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
Description
{
"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": ??,
"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 ?????, ?????????, ????, masterpiece, best quality, amazing quality, highres, absurdres --n oldest, old, worst quality, low quality, normal quality, bad ???????, 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"
}
