3 Commits

Author	SHA1	Message	Date
Ethanfel	cf74b587ec	Add SageAttention as preferred attention backend when available ... Attention fallback chain: SageAttention (2-5x faster, INT8 quantized) > xformers > PyTorch native SDPA. SageAttention is optional — install with `pip install sageattention` for a speed boost. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-15 00:00:55 +01:00
Ethanfel	5de26d8ead	Add xformers compatibility shim using PyTorch native SDPA ... Avoids requiring xformers installation by shimming xformers.ops.memory_efficient_attention with torch.nn.functional.scaled_dot_product_attention when xformers is not available. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-14 23:58:55 +01:00
Ethanfel	6cf314baf4	Add standalone CLI for memory-efficient video upscaling ... Standalone inference script that works outside ComfyUI — just activate the same Python venv. Streams output frames to ffmpeg so peak RAM stays bounded regardless of video length. Supports video files, image sequences, and single images. Audio is automatically preserved from input videos. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-14 23:46:58 +01:00