NOOB V-PRED V3
Trained based on NOOB V1.0 with Kohya SS. I switched to locon for smaller file size and better results. Setting min SNR = 3 and alpha = 1 improved the effectiveness of training. However it leads to more limb distortation. But I think it's acceptable when achieving better results in style generation.
See about the version for training details.
NOOB V-PRED V2
Trained based on NOOB V1.0 with OneTrainer. Better in color and lora adapation. See about the version for training details.
NOOB V-PRED V1
Trained based on NOOB V0.65S. Recommend using it with V-PRED models.
No trigger word set in this version.
Introduction
A LyCORIS to generate the style of AI artist mirham. Setting the artist name "mirham" as the trigger word during training, but not recommending its use, can cause over baking. Just use the trigger word when you feel necessary, eg. using together with other lora or being suppressed by other styles.
Training details
See about the version.
Description
Based on NOOB E-PRED V1.0
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"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": 1, "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": "1536,1536", "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": 1536, "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": 8, "network_dim": 16, "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": "mirham-NOOB-V1-1536", "persistent_data_loader_workers": false, "pretrained_model_name_or_path": "/root/autodl-tmp/noobaiXLNAIXL_epsilonPred10Version.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": "koko, 1girl, solo, long hair, looking at viewer, simple background, shirt, skirt, black hair, long sleeves, white background, gloves, thighhighs, holding, ribbon, closed mouth, jewelry, standing, green eyes, white shirt, weapon, cowboy shot, earrings, pleated skirt, collared shirt, white gloves, grey background, holding weapon, mole, white thighhighs, vest, uniform, gun, zettai ryouiki, mole under eye, thigh strap, skindentation, holding gun, handgun, brown skirt, watch, shirt tucked in, wristwatch, holster, trigger discipline, thigh holster, magazine (weapon), holstered, suppressor, bulletproof vest, body armor, glock, newest, 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 1024 --h 768\n ", "sample_sampler": "euler_a", "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/mirham", "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": false, "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" }