Скачать или смотреть I Fixed HeartMuLa’s Memory Leak! 5 Minute AI Songs on 12GB VRAM (full BF16 tested)

Stop crashing! I modded my HeartMuLa ComfyUI nodes to fix the massive VRAM spikes and "zombie memory" leaks. In this video, I showcase a full 5-minute radio-length track generated in BF16 on a mid-range GPU (RTX 3080 12GB). No OOM. No crashes. No quality loss. Just pure bf16 performance.
TAGS: #HeartMuLa #ComfyUI #AIMusic #VRAMFix #BF16

Workflow: https://drive.google.com/file/d/1OtrP...
Node Pack: https://drive.google.com/file/d/1vcCu...

Buy me a tiny small cup of hot coffee 😊https://buymeacoffee.com/jackie_there...

📝 Editing Notes

Software Used:
All images and videos are fully generated and edited using ComfyUI (locally on my PC).
Images and Videos are enhanced (if any) only in ComfyUI.
AI Models:
100% self-hosted models (no cloud services used). Models include text-to-image, image-to-video, and video enhancement pipelines.

Hardware Setup:
Locally generated on my own GPUs and CPUs, without outsourcing or third-party AI services.
#1
CPU: Intel i5 12400f
RAM: 96GB
GPU-1: RTX 3090 OC 24GB
GPU-2: RTX 5060 Ti 16GB
GPU-3: RTX 3080 OC 12GB
#2
CPU: Intel i5 14600k
RAM: 48GB
GPU-1: iGPU
GPU-2: RTX 3080 OC 12GB

Workflow Style:
Image creation (T2I / I2I) → Video generation (T2V) → Video enhancement/upscaling → Final editing.
No copyrighted or external stock content is included.

Editing Process:
Raw AI-generated clips combined, trimmed, and color-balanced.
Upscaling and enhancement applied for higher clarity.
Sound/music (if present) is original or properly licensed.

Ethics & Transparency:
All media shown is AI-generated by me using ComfyUI.
No scraping of copyrighted material.
Shared for educational, creative, and entertainment purposes.

Disclaimer:
These visuals are AI-generated concepts and not real footage. They represent experimentation with local generative workflows.