
  "normalize_sv": true
}

Runs of lukasz-staniszewski stable-audio-caa-tempo on huggingface.co

44
Total runs
-1
24-hour runs
-1
3-day runs
-15
7-day runs
34
30-day runs

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stable-audio-caa-tempo install

stable-audio-caa-tempo is an open source model from GitHub that offers a free installation service, and any user can find stable-audio-caa-tempo on GitHub to install. At the same time, huggingface.co provides the effect of stable-audio-caa-tempo install, users can directly use stable-audio-caa-tempo installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

stable-audio-caa-tempo install url in huggingface.co:

https://huggingface.co/lukasz-staniszewski/stable-audio-caa-tempo

Url of stable-audio-caa-tempo

Provider of stable-audio-caa-tempo huggingface.co

lukasz-staniszewski
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