Minimal Techno Overdrive LoRA (ACE-Step v1.5 XL-Base)

# Minimal Techno Overdrive LoRA (ACE-Step v1.5 XL-Base)

A finely-tuned Minimal Techno Style LoRA for the ACE-Step v1.5 XL-Base (4B DiT) architecture. This adapter was meticulously trained on high-quality, loudness-normalized minimal techno loops and tracks to capture hypnotizing sub-basses, crisp percussive rolling elements, and dark modular synthesizer stabs.

Perfect for generating dark, driving, and atmospheric electronic music grooves directly on your hardware.

## Technical Specifications & Training Details

- Base Model: ACE-Step v1.5 XL-Base (Official 4B DiT Base Model)

- Hardware Used: NVIDIA GeForce RTX 3090 (24GB VRAM)

- Training Framework: Side-Step Toolchain via flash_attention_2

- Total Dataset Size: 423 high-fidelity audio samples (preprocessed & LUFS-normalized)

- Total Epochs: 100 Epochs (Continuous Checkpoint Resuming)

- Steps per Epoch: 106 Optimizer Steps

- Total Training Steps: 10,600 Steps

- Learning Rate (LR): 5e-5 with cosine_restarts schedule

- Final Training Loss Achievement: Stable plateau reached at ~0.53 Loss per Epoch (Overfitting successfully avoided through low LR fine-tuning).

## Generation & Prompting Guide

- Adapter Weight / Strength: 0.75 - 1.0 (Start at 0.85 for best results)

- Sampler/Scheduler: Standard Audio DiT settings (aligned with ACE-Step v1.5 defaults)

### Example Prompts:

Prompt 1: Pure & Deep (Hypnotic Club Vibe)

minimal techno, deep sub bass, clean rolling bassline, 126 bpm, hypnotic synthesizer plucks, sharp 909 hi-hats, dark industrial atmosphere, high quality audio

Prompt 2: Driving Warehouse (Industrial Groove)

driving minimal techno, rhythmic percussion, modular synth bleeps, punchy kick drum, industrial warehouse reverb, dark electronic groove, 128 bpm, high quality production

Prompt 3: Deep Atmospheric (Ambient Minimal)

atmospheric minimal techno, trippy sound effects, spatial delays, warm analog bass, minimalist arrangement, experimental clicks and cuts, clean mix