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  - **fast-illustrious gguf** was quantized from **fp8** scaled safetensors while **illustrious gguf** was quantized from the original **bf16** (this is just an attempt to test: is it true? the trimmed model with 50% tensors lesser really load faster? please test it yourself; btw, some models might have their unique structure/feature affecting the loader performance, never one size fits all)
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  - fp8 scaled file works fine in this model; including vae and clips
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  - good to run on old machines, i.e., 9xx series or before (legacy mode [--disable-cuda-malloc --lowvram] supported); compatible with the new gguf-node
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- - **disclaimer**: some models (original files) are provided by someone else and we might not easily spot out the creator/contributor(s) behind, unless it was specified in the source; rather let it blank or anonymous/unnamed/unknown; if it is your work, do let us know; we will address it back properly and probably; thanks for everything
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  ### **reference**
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  - wai [creator](https://civitai.com/user/WAI0731)
 
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  - **fast-illustrious gguf** was quantized from **fp8** scaled safetensors while **illustrious gguf** was quantized from the original **bf16** (this is just an attempt to test: is it true? the trimmed model with 50% tensors lesser really load faster? please test it yourself; btw, some models might have their unique structure/feature affecting the loader performance, never one size fits all)
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  - fp8 scaled file works fine in this model; including vae and clips
55
  - good to run on old machines, i.e., 9xx series or before (legacy mode [--disable-cuda-malloc --lowvram] supported); compatible with the new gguf-node
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+ - **disclaimer**: some models (original files) are provided by someone else and we might not easily spot out the creator/contributor(s) behind, unless it was specified in the source; rather let it blank instead of anonymous/unnamed/unknown; if it is your work, do let us know; we will address it back properly and probably; thanks for everything
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  ### **reference**
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  - wai [creator](https://civitai.com/user/WAI0731)