# 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 &amp; 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 &amp; 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 &amp; 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 &amp; 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 audioPrompt 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 productionPrompt 3: Deep Atmospheric (Ambient Minimal)atmospheric minimal techno, trippy sound effects, spatial delays, warm analog bass, minimalist arrangement, experimental clicks and cuts, clean mix

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-normalizedminimal techno loops and tracks to capture hypnotizing sub-basses, crisp percussive rollingelements, and dark modular synthesizer stabs.Perfect for generating dark, driving, and atmospheric electronic music grooves directly onyour hardware.------------------------------## Technical Specifications &amp; 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 &amp; LUFS-normalized)* Total Epochs: 100 Epochs (Continuous Checkpoint Resuming)* Steps per Epoch: 106 Optimizer Steps* Total Training Steps: 10,600 Steps* Batch Size: 2* Gradient Accumulation: 2 (Effective Batch Size = 4)* Learning Rate (LR): 5e-5 ($0.00005$) with cosine_restarts schedule* Loss Function weighting: min_snr (Minimum Signal-to-Noise Ratio for SFT/Base stability)* CFG Dropout Ratio: 0.0* Final Training Loss Achievement: Stable plateau reached at ~0.53 Loss per Epoch(Overfitting successfully avoided through low LR fine-tuning)

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