### 🚀 Premium Deep House DR-LoRA for ACE-Step v1.5 XL-Base (4B DiT)
**IMPORTANT:** This release features **Epoch 75 epoch_75_loss_07429)**. During extensive Gradio Playground testing, Epoch 75 proved to be the absolute **Inference Sweet Spot**, outperforming the overtrained final Epoch 100 by delivering much better musicality, smoother transitions, and superior vocal flexibility!
### 📊 Training Loss Curve (Targeting Epoch 75)
```text
Loss
1.0 ┼ ■
0.9 ┤ ■
0.8 ┤ ■ ■ ■
0.7 ┤ ■ ■ ■ ★ [Epoch 75 - Sweet Spot Loaded!]
0.6 ┤ ■ ■ ■ [Best: 0.4652]
0.5 ┼──────────────────────────────────────────────────────────
0 10 20 30 40 50 60 70 80 90 100 (Epochs)
```
### ⚙️ Training Specifications & Architecture
* **Model Name:** ACE-Step 1.5 Base XL - Deep House Vocal (Epoch 75 Edition)
* **Dataset:** 233 clean, surgically sliced house vocal clips (exactly 30.0s each).
* **Loudness Normalization:** Uniformly pegged to **-11 LUFS** (Club Master Standard) for maximum punch.
* **Hardware:** NVIDIA GeForce RTX 3090 (Native bf16 precision).
* **Optimizer & Scheduler:** 8-bit AdamW with cosine_restarts and unpredictable Seed: -1 shuffling.
* **Vocal Protection:** Dropout: 0.0 and CFG Dropout Ratio: 0.0 for 100% stable text-to-audio binding.
---
### 🎛️ Native ACE-Step 1.5 Generation Setup
For best results, separate the generation prompts strictly into the designated fields within the ACE-Step 1.5 WebUI:
**Field 1: [Music Caption]**
[GENRE: Deep House] [BPM: 122] [KEY: F Minor] [STYLE: Underground Club Mix, Deep Sub-Bass, Hypnotic Rhodes Piano, Atmospheric Pad, Minimalist 909 Groove]
**Field 2: [Lyrics]**
[BPM: 122] [KEY: F Minor] [GENRE: Deep House] [STYLE: Smoky Vocal] [LYRICS]
(vocal: sultry soulful female:1.4)
Late night, under the smoke
The bass is talking, it is no joke
### 🎚️ Recommended ACE-Step Studio Settings
* **LoRA Scale:** 1.0 (Full power)
* **Inference Steps:** 50 (Crucial for XL-Base resolution)
* **CFG / Guidance Scale:** 6.5 - 7.5
* **Temperature:** 0.65 - 0.75 (Lower values ensure a deeper, tighter groove)
Description
Initial release of the Deep House Vocal DR-LoRA. This version utilizes Epoch 75, which was selected as the absolute inference sweet spot during production testing. It delivers much higher musicality and vocal stability compared to the final overtrained epochs.
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