| { |
| "fields": [ |
| "quant_format", |
| "comfy_quant", |
| "full_precision_matrix_mult", |
| "scaling_mode", |
| "block_size", |
| "include_input_scale", |
| "convrot", |
| "convrot_group_size", |
| "exclude_layers", |
| "custom_type", |
| "custom_block_size", |
| "custom_scaling_mode", |
| "custom_simple", |
| "custom_heur", |
| "fallback_type", |
| "fallback_block_size", |
| "fallback_simple", |
| "simple", |
| "skip_inefficient_layers", |
| "full_matrix", |
| "calib_samples", |
| "manual_seed", |
| "optimizer", |
| "num_iter", |
| "lr", |
| "lr_schedule", |
| "top_p", |
| "min_k", |
| "max_k", |
| "lr_gamma", |
| "lr_patience", |
| "lr_factor", |
| "lr_min", |
| "lr_cooldown", |
| "lr_threshold", |
| "lr_adaptive_mode", |
| "lr_shape_influence", |
| "lr_threshold_mode", |
| "early_stop_loss", |
| "early_stop_lr", |
| "early_stop_stall", |
| "scale_optimization", |
| "scale_refinement_rounds", |
| "layer_config_path", |
| "layer_config_fullmatch", |
| "verbose", |
| "low_memory", |
| "save_quant_metadata" |
| ], |
| "quality": { |
| "0": { |
| "label": "Custom (manual)", |
| "settings": {} |
| }, |
| "1": { |
| "label": "Fast (Simple Quantization)", |
| "settings": { |
| "calib_samples": 1024, |
| "optimizer": "original", |
| "num_iter": 200, |
| "lr": 0.008077300000003, |
| "lr_schedule": "adaptive", |
| "top_p": 0.02, |
| "min_k": 16, |
| "max_k": 64, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": false, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "^(first|last|tmlp|tproj|txtmlp|img_in|final_layer|time_embed|time_mod_proj)([.]|$)|^(txtfusion|text_fusion)[.]projector([.]|$)", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "F:\\SECourses_Musubi_Trainer_v16\\SECourses_Musubi_Trainer\\model_quantizer_presets\\krea2_fp8_layer_config.json", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "2": { |
| "label": "Normal (Balanced)", |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": false, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "^(first|last|tmlp|tproj|txtmlp|img_in|final_layer|time_embed|time_mod_proj)([.]|$)|^(txtfusion|text_fusion)[.]projector([.]|$)", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "F:\\SECourses_Musubi_Trainer_v16\\SECourses_Musubi_Trainer\\model_quantizer_presets\\krea2_fp8_layer_config.json", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "3": { |
| "label": "High Quality (Slow)", |
| "settings": { |
| "calib_samples": 4096, |
| "optimizer": "prodigy", |
| "num_iter": 6000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.2, |
| "min_k": 256, |
| "max_k": 1536, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": false, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "^(first|last|tmlp|tproj|txtmlp|img_in|final_layer|time_embed|time_mod_proj)([.]|$)|^(txtfusion|text_fusion)[.]projector([.]|$)", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "F:\\SECourses_Musubi_Trainer_v16\\SECourses_Musubi_Trainer\\model_quantizer_presets\\krea2_fp8_layer_config.json", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "4": { |
| "label": "Extreme Quality (Very Slow)", |
| "settings": { |
| "calib_samples": 4096, |
| "optimizer": "prodigy", |
| "num_iter": 6000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.2, |
| "min_k": 256, |
| "max_k": 1536, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": false, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "^(first|last|tmlp|tproj|txtmlp|img_in|final_layer|time_embed|time_mod_proj)([.]|$)|^(txtfusion|text_fusion)[.]projector([.]|$)", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": true, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "F:\\SECourses_Musubi_Trainer_v16\\SECourses_Musubi_Trainer\\model_quantizer_presets\\krea2_fp8_layer_config.json", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "5": { |
| "label": "FP8 Scaled (Tensorwise)", |
| "settings": { |
| "calib_samples": 3072, |
| "optimizer": "prodigy", |
| "num_iter": 3000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.16, |
| "min_k": 128, |
| "max_k": 1024, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": false, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "^(first|last|tmlp|tproj|txtmlp|img_in|final_layer|time_embed|time_mod_proj)([.]|$)|^(txtfusion|text_fusion)[.]projector([.]|$)", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "F:\\SECourses_Musubi_Trainer_v16\\SECourses_Musubi_Trainer\\model_quantizer_presets\\krea2_fp8_layer_config.json", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "6": { |
