NOOB E PRED V0.75 기반으로 학습됨
장점:
단점:
이전 버전에 비해 트리거 단어에 덜 민감함.
해부학적 왜곡이 빈번함.
아래는 학습 세부 정보입니다:
{ "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": 128, "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": 2, "color_aug": false, "constrain": 0, "conv_alpha": 4, "conv_block_alphas": "", "conv_block_dims": "", "conv_dim": 8, "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": 5, "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": 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": "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": 8, "network_dim": 16, "network_dropout": 0.1, "network_weights": "/root/autodl-tmp/output/Penis in penis-illustrious-V1-noreg-0.1drop-000005.safetensors", "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": "Penis in penis-illustrious-V1-noreg-0.1drop-st5", "persistent_data_loader_workers": false, "pretrained_model_name_or_path": "/root/kohya_ss/models/noobaiXLNAIXL_epsilonPred075.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": "on_top_penetrating, long hair, breasts, smile, open mouth, large breasts, multiple girls, gloves, thighhighs, navel, 2girls, nipples, purple eyes, grey hair, purple hair, ass, nude, lying, black gloves, pussy, indoors, elbow gloves, blunt bangs, sex, english text, huge breasts, completely nude, uncensored, anus, erection, testicles, table, motion lines, veins, futanari, veiny penis, huge nipples, on table, large testicles, huge testicles, fern \\(sousou no frieren\\), gigantic penis --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 1024\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": 5, "train_data_dir": "/root/autodl-tmp/penis_in_penisv1", "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" }
