Bouguereau Style NOOB
Download Files
About this version
{
"LoRA_type": "LyCORIS/LoCon",
"LyCORIS_preset": "full",
"adaptive_noise_scale": 0,
"additional_parameters": "--zero_terminal_snr",
"ae": "",
"apply_t5_attn_mask": false,
"async_upload": false,
"block_alphas": "",
"block_dims": "",
"block_lr_zero_threshold": "",
"blocks_to_swap": 0,
"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_g": "",
"clip_g_dropout_rate": 0,
"clip_l": "",
"clip_skip": 0,
"color_aug": false,
"constrain": 0,
"conv_alpha": 8,
"conv_block_alphas": "",
"conv_block_dims": "",
"conv_dim": 16,
"cpu_offload_checkpointing": false,
"dataset_config": "",
"debiased_estimation_loss": false,
"decompose_both": false,
"dim_from_weights": false,
"discrete_flow_shift": 3,
"dora_wd": false,
"double_blocks_to_swap": 0,
"down_lr_weight": "",
"dynamo_backend": "no",
"dynamo_mode": "default",
"dynamo_use_dynamic": false,
"dynamo_use_fullgraph": false,
"enable_all_linear": false,
"enable_bucket": true,
"epoch": 10,
"extra_accelerate_launch_args": "",
"factor": -1,
"flip_aug": false,
"flux1_cache_text_encoder_outputs": false,
"flux1_cache_text_encoder_outputs_to_disk": false,
"flux1_checkbox": false,
"fp8_base": false,
"fp8_base_unet": false,
"full_bf16": false,
"full_fp16": false,
"gpu_ids": "",
"gradient_accumulation_steps": 1,
"gradient_checkpointing": true,
"guidance_scale": 3.5,
"highvram": false,
"huber_c": 0.1,
"huber_scale": 1,
"huber_schedule": "snr",
"huggingface_path_in_repo": "",
"huggingface_repo_id": "",
"huggingface_repo_type": "",
"huggingface_repo_visibility": "",
"huggingface_token": "",
"img_attn_dim": "",
"img_mlp_dim": "",
"img_mod_dim": "",
"in_dims": "",
"ip_noise_gamma": 0.1,
"ip_noise_gamma_random_strength": false,
"keep_tokens": 0,
"learning_rate": 1,
"log_config": false,
"log_tracker_config": "",
"log_tracker_name": "",
"log_with": "tensorboard",
"logging_dir": "/root/autodl-tmp/outputs",
"logit_mean": 0,
"logit_std": 1,
"loraplus_lr_ratio": 0,
"loraplus_text_encoder_lr_ratio": 0,
"loraplus_unet_lr_ratio": 0,
"loss_type": "l2",
"lowvram": false,
"lr_scheduler": "cosine",
"lr_scheduler_args": "",
"lr_scheduler_num_cycles": 1,
"lr_scheduler_power": 1,
"lr_scheduler_type": "",
"lr_warmup": 0,
"lr_warmup_steps": 0,
"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,
"mem_eff_save": false,
"metadata_author": "",
"metadata_description": "",
"metadata_license": "",
"metadata_tags": "",
"metadata_title": "",
"mid_lr_weight": "",
"min_bucket_reso": 1024,
"min_snr_gamma": 1,
"min_timestep": 0,
"mixed_precision": "bf16",
"mode_scale": 1.29,
"model_list": "custom",
"model_prediction_type": "sigma_scaled",
"module_dropout": 0,
"multi_gpu": false,
"multires_noise_discount": 0.1,
"multires_noise_iterations": 6,
"network_alpha": 16,
"network_dim": 32,
"network_dropout": 0.1,
"network_weights": "",
"noise_offset": 0,
"noise_offset_random_strength": false,
"noise_offset_type": "Original",
"num_cpu_threads_per_process": 2,
"num_machines": 1,
"num_processes": 1,
"optimizer": "Prodigy",
"optimizer_args": "\"weight_decay=0\" \"d_coef=1\" \"use_bias_correction=True\" \"safeguard_warmup=True\" \"betas=0.9,0.999\" \"decouple=True\"",
"output_dir": "/root/autodl-tmp/outputs",
"output_name": "oilpainting-NOOB-VPRED1.0-V1-locon-dim32alpha16-drop0.1-SNR1",
"persistent_data_loader_workers": false,
