Bouguereau Style NOOB
关于此版本
{
"LoRA_type": "LyCORIS/LoCon",
"LyCORIS_preset": "full",
"adaptive_noise_scale": 0,
"additional_parameters": "",
"async_upload": false,
"block_alphas": "",
"block_dims": "",
"block_lr_zero_threshold": "",
"bucket_no_upscale": true,
"bucket_reso_steps": 64,
"bypass_mode": false,
"cache_latents": false,
"cache_latents_to_disk": false,
"caption_dropout_every_n_epochs": 0,
"caption_dropout_rate": 0,
"caption_extension": ".txt",
"clip_skip": 0,
"color_aug": false,
"constrain": 0,
"conv_alpha": 8,
"conv_block_alphas": "",
"conv_block_dims": "",
"conv_dim": 16,
"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": 10,
"extra_accelerate_launch_args": "",
"factor": -1,
"flip_aug": false,
"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": 0.1,
"ip_noise_gamma_random_strength": false,
"keep_tokens": 0,
"learning_rate": 1,
"log_tracker_config": "",
"log_tracker_name": "",
"log_with": "tensorboard",
"logging_dir": "/root/autodl-tmp/output",
"loss_type": "l2",
"lr_scheduler": "cosine",
"lr_scheduler_args": "",
"lr_scheduler_num_cycles": 1,
"lr_scheduler_power": 1,
"lr_warmup": 1,
"main_process_port": 0,
"masked_loss": false,
"max_bucket_reso": 4096,
"max_data_loader_n_workers": 0,
"max_grad_norm": 1,
"max_resolution": "1024,1024",
"max_timestep": 1000,
"max_token_length": 225,
"max_train_epochs": 0,
"max_train_steps": 0,
"mem_eff_attn": false,
"metadata_author": "",
"metadata_description": "",
"metadata_license": "",
"metadata_tags": "",
"metadata_title": "",
"mid_lr_weight": "",
"min_bucket_reso": 1024,
"min_snr_gamma": 5,
"min_timestep": 0,
"mixed_precision": "bf16",
"model_list": "custom",
"module_dropout": 0,
"multi_gpu": false,
"multires_noise_discount": 0.1,
"multires_noise_iterations": 6,
"network_alpha": 16,
"network_dim": 32,
"network_dropout": 0,
"network_weights": "",
"noise_offset": 0,
"noise_offset_random_strength": false,
"noise_offset_type": "Multires",
"num_cpu_threads_per_process": 2,
"num_machines": 1,
"num_processes": 1,
"optimizer": "Prodigy",
"optimizer_args": "\"weight_decay=0.01\" \"d_coef=0.8\" \"use_bias_correction=True\" \"safeguard_warmup=True\" \"betas=0.9,0.99\" \"decouple=True\"",
"output_dir": "/root/autodl-tmp/output",
"output_name": "oilpainting_IL-NOOB0.65S-V-PRED_V2_dim32",
"persistent_data_loader_workers": false,
"pretrained_model_name_or_path": "/root/autodl-tmp/noobaiXLNAIXL_vPred065SVersion.safetensors",
"prior_loss_weight": 1,
"random_crop": false,
"rank_dropout": 0,
"rank_dropout_scale": false,
"reg_data_dir": "",
"rescaled": false,
"resume": "",
"resume_from_huggingface": "",
"sample_every_n_epochs": 1,
"sample_every_n_steps": 0,
"sample_prompts": "1girl, solo, long hair, futanari, huge penis, testicles, nude, masterpiece, best quality, amazing quality, highres, absurdres --n oldest, old, worst quality, low quality, normal quality, bad anatomy, cropped, deformed, multiple views, bad hands, bad proportions, multiple legs, censored, mosaic censoring, bar censor, signature, watermark, username, lowres, scan artifacts, jpeg artifacts, text, manga, comic, sketch, unfinished, game cg, --w 768 --h 1024",
"sample_sampler": "euler",
"save_every_n_epochs": 1,
"save_every_n_steps": 0,
"save_last_n_steps": 0,
"save_last_n_steps_state": 0,
"save_model_as": "safetensors",
"save_precision": "bf16",
"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": 0,
"sdxl": true,
"sdxl_cache_text_encoder_outputs": false,
"sdxl_no_half_vae": true,
"seed": 31337,
"shuffle_caption": true,
"stop_text_encoder_training_pct": 0,
"text_encoder_lr": 1,
"train_batch_size": 2,
"train_data_dir": "/root/autodl-tmp/merge/oilpainting_V2",
"train_norm": false,
"train_on_input": true,
"training_comment": "",
"unet_lr": 1,
"unit": 1,
"up_lr_weight": "",
"use_cp": false,
"use_scalar": false,
"use_tucker": false,
"v2": false,
"v_parameterization": true,
"v_pred_like_loss": 0,
"vae": "/root/kohya_ss/models/sdxl_vae_fp16fix.safetensors",
"vae_batch_size": 0,
"wandb_api_key": "",
"wandb_run_name": "",
"weighted_captions": false,
"xformers": "xformers"
}
模型描述
NOOB V-PRED V4
基于 NOOB V-PRED 1.0 训练,参数有所改进。有关此版本的训练详情,请参见相关说明。
NOOB V-PRED V3
基于 NOOB V-PRED 1.0 训练。有关此版本的训练详情,请参见相关说明。
经过一些实验,我发现 V2 中的改进实际上是训练不足的表现。布格罗的画作并没有如此高饱和度的颜色,因此我调整了训练参数,将 minSNR 降低至 1,以最大化捕捉艺术风格。这导致了一些肢体扭曲,但我认为仍然可以接受。
NOOB V-PRED V2
基于 NOOB V-PRED 1.0 使用 OneTrainer 训练。有关此版本的训练详情,请参见相关说明。色彩和提示响应性更好。
简介
一款用于生成布格罗风格的 Lycoris 模型,基于 NOOB V0.65S 训练。其 OUT00-11 模块构成了 opnmf 风格融合的基础。生成时请使用写实风格和油画(medium)。
优点
- 风格生成效果良好
缺点
肢体扭曲
眼睛模糊







