Mature Female

天啊，我受够了这些模型无法正确表达15到65岁之间的年龄范围。它们似乎只知道“10岁”、“15岁”、“15岁但胸部大得离谱”，还有“基本上像葡萄干的老奶奶”。

这个LoRA旨在让你能够生成真正看起来像成年女性的图像。未经修改时，Illustrious似乎认为“成熟女性”只是指“夸张的身材比例”，所以我专注于成熟面部特征，而不仅仅是巨大的胸部，因为与动漫告诉你的相反，并非所有成年女性都有F罩杯。

版本3信息：

关键词是“mtrfem”。这是我尝试的新方法：该概念是基于一个全新的标记进行训练，而不是修改现有的“成熟女性”术语。问题在于，“成熟女性”这个词包含了许多与年龄无关的其他偏见和联想，因此它往往会过度改变角色特征。希望这个新关键词能改善这一点。你只需单独使用“1girl, mtrfem”就能轻松让任何角色变得成熟，且副作用极小。

你仍可像往常一样使用所有其他常规修饰词——如曲线美、丰满、阴毛、大胸等——或完全不使用。还有一个次要关键词“mtrolder”，原本用于生成看起来超过50岁的女性，但效果并不稳定。它能让角色看起来没那么亮泽、少点妆感，增加一些磨损和粗糙的质感，可能适合某些风格。欢迎自由尝试。