"pos_emb_random_crop_rate": 0,
"pretrained_model_name_or_path": "/root/kohya_ss/models/noobaiXLNAIXL_vPred10Version.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, breasts, brown hair, navel, medium breasts, nipples, standing, closed eyes, nude, small breasts, outdoors, sky, pussy, day, cloud, signature, water, hair bun, pubic hair, completely nude, uncensored, bird, ocean, beach, female pubic hair, single hair bun, wading, realistic, waves, oil painting \\(medium\\), masterpiece, absurdres --n worst quality, low quality, old, lowres, bad anatomy, bad hands, multiple views, text, signature, watermark, logo, username, mammal, anthro, furry, ambiguous form, feral, semi-anthro, censored, mosaic censoring, bar censor --w 1024 --h 1344 --l 5 --s 28",
"sample_sampler": "euler_a",
"save_clip": false,
"save_every_n_epochs": 1,
"save_every_n_steps": 0,
"save_last_n_epochs": 0,
"save_last_n_epochs_state": 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,
"save_t5xxl": false,
"scale_v_pred_loss_like_noise_pred": false,
"scale_weight_norms": 0,
"sd3_cache_text_encoder_outputs": false,
"sd3_cache_text_encoder_outputs_to_disk": false,
"sd3_checkbox": false,
"sd3_clip_l": "",
"sd3_clip_l_dropout_rate": 0,
"sd3_disable_mmap_load_safetensors": false,
"sd3_enable_scaled_pos_embed": false,
"sd3_fused_backward_pass": false,
"sd3_t5_dropout_rate": 0,
"sd3_t5xxl": "",
"sd3_text_encoder_batch_size": 1,
"sdxl": true,
"sdxl_cache_text_encoder_outputs": false,
"sdxl_no_half_vae": true,
"seed": 31337,
"shuffle_caption": true,
"single_blocks_to_swap": 0,
"single_dim": "",
"single_mod_dim": "",
"skip_cache_check": false,
"split_mode": false,
"split_qkv": false,
"stop_text_encoder_training": 0,
"t5xxl": "",
"t5xxl_device": "",
"t5xxl_dtype": "bf16",
"t5xxl_lr": 0,
"t5xxl_max_token_length": 512,
"text_encoder_lr": 1,
"timestep_sampling": "sigma",
"train_batch_size": 2,
"train_blocks": "all",
"train_data_dir": "/root/autodl-tmp/oilpainting_V3",
"train_double_block_indices": "all",
"train_norm": false,
"train_on_input": true,
"train_single_block_indices": "all",
"train_t5xxl": false,
"training_comment": "",
"txt_attn_dim": "",
"txt_mlp_dim": "",
"txt_mod_dim": "",
"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": "",
"vae_batch_size": 0,
"wandb_api_key": "",
"wandb_run_name": "",
"weighted_captions": false,
"weighting_scheme": "logit_normal",
"xformers": "xformers"
}
Model description
NOOB V-PRED V3
Trained base on NOOB V-PRED 1.0. See about this version for training details.
After some experiments, I found that the improvements in V2 were actually a manifestation of insufficient training. Bouguereau's paintings do not have such high saturation colors, so I adjusted the training parameters and reduced the minSNR to 1 to maximize the capture of art style. This brought some distortion to the limbs, but I think it is still acceptable.
NOOB V-PRED V2
Trained base on NOOB V-PRED 1.0 with OneTrainer. See about this version for training details. Better in color and prompt responsive responsiveness.
Introduction
A Lycoris to generate Bouguereau Style. Trained based on NOOB V0.65S. Its OUT00-11 Blocks form the foundation of opnmf style fusion. Use photorealistic and oil painting \(medium\) in generation.
Pros
- Style generated
Cons
Limb distortion
Blurred eyes











