| { | |
| "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", | |
| "modelspec.date": "2024-07-14T15:20:38", | |
| "modelspec.implementation": "https://github.com/Stability-AI/generative-models", | |
| "modelspec.prediction_type": "epsilon", | |
| "modelspec.resolution": "512x512", | |
| "modelspec.sai_model_spec": "1.0.0", | |
| "modelspec.title": "pny", | |
| "ss_adaptive_noise_scale": null, | |
| "ss_base_model_version": "sdxl_base_v1-0", | |
| "ss_batch_size_per_device": 8, | |
| "ss_bucket_info": { | |
| "buckets": { | |
| "0": { | |
| "count": 1, | |
| "resolution": [ | |
| 416, | |
| 608 | |
| ] | |
| }, | |
| "1": { | |
| "count": 1, | |
| "resolution": [ | |
| 448, | |
| 576 | |
| ] | |
| }, | |
| "2": { | |
| "count": 2, | |
| "resolution": [ | |
| 480, | |
| 544 | |
| ] | |
| }, | |
| "3": { | |
| "count": 44, | |
| "resolution": [ | |
| 512, | |
| 512 | |
| ] | |
| }, | |
| "4": { | |
| "count": 1, | |
| "resolution": [ | |
| 608, | |
| 416 | |
| ] | |
| }, | |
| "5": { | |
| "count": 5, | |
| "resolution": [ | |
| 672, | |
| 384 | |
| ] | |
| } | |
| }, | |
| "mean_img_ar_error": 0.005349726876077138 | |
| }, | |
| "ss_bucket_no_upscale": false, | |
| "ss_cache_latents": true, | |
| "ss_caption_dropout_every_n_epochs": 0, | |
| "ss_caption_dropout_rate": 0.0, | |
| "ss_caption_tag_dropout_rate": 0.0, | |
| "ss_clip_skip": null, | |
| "ss_color_aug": false, | |
| "ss_dataset_dirs": { | |
| "1_pny": { | |
| "img_count": 7, | |
| "n_repeats": 1 | |
| }, | |
| "1_pny3d": { | |
| "img_count": 3, | |
| "n_repeats": 1 | |
| }, | |
| "1_pnypht": { | |
| "img_count": 3, | |
| "n_repeats": 1 | |
| }, | |
| "1_pnypxl": { | |
| "img_count": 2, | |
| "n_repeats": 1 | |
| }, | |
| "1_pnyrlsm": { | |
| "img_count": 14, | |
| "n_repeats": 1 | |
| }, | |
| "1_pnytny": { | |
| "img_count": 23, | |
| "n_repeats": 1 | |
| }, | |
| "1_pnywb": { | |
| "img_count": 2, | |
| "n_repeats": 1 | |
| } | |
| }, | |
| "ss_debiased_estimation": false, | |
| "ss_enable_bucket": true, | |
| "ss_epoch": 350, | |
| "ss_face_crop_aug_range": null, | |
| "ss_flip_aug": true, | |
| "ss_full_fp16": false, | |
| "ss_gradient_accumulation_steps": 6, | |
| "ss_gradient_checkpointing": true, | |
| "ss_huber_c": 0.1, | |
| "ss_huber_schedule": "snr", | |
| "ss_ip_noise_gamma": null, | |
| "ss_ip_noise_gamma_random_strength": false, | |
| "ss_keep_tokens": 0, | |
| "ss_learning_rate": 0.0001, | |
| "ss_loss_type": "l2", | |
| "ss_lowram": true, | |
| "ss_lr_scheduler": "cosine", | |
| "ss_lr_warmup_steps": 0, | |
| "ss_max_bucket_reso": 1024, | |
| "ss_max_grad_norm": 1.0, | |
| "ss_max_token_length": null, | |
| "ss_max_train_steps": 400, | |
| "ss_min_bucket_reso": 256, | |
| "ss_min_snr_gamma": null, | |
| "ss_mixed_precision": "fp16", | |
| "ss_multires_noise_discount": 0.1, | |
| "ss_multires_noise_iterations": 10, | |
| "ss_network_alpha": 4.0, | |
| "ss_network_args": { | |
| "algo": "locon", | |
| "conv_alpha": "4", | |
| "conv_dim": "256", | |
| "dora_wd": "False", | |
| "dropout": 0.0, | |
| "module_dropout": "0", | |
| "preset": "full", | |
| "rank_dropout": "0", | |
| "rank_dropout_scale": "False", | |
| "train_norm": "False", | |
| "use_scalar": "False", | |
| "use_tucker": "False" | |
| }, | |
| "ss_network_dim": 8, | |
| "ss_network_dropout": 0.0, | |
| "ss_network_module": "lycoris.kohya", | |
| "ss_new_sd_model_hash": "461c3bbd5cf3af164e5ba1a0ffe19371532bf02efe88fd6e76862a91d524a505", | |
| "ss_noise_offset": null, | |
| "ss_noise_offset_random_strength": false, | |
| "ss_num_batches_per_epoch": 6, | |
| "ss_num_epochs": 400, | |
| "ss_num_reg_images": 0, | |
| "ss_num_train_images": 54, | |
| "ss_optimizer": "torch.optim.adamw.AdamW", | |
| "ss_output_name": "pny", | |
| "ss_prior_loss_weight": 1.0, | |
| "ss_random_crop": false, | |
| "ss_reg_dataset_dirs": {}, | |
| "ss_resolution": "(512, 512)", | |
| "ss_scale_weight_norms": 1.0, | |
| "ss_sd_model_hash": "9e98aef4", | |
| "ss_sd_model_name": "s.safetensors", | |
| "ss_sd_scripts_commit_hash": "25f961bc779bc79aef440813e3e8e92244ac5739", | |
| "ss_seed": 2780124562, | |
| "ss_session_id": 2912583147, | |
| "ss_shuffle_caption": true, | |
| "ss_steps": 350, | |
| "ss_tag_frequency": { | |
| "1_pny": { | |
| "pny": 7 | |
| }, | |
| "1_pny3d": { | |
| "pny3d": 3 | |
| }, | |
| "1_pnypht": { | |
| "pnypht": 3 | |
| }, | |
| "1_pnypxl": { | |
| "pnypxl": 2 | |
| }, | |
| "1_pnyrlsm": { | |
| "pnyrlsm": 14 | |
| }, | |
| "1_pnytny": { | |
| "pnytny": 23 | |
| }, | |
| "1_pnywb": { | |
| "pnywb": 2 | |
| } | |
| }, | |
| "ss_text_encoder_lr": 0.0001, | |
| "ss_total_batch_size": 96, | |
| "ss_training_comment": null, | |
| "ss_training_finished_at": 1720970438.0651317, | |
| "ss_training_started_at": 1720959176.3748195, | |
| "ss_unet_lr": 0.0001, | |
| "ss_v2": false, | |
| "ss_zero_terminal_snr": false, | |
| "sshs_model_hash": "0x0c6949763ef52dec75c009635db5cfc346fe4084e9fff7ced8d8e0079c92822b" | |
| } |