ComfyUI FP8 checkpoints

This repository provides ComfyUI-ready checkpoints derived from the official Microsoft Mage-Flow-Edit and Mage-Flow-Edit-Turbo weights.

Mage-Flow is not currently supported by official ComfyUI. To load and run these checkpoints, use the custom nodes and workflows from starsFriday/ComfyUI-MageFlow.

File	Component	Recommended settings
`mage_flow_edit_fp8_e4m3fn_scaled.safetensors`	Mage-Flow-Edit transformer, scaled FP8 weights	30 steps, CFG 5.0, Euler, simple
`mage_flow_edit_turbo_fp8_e4m3fn_scaled.safetensors`	Mage-Flow-Edit-Turbo transformer, scaled FP8 weights	4 steps, CFG 1.0, Euler, simple
`qwen3vl_4b_fp8_scaled.safetensors`	Qwen3-VL 4B text encoder, scaled FP8 weights	Use the Mage-Flow prompt template
`flux2-vae.safetensors`	Flux2 VAE	Recommended for the current ComfyUI workflow
`mage_vae_bf16.safetensors`	Original Mage-VAE in BF16	Included for compatibility; see the warning below

The FP8 transformer files use scaled FP8 weight storage with BF16/full-precision matrix multiplication. In the ComfyUI model loader, select weight_dtype = bf16; activation-quantized fast FP8 matrix multiplication can make the four-step Turbo checkpoint collapse into structured noise.

[!WARNING] The official Mage VAE currently produces garbled or noise-like decoded images in this ComfyUI workflow. Use flux2-vae.safetensors for normal image decoding. mage_vae_bf16.safetensors is retained as the original BF16 reference checkpoint.

ComfyUI custom nodes

Use the workflows and loader/conditioning nodes from:

starsFriday/ComfyUI-MageFlow

Install the node package under ComfyUI/custom_nodes and place the downloaded files as follows:

ComfyUI/
├── custom_nodes/
│   └── ComfyUI-MageFlow/
└── models/
    ├── diffusion_models/
    │   ├── mage_flow_edit_fp8_e4m3fn_scaled.safetensors
    │   └── mage_flow_edit_turbo_fp8_e4m3fn_scaled.safetensors
    ├── text_encoders/
    │   └── qwen3vl_4b_fp8_scaled.safetensors
    └── vae/
        ├── flux2-vae.safetensors
        └── mage_vae_bf16.safetensors

Restart ComfyUI after installing or replacing the files so its node and model caches are refreshed.

starsfriday/Mage-Flow-Edit-FP8

ComfyUI FP8 checkpoints

ComfyUI custom nodes