BoneMemory: Universal Async Core for AI-Toolkit. The hardware-agnostic VRAM manager for every model: Image, Video, and Audio. Whether you’re training a Rank 16 LoRA on an entry-level GPU or pushing Rank 1024 on an RTX 4090, BoneMemory eliminates memory bottlenecks. Architecture that makes any hardware punch above its weight. Zero OOM.
python flux cuda pytorch memory-management oom-fix video-generation ai-toolkit flux2 audio-generation hardware-agnostic sdxl lora-training vram-optimization ostris bonememory async-cuda sub-linear-scaling rank-1024
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Updated
May 11, 2026 - Python