{ "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2024-06-03T23:55:03", "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": "pixel3", "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": 200, "resolution": [ 512, 512 ] } }, "mean_img_ar_error": 0.0 }, "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_pixel_art": { "img_count": 200, "n_repeats": 1 } }, "ss_debiased_estimation": false, "ss_enable_bucket": true, "ss_epoch": 134, "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": 1, "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": "IsADirectory", "ss_noise_offset": null, "ss_noise_offset_random_strength": false, "ss_num_batches_per_epoch": 13, "ss_num_epochs": 134, "ss_num_reg_images": 0, "ss_num_train_images": 200, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "pixel3", "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": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "5fe801a51066f8a83eec30047d6a47026bdcde27", "ss_seed": 4167868694, "ss_session_id": 3156858514, "ss_shuffle_caption": false, "ss_steps": 400, "ss_tag_frequency": { "1_pixel_art": { "pixel_art": 200 } }, "ss_text_encoder_lr": 0.0001, "ss_total_batch_size": 96, "ss_training_comment": null, "ss_training_finished_at": 1717458903.0331, "ss_training_started_at": 1717448038.62536, "ss_unet_lr": 0.0001, "ss_v2": false, "ss_zero_terminal_snr": false, "sshs_legacy_hash": "fdbfd8c1", "sshs_model_hash": "677ca13322b0b5b1f995ed65a0eba2bcbef9108a5b374e8776eff6f6dae71922" }