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SD Forge Compressor

This is an Extension for Forge Neo, which quantizes / casts models into different format / dtype to reduce memory usage and save disk space

Tip

  • Use the Cast section to cast an arbitrary model (e.g. ControlNet) into dtype
  • Use the Quantize section to quantize a diffusion model into format

Note

Supported Formats: fp8_scaled / nvfp4 / mxfp8 / int8_tensorwise / convrot_w4a4 / asym_w4a8_int8

Important

Supported Inputs: fp32 / fp16 / bf16 / fp8_scaled

Warning

This Extension does not include per-model config ; quality may not match other dedicated tools

Caution

This Extension is currently Experimental ; use at your own risk


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An Extension for Forge Webui that quantizes Models

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