Add HALO Debug Pack - AMD ROCm bf16 diagnostic tools (#2562)

Adds diagnostic nodes for debugging black image issues caused by
numpy's lack of bfloat16 support on AMD ROCm, older NVIDIA cards,
Apple Silicon, and unified memory systems.

Nodes included:
- HALO VAE Decode/Encode (FP32) - forces fp32 to fix bf16 conversion
- HALO Latent Debug - check sampler output for NaN
- HALO Conditioning Debug - check text encoder for NaN
- HALO Model Debug - inspect model dtype

Repository: https://github.com/bkpaine1/halo_pack

Co-authored-by: bkpaine1 <bkpaine1@github.com>
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bkpaine1 2026-02-05 22:22:31 -05:00 committed by GitHub
parent 920d70a26a
commit 971af87529
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@ -43306,6 +43306,17 @@
],
"install_type": "unzip",
"description": "This is a node to convert an image into a CMYK Halftone dot image."
},
{
"author": "bkpaine1",
"title": "HALO Debug Pack",
"id": "halo-pack",
"reference": "https://github.com/bkpaine1/halo_pack",
"files": [
"https://github.com/bkpaine1/halo_pack"
],
"install_type": "git-clone",
"description": "AMD ROCm bf16 diagnostic tools for ComfyUI. Fixes black image issues caused by numpy's lack of bfloat16 support. Includes FP32 VAE decode/encode and debug nodes for latent, conditioning, and model inspection. Useful for AMD Strix Halo, older NVIDIA cards, Apple Silicon, and unified memory systems."
}
]
}