| "label": "FP8 Compatibility (Tensorwise)", |
| "settings": { |
| "calib_samples": 3072, |
| "optimizer": "prodigy", |
| "num_iter": 2500, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.14, |
| "min_k": 128, |
| "max_k": 1024, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": false, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "^(first|last|tmlp|tproj|txtmlp|img_in|final_layer|time_embed|time_mod_proj)([.]|$)|^(txtfusion|text_fusion)[.]projector([.]|$)", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "F:\\SECourses_Musubi_Trainer_v16\\SECourses_Musubi_Trainer\\model_quantizer_presets\\krea2_fp8_layer_config.json", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "7": { |
| "label": "INT8 Blockwise (QuantOps / Experimental)", |
| "settings": { |
| "calib_samples": 1024, |
| "optimizer": "original", |
| "num_iter": 200, |
| "lr": 0.008077300000003, |
| "lr_schedule": "adaptive", |
| "top_p": 0.02, |
| "min_k": 16, |
| "max_k": 64, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "INT8", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": false, |
| "scaling_mode": "block", |
| "block_size": 128, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": true, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "8": { |
| "label": "INT8 Tensorwise (QuantOps custom / RTX 30xx+)", |
| "settings": { |
| "calib_samples": 512, |
| "optimizer": "original", |
| "num_iter": 120, |
| "lr": 0.008077300000003, |
| "lr_schedule": "adaptive", |
| "top_p": 0.02, |
| "min_k": 16, |
| "max_k": 64, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "INT8", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": false, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": true, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "9": { |
| "label": "INT8 ConvRot Rowwise (QuantOps custom / Best INT8)", |
| "settings": { |
| "calib_samples": 1024, |
| "optimizer": "original", |
| "num_iter": 200, |
| "lr": 0.008077300000003, |
| "lr_schedule": "adaptive", |
| "top_p": 0.02, |
| "min_k": 16, |
| "max_k": 64, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "INT8", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": false, |
| "scaling_mode": "row", |
| "block_size": 128, |
| "convrot": true, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": true, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "10": { |
| "label": "MXFP8 Balanced (QuantOps / Blackwell)", |
| "settings": { |
| "calib_samples": 3072, |
| "optimizer": "prodigy", |
| "num_iter": 3000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.2, |
| "min_k": 128, |
| "max_k": 1280, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "MXFP8 (Microscaling)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "11": { |
| "label": "NVFP4 Balanced (QuantOps / Blackwell)", |
| "settings": { |
| "calib_samples": 4096, |
| "optimizer": "prodigy", |
| "num_iter": 4000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.2, |
| "min_k": 128, |
| "max_k": 1280, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "NVFP4 (FP4 E2M1)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": true, |
| "full_matrix": false, |
| "scale_optimization": "iterative", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "12": { |
| "label": "NVFP4 Z-Image (Aggressive / Expert)", |
| "settings": { |
| "calib_samples": 8192, |
| "optimizer": "prodigy", |
| "num_iter": 12000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.2, |
| "min_k": 256, |
| "max_k": 2048, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "NVFP4 (FP4 E2M1)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "iterative", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": 42, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| } |
| }, |
| "models": { |
| "0": { |
| "label": "Anima (Base/Turbo)", |
| "value": "anima", |
| "preset_value": "FP8 Compatibility (Tensorwise)", |
| "filters": [ |
| "anima" |
| ], |
| "settings": { |
| "calib_samples": 3072, |
| "optimizer": "prodigy", |
| "num_iter": 2500, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.14, |
| "min_k": 128, |
| "max_k": 1024, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "1": { |
| "label": "Boogu-Image", |
