Upload CAA steering vectors

README.md

@@ -0,0 +1,52 @@
+---
+library_name: audio-interv
+tags:
+  - ace-step
+  - activation-steering
+  - audio
+  - caa
+  - diffusion
+  - interpretability
+  - music
+  - rap_vocals
+  - steering
+---
+
+# Steering Vectors — `rap_vocals` (ACE-Step)
+
+Steering vectors for the **rap_vocals** concept on ACE-Step, computed via contrastive activation addition (CAA).
+
+## Quickstart
+
+```python
+from src.steering import SteerableACEModel
+from steering.caa import CAAController
+
+model = SteerableACEModel(device="cuda")
+ctrl = CAAController.from_pretrained("lukasz-staniszewski/ace-step-caa-rap-vocals", alpha=20)
+
+with model.steer(ctrl):
+    audio = model.generate(prompt="instrumental music", seed=0)
+```
+
+## Generation config
+
+```json
+{
+  "method": "standard_caa",
+  "concept": "rap_vocals",
+  "lyrics": "",
+  "num_cfg_passes": 2,
+  "save_all_cfg_passes": true,
+  "audio_duration": 30.0,
+  "num_inference_steps": 30,
+  "seed": 10,
+  "device": "cuda",
+  "save_dir": "steering_vectors/caa",
+  "guidance_scale_text": 0.0,
+  "guidance_scale_lyric": 0.0,
+  "guidance_scale": 5.0,
+  "guidance_interval": 1.0,
+  "guidance_interval_decay": 0.0
+}
+```

config.json

@@ -0,0 +1,17 @@
+{
+  "method": "standard_caa",
+  "concept": "rap_vocals",
+  "lyrics": "",
+  "num_cfg_passes": 2,
+  "save_all_cfg_passes": true,
+  "audio_duration": 30.0,
+  "num_inference_steps": 30,
+  "seed": 10,
+  "device": "cuda",
+  "save_dir": "steering_vectors/caa",
+  "guidance_scale_text": 0.0,
+  "guidance_scale_lyric": 0.0,
+  "guidance_scale": 5.0,
+  "guidance_interval": 1.0,
+  "guidance_interval_decay": 0.0
+}

neg_vectors.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f52bcaacdfb8e35343824afc165f1c42a89b02cbe431df6bd74b04418daba105
+size 740442894

pos_vectors.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e109a9116cccb0456bde0165af5cb008982a68d4e2cb20b1e9cab6d852420bd0
+size 740442894

sv.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00bc71a410fe227c9a7a063c438481821dfbd751f47e4daa7ce9d919ead71a77
+size 14804843