如果你不介意增加一些额外的偏见，将“mtrfem”与“成熟女性”结合使用，据我观察，能产生更强烈且更精准的效果。

与版本1/2一样，如果你只想强行突破任何问题，可以将强度调高到1以上。我试过最高到2，仍然能生成相当连贯的图像。

V3的详细参数如下。一如既往，欢迎随时联系我，询问有关模型或训练过程的任何问题。

{
  "LoRA_type": "Standard",
  "LyCORIS_preset": "full",
  "adaptive_noise_scale": 0,
  "additional_parameters": "--log_prefix=mtrfem",
  "async_upload": false,
  "block_alphas": "",
  "block_dims": "",
  "block_lr_zero_threshold": "",
  "bucket_no_upscale": false,
  "bucket_reso_steps": 32,
  "bypass_mode": false,
  "cache_latents": true,
  "cache_latents_to_disk": true,
  "caption_dropout_every_n_epochs": 0,
  "caption_dropout_rate": 0,
  "caption_extension": ".txt",
  "clip_skip": 2,
  "color_aug": false,
  "constrain": 0,
  "conv_alpha": 4,
  "conv_block_alphas": "",
  "conv_block_dims": "",
  "conv_dim": 4,
  "dataset_config": "",
  "debiased_estimation_loss": false,
  "decompose_both": false,
  "dim_from_weights": false,
  "dora_wd": false,
  "down_lr_weight": "",
  "dynamo_backend": "no",
  "dynamo_mode": "default",
  "dynamo_use_dynamic": false,
  "dynamo_use_fullgraph": false,
  "enable_bucket": true,
  "epoch": 0,
  "extra_accelerate_launch_args": "",
  "factor": -1,
  "flip_aug": true,
  "fp8_base": false,
  "full_bf16": false,
  "full_fp16": false,
  "gpu_ids": "",
  "gradient_accumulation_steps": 1,
  "gradient_checkpointing": true,
  "huber_c": 0.1,
  "huber_schedule": "snr",
  "huggingface_path_in_repo": "",
  "huggingface_repo_id": "",
  "huggingface_repo_type": "",
  "huggingface_repo_visibility": "",
  "huggingface_token": "",
  "ip_noise_gamma": 0,
  "ip_noise_gamma_random_strength": false,
  "keep_tokens": 1,
  "learning_rate": 0.0001,
  "log_tracker_config": "",
  "log_tracker_name": "",
  "log_with": "tensorboard",
  "logging_dir": "D:/Coding/kohya_ss/logs",
  "loss_type": "huber",
  "lr_scheduler": "cosine",
  "lr_scheduler_args": "",
  "lr_scheduler_num_cycles": 1,
  "lr_scheduler_power": 1,
  "lr_warmup": 0,
  "main_process_port": 0,
  "masked_loss": false,
  "max_bucket_reso": 2048,
  "max_data_loader_n_workers": 0,
  "max_grad_norm": 1,
  "max_resolution": "1024,1024",
  "max_timestep": 1000,
  "max_token_length": 150,
  "max_train_epochs": 12,
  "max_train_steps": 0,
  "mem_eff_attn": false,
  "metadata_author": "restlessboy",
  "metadata_description": "",
  "metadata_license": "",
  "metadata_tags": "mtrfem, mtr_middleage, curvy, large breasts, plump, pubic hair, nude",
  "metadata_title": "mature female",
  "mid_lr_weight": "",
  "min_bucket_reso": 64,
  "min_snr_gamma": 0,
  "min_timestep": 0,
  "mixed_precision": "fp16",
  "model_list": "custom",
  "module_dropout": 0.1,
  "multi_gpu": false,
  "multires_noise_discount": 0,
  "multires_noise_iterations": 0,
  "network_alpha": 16,
  "network_dim": 16,
  "network_dropout": 0.1,
  "network_weights": "",
  "noise_offset": 0.0357,
  "noise_offset_random_strength": false,
  "noise_offset_type": "Original",
  "num_cpu_threads_per_process": 2,
  "num_machines": 1,
  "num_processes": 1,
  "optimizer": "AdamW",
  "optimizer_args": "",
  "output_dir": "D:/Coding/kohya_ss/outputs/model",
  "output_name": "mtrfem",
  "persistent_data_loader_workers": false,
  "pretrained_model_name_or_path": "D:/ai-models/Illustrious-v1",
  "prior_loss_weight": 1,
  "random_crop": false,
  "rank_dropout": 0.1,
  "rank_dropout_scale": false,
  "reg_data_dir": "",
  "rescaled": false,
  "resume": "",
  "resume_from_huggingface": "",
  "sample_every_n_epochs": 0,
  "sample_every_n_steps": 200,
  "sample_prompts": "masterpiece, best quality, 1girl, mtrfem --w 1024 --h 1024 --d 70 --l 6.0 --s 20 --n worst quality, lowres, 3d\nmasterpiece, best quality, 1girl, mtrfem, nude --w 1024 --h 1024 --d 71 --l 6.0 --s 20 --n worst quality, lowres, 3d\nmasterpiece, best quality, 1girl, mtrfem, bikini, pubic hair peek --w 1024 --h 1024 --d 72 --l 6.0 --s 20 --n worst quality, lowres, 3d",
  "sample_sampler": "euler_a",
  "save_every_n_epochs": 0,
  "save_every_n_steps": 0,
  "save_last_n_steps": 0,
  "save_last_n_steps_state": 0,
  "save_model_as": "safetensors",
  "save_precision": "fp16",
  "save_state": false,
  "save_state_on_train_end": false,
  "save_state_to_huggingface": false,
  "scale_v_pred_loss_like_noise_pred": false,
  "scale_weight_norms": 1,
  "sdxl": true,
  "sdxl_cache_text_encoder_outputs": false,
  "sdxl_no_half_vae": true,
  "seed": 7,
  "shuffle_caption": true,
  "stop_text_encoder_training_pct": 0,
  "text_encoder_lr": null,
  "train_batch_size": 2,
  "train_data_dir": "D:/Coding/kohya_ss/dataset/img",
  "train_norm": false,
  "train_on_input": false,
  "training_comment": "trigger: mtrfem",
  "unet_lr": null,
  "unit": 1,
  "up_lr_weight": "",
  "use_cp": false,
  "use_scalar": false,
  "use_tucker": false,
  "v2": false,
  "v_parameterization": false,
  "v_pred_like_loss": 0,
  "vae": "",
  "vae_batch_size": 0,
  "wandb_api_key": "",
  "wandb_run_name": "",
  "weighted_captions": false,
  "xformers": "xformers"
}