| "value": "boogu", |
| "preset_value": "INT8 Blockwise (QuantOps / Experimental)", |
| "filters": [], |
| "settings": { |
| "calib_samples": 1024, |
| "optimizer": "original", |
| "num_iter": 200, |
| "lr": 0.008077300000003, |
| "lr_schedule": "adaptive", |
| "top_p": 0.02, |
| "min_k": 16, |
| "max_k": 64, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "INT8", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": false, |
| "scaling_mode": "block", |
| "block_size": 128, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "(image_index_embedding|ref_image_patch_embedder)", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": true, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "2": { |
| "label": "ERNIE Image", |
| "value": "ernie_image", |
| "preset_value": "FP8 Scaled (Tensorwise)", |
| "filters": [], |
| "settings": { |
| "calib_samples": 3072, |
| "optimizer": "prodigy", |
| "num_iter": 3000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.16, |
| "min_k": 128, |
| "max_k": 1024, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "(time_embedding|adaLN_modulation|final_linear|final_norm|x_embedder|layers[.]0[.]self_attention|layers[.]0[.]mlp.gate_proj|layers[.]0[.]mlp[.]up_proj|text_proj)", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "3": { |
| "label": "FLUX.1", |
| "value": "flux1", |
| "preset_value": "FP8 Scaled (Tensorwise)", |
| "filters": [], |
| "settings": { |
| "calib_samples": 3072, |
| "optimizer": "prodigy", |
| "num_iter": 3000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.16, |
| "min_k": 128, |
| "max_k": 1024, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true, |
| "include_input_scale": true |
| } |
| }, |
| "4": { |
| "label": "FLUX.2", |
| "value": "flux2", |
| "preset_value": "Normal (Balanced)", |
| "filters": [ |
| "flux2" |
| ], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "5": { |
| "label": "Hunyuan Video 1.5", |
| "value": "hunyuan", |
| "preset_value": "Normal (Balanced)", |
| "filters": [ |
| "hunyuan" |
| ], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "6": { |
| "label": "Krea 2 (Raw/Turbo)", |
| "value": "krea2", |
| "preset_value": "Normal (Balanced)", |
| "filters": [], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": false, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "^(first|last|tmlp|tproj|txtmlp|img_in|final_layer|time_embed|time_mod_proj)([.]|$)|^(txtfusion|text_fusion)[.]projector([.]|$)", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "F:\\SECourses_Musubi_Trainer_v16\\SECourses_Musubi_Trainer\\model_quantizer_presets\\krea2_fp8_layer_config.json", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "7": { |
| "label": "LTX (2 / 2.3)", |
| "value": "ltxv2", |
| "preset_value": "FP8 Compatibility (Tensorwise)", |
| "filters": [ |
| "ltxv2" |
| ], |
| "settings": { |
| "calib_samples": 3072, |
| "optimizer": "prodigy", |
| "num_iter": 2500, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.14, |
| "min_k": 128, |
| "max_k": 1024, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "8": { |
| "label": "Microsoft LENS", |
| "value": "lens", |
| "preset_value": "Normal (Balanced)", |
| "filters": [ |
| "lens" |
| ], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "9": { |
| "label": "Qwen Image / Edit (2509, 2511, 2512)", |
| "value": "qwen", |
| "preset_value": "FP8 Scaled (Tensorwise)", |
| "filters": [ |
| "qwen" |
| ], |
| "settings": { |
| "calib_samples": 3072, |
| "optimizer": "prodigy", |
| "num_iter": 3000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.16, |
| "min_k": 128, |
| "max_k": 1024, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "10": { |
| "label": "WAN (2.1 / 2.2)", |
| "value": "wan", |
| "preset_value": "FP8 Scaled (Tensorwise)", |
| "filters": [ |
| "wan" |
| ], |
| "settings": { |
| "calib_samples": 3072, |
| "optimizer": "prodigy", |
| "num_iter": 3000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.16, |
| "min_k": 128, |
| "max_k": 1024, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "11": { |
| "label": "Z-Image", |
| "value": "zimage", |
| "preset_value": "FP8 Compatibility (Tensorwise)", |
| "filters": [ |
| "zimage" |
| ], |
| "settings": { |
| "calib_samples": 3072, |
| "optimizer": "prodigy", |
| "num_iter": 2500, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.14, |
| "min_k": 128, |
