{'modelspec.architecture': 'stable-diffusion-xl-v1-base/lora',
 'modelspec.date': '2023-12-11T23:22:36',
 'modelspec.encoder_layer': '1',
 'modelspec.implementation': 'https://github.com/Stability-AI/generative-models',
 'modelspec.prediction_type': 'epsilon',
 'modelspec.resolution': '1024x1024',
 'modelspec.sai_model_spec': '1.0.0',
 'modelspec.title': 'Blue_Frost',
 'ss_adaptive_noise_scale': 'None',
 'ss_base_model_version': 'sdxl_base_v1-0',
 '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': '1',
 'ss_dataset_dirs': {'img': {'img_count': 7, 'n_repeats': 29}},
 'ss_datasets': [{'batch_size_per_device': 4,
                  'bucket_info': {'buckets': {'0': {'count': 29,
                                                    'resolution': [768, 448]},
                                              '1': {'count': 58,
                                                    'resolution': [1024, 576]},
                                              '2': {'count': 87,
                                                    'resolution': [1024, 640]},
                                              '3': {'count': 29,
                                                    'resolution': [1024, 704]}},
                                  'mean_img_ar_error': 0.05469536624504934},
                  'enable_bucket': True,
                  'is_dreambooth': True,
                  'max_bucket_reso': 1024,
                  'min_bucket_reso': 256,
                  'num_reg_images': 0,
                  'num_train_images': 203,
                  'resolution': [1024, 1024],
                  'subsets': [{'class_tokens': None,
                               'color_aug': False,
                               'flip_aug': False,
                               'image_dir': 'img',
                               'img_count': 7,
                               'is_reg': False,
                               'keep_tokens': 0,
                               'num_repeats': 29,
                               'random_crop': False,
                               'shuffle_caption': False}],
                  'tag_frequency': {'img': {'blue': 7,
                                            'bridge': 1,
                                            'fence': 1,
                                            'frost': 3,
                                            'giant snowflake': 4,
                                            'glare': 4,
                                            'grass': 1,
                                            'lens flare': 2,
                                            'mountains': 1,
                                            'river': 1,
                                            'sky': 1,
                                            'snow': 5,
                                            'snowflake': 3,
                                            'sun': 2,
                                            'trees': 2,
                                            'watermark': 2,
                                            'winter': 3}}}],
 'ss_epoch': '10',
 'ss_face_crop_aug_range': 'None',
 'ss_full_fp16': 'False',
 'ss_gradient_accumulation_steps': '1',
 'ss_gradient_checkpointing': 'True',
 'ss_learning_rate': '0.0005',
 'ss_lowram': 'False',
 'ss_lr_scheduler': 'cosine_with_restarts',
 'ss_lr_warmup_steps': '0',
 'ss_max_grad_norm': '1.0',
 'ss_max_token_length': '225',
 'ss_max_train_steps': '530',
 'ss_min_snr_gamma': '5.0',
 'ss_mixed_precision': 'bf16',
 'ss_multires_noise_discount': '0.3',
 'ss_multires_noise_iterations': '6',
 'ss_network_alpha': '16',
 'ss_network_dim': '32',
 'ss_network_dropout': 'None',
 'ss_network_module': 'networks.lora',
 'ss_new_sd_model_hash': 'e6bb9ea85bbf7bf6478a7c6d18b71246f22e95d41bcdd80ed40aa212c33cfeff',
 'ss_noise_offset': 'None',
 'ss_num_batches_per_epoch': '53',
 'ss_num_epochs': '10',
 'ss_num_reg_images': '0',
 'ss_num_train_images': '203',
 'ss_optimizer': 'bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)',
 'ss_output_name': 'Blue_Frost',
 'ss_prior_loss_weight': '1.0',
 'ss_scale_weight_norms': 'None',
 'ss_sd_model_hash': 'be9edd61',
 'ss_sd_model_name': '128078.safetensors',
 'ss_sd_scripts_commit_hash': '9a60b8a0ba70cbc17c7c00a94639b472bfb28427',
 'ss_seed': '2235261375',
 'ss_session_id': '4190230167',
 'ss_steps': '530',
 'ss_tag_frequency': {'img': {'blue': 7,
                              'bridge': 1,
                              'fence': 1,
                              'frost': 3,
                              'giant snowflake': 4,
                              'glare': 4,
                              'grass': 1,
                              'lens flare': 2,
                              'mountains': 1,
                              'river': 1,
                              'sky': 1,
                              'snow': 5,
                              'snowflake': 3,
                              'sun': 2,
                              'trees': 2,
                              'watermark': 2,
                              'winter': 3}},
 'ss_text_encoder_lr': '5e-05',
 'ss_training_comment': 'None',
 'ss_training_finished_at': '1702336956.6607602',
 'ss_training_started_at': '1702335728.7794135',
 'ss_unet_lr': '0.0005',
 'ss_v2': 'False',
 'ss_zero_terminal_snr': 'False',
 'sshs_legacy_hash': 'a534d8fc',
 'sshs_model_hash': '5327cef58b77939aa05573efc3535aee697fabb8dac2981ce36a0fee32556d49'}