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https://github.com/vladmandic/automatic
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Cleanup
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@@ -223,7 +223,7 @@ As of this release, default backend is set to **diffusers** as its more feature
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- fix lock-ups at very high resolutions
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- **OpenVINO**, thanks @disty0
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- **quantization support with NNCF**
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run 8 bit directly on your GPU without autocast
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run 8 bit directly without autocast
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enable *OpenVINO Quantize Models with NNCF* from *Compute Settings*
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- **4-bit support with NNCF**
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enable *Compress Model weights with NNCF* from *Compute Settings* and set a 4-bit NNCF mode
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@@ -379,7 +379,7 @@ options_templates.update(options_section(('cuda', "Compute Settings"), {
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"openvino_sep": OptionInfo("<h2>OpenVINO</h2>", "", gr.HTML, {"visible": cmd_opts.use_openvino}),
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"openvino_devices": OptionInfo([], "OpenVINO devices to use", gr.CheckboxGroup, {"choices": get_openvino_device_list() if cmd_opts.use_openvino else [], "visible": cmd_opts.use_openvino}),
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"nncf_quantize": OptionInfo([], "OpenVINO Quantize Models with NNCF", gr.CheckboxGroup, {"choices": ["Model", "VAE", "Text Encoder"], "visible": cmd_opts.use_openvino}),
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"nncf_quant_mode": OptionInfo("INT8", "OpenVINO Quantization Mode with NNCF", gr.Radio, {"choices": ['INT8', 'FP8_E4M3', 'FP8_E5M2'], "visible": cmd_opts.use_openvino}),
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"nncf_quant_mode": OptionInfo("INT8", "OpenVINO quantization mode for NNCF", gr.Radio, {"choices": ['INT8', 'FP8_E4M3', 'FP8_E5M2'], "visible": cmd_opts.use_openvino}),
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"nncf_compress_weights_mode": OptionInfo("INT8", "OpenVINO compress mode for NNCF", gr.Radio, {"choices": ['INT8', 'INT8_SYM', 'INT4_ASYM', 'INT4_SYM', 'NF4'], "visible": cmd_opts.use_openvino}),
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"nncf_compress_weights_raito": OptionInfo(1.0, "OpenVINO compress ratio for NNCF", gr.Slider, {"minimum": 0, "maximum": 1, "step": 0.01, "visible": cmd_opts.use_openvino}),
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"openvino_disable_model_caching": OptionInfo(False, "OpenVINO disable model caching", gr.Checkbox, {"visible": cmd_opts.use_openvino}),
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