| "max_k": 1024, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "12": { |
| "label": "Z-Image Refiner", |
| "value": "zimage_refiner", |
| "preset_value": "FP8 Compatibility (Tensorwise)", |
| "filters": [ |
| "zimage_refiner" |
| ], |
| "settings": { |
| "calib_samples": 3072, |
| "optimizer": "prodigy", |
| "num_iter": 2500, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.14, |
| "min_k": 128, |
| "max_k": 1024, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "13": { |
| "label": "distillation_large", |
| "value": "distillation_large", |
| "preset_value": "Normal (Balanced)", |
| "filters": [ |
| "distillation_large" |
| ], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "14": { |
| "label": "distillation_small", |
| "value": "distillation_small", |
| "preset_value": "Normal (Balanced)", |
| "filters": [ |
| "distillation_small" |
| ], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "15": { |
| "label": "FLUX 2 Klein Models", |
| "value": "flux_klein", |
| "preset_value": "Normal (Balanced)", |
| "filters": [], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "16": { |
| "label": "Generic Text Encoder", |
| "value": "generic_text", |
| "preset_value": "Normal (Balanced)", |
| "filters": [ |
| "generic_text" |
| ], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "17": { |
| "label": "mistral", |
| "value": "mistral", |
| "preset_value": "Normal (Balanced)", |
| "filters": [ |
| "mistral" |
| ], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "18": { |
| "label": "nerf_large", |
| "value": "nerf_large", |
| "preset_value": "Normal (Balanced)", |
| "filters": [ |
| "nerf_large" |
| ], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "19": { |
| "label": "nerf_small", |
| "value": "nerf_small", |
| "preset_value": "Normal (Balanced)", |
| "filters": [ |
| "nerf_small" |
| ], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "20": { |
| "label": "Qwen2.5 Text/Multimodal", |
| "value": "qwen35", |
| "preset_value": "Normal (Balanced)", |
| "filters": [ |
| "generic_text", |
| "qwen35" |
| ], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "21": { |
| "label": "radiance", |
| "value": "radiance", |
| "preset_value": "Normal (Balanced)", |
| "filters": [ |
| "radiance" |
| ], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| }, |
| "22": { |
| "label": "T5-XXL", |
| "value": "t5xxl", |
| "preset_value": "Normal (Balanced)", |
| "filters": [ |
| "t5xxl" |
| ], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true, |
| "include_input_scale": true |
| } |
| }, |
| "23": { |
| "label": "visual", |
| "value": "visual", |
| "preset_value": "Normal (Balanced)", |
| "filters": [ |
| "visual" |
| ], |
| "settings": { |
| "calib_samples": 2048, |
| "optimizer": "prodigy", |
| "num_iter": 2000, |
| "lr": 1.0, |
| "lr_schedule": "plateau", |
| "top_p": 0.12, |
| "min_k": 128, |
| "max_k": 896, |
| "lr_gamma": 0.99, |
| "lr_patience": 1, |
| "lr_factor": 0.95, |
| "lr_min": 1e-08, |
| "lr_cooldown": 0, |
| "lr_threshold": 0.0, |
| "lr_adaptive_mode": "simple-reset", |
| "lr_shape_influence": 1.0, |
| "lr_threshold_mode": "rel", |
| "early_stop_loss": 5e-09, |
| "early_stop_lr": 1.01e-08, |
| "early_stop_stall": 2000, |
| "quant_format": "FP8 (E4M3)", |
| "comfy_quant": true, |
| "full_precision_matrix_mult": true, |
| "scaling_mode": "tensor", |
| "block_size": null, |
| "convrot": false, |
| "convrot_group_size": 256, |
| "exclude_layers": "", |
| "custom_type": null, |
| "custom_block_size": null, |
| "custom_scaling_mode": null, |
| "custom_simple": false, |
| "custom_heur": false, |
| "fallback_type": null, |
| "fallback_block_size": null, |
| "fallback_simple": false, |
| "simple": false, |
| "skip_inefficient_layers": false, |
| "full_matrix": false, |
| "scale_optimization": "fixed", |
| "scale_refinement_rounds": 1, |
| "layer_config_path": "", |
| "layer_config_fullmatch": false, |
| "manual_seed": -1, |
| "verbose": "NORMAL", |
| "low_memory": true, |
| "save_quant_metadata": true |
| } |
| } |
| }, |
| "known_filters": [ |
| "anima", |
| "distillation_large", |
| "distillation_small", |
| "flux2", |
| "generic_text", |
| "hunyuan", |
| "lens", |
| "ltxv2", |
| "mistral", |
| "nerf_large", |
| "nerf_small", |
| "qwen", |
| "qwen35", |
| "radiance", |
| "t5xxl", |
| "visual", |
| "wan", |
| "zimage", |
| "zimage_refiner" |
| ] |
| } |
