{ "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2024-04-20T14:07:06", "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": "jex", "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": [ 448, 576 ] }, "1": { "count": 2, "resolution": [ 512, 512 ] }, "2": { "count": 8, "resolution": [ 672, 384 ] }, "3": { "count": 7, "resolution": [ 768, 320 ] } }, "mean_img_ar_error": 0.02541152263374483 }, "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_dharrel": { "img_count": 18, "n_repeats": 1 } }, "ss_debiased_estimation": false, "ss_enable_bucket": true, "ss_epoch": 400, "ss_face_crop_aug_range": null, "ss_flip_aug": false, "ss_full_fp16": false, "ss_gradient_accumulation_steps": 12, "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", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", "block_dims": "8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8", "conv_alpha": "4", "conv_dim": "256", "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": 2, "ss_num_epochs": 400, "ss_num_reg_images": 0, "ss_num_train_images": 18, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "jex", "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": "71e2c91330a9d866ec05cdd10584bbb962896a99", "ss_seed": 3909694996, "ss_session_id": 2759309544, "ss_shuffle_caption": true, "ss_steps": 400, "ss_tag_frequency": { "1_dharrel": { "3d \\(artwork\\)": 18, "anthro": 18, "bed": 2, "beverage": 2, "black body": 2, "black fur": 2, "black hair": 1, "blep": 1, "blurred background": 2, "bottomwear": 3, "city": 1, "closed eyes": 1, "clothed": 18, "clothing": 17, "coffee": 1, "container": 1, "crowd": 1, "cup": 1, "day": 1, "detailed background": 10, "dharrel": 18, "duo": 1, "eyes closed": 1, "eyewear": 3, "feathered ears": 18, "feet": 1, "felid": 1, "female": 2, "fingers": 2, "forest": 1, "fur": 16, "furniture": 2, "glasses": 1, "green body": 1, "green fur": 1, "green hair": 1, "group": 1, "hair": 5, "he has small black and white feathers on his ears.": 1, "he is clothed in dark purple topwear that complements his mammal features with fur that glistens from the surrounding water.": 1, "holding object": 3, "hoodie": 4, "horn": 1, "in the image anthro male dharrel jex a species characterized by its white and black furred head is depicted in a solo adventure underwater.": 1, "in this 3d artwork a solo anthro male dharrel jex stands outside his black body and white fur contrasting sharply against the detailed background.": 1, "inside": 2, "jacket": 1, "jex": 18, "kissing": 1, "lamp": 1, "lantern": 1, "looking at viewer": 5, "lying on bed": 1, "male": 17, "mammal": 9, "moon": 1, "night": 4, "open eyes": 2, "outside": 11, "pants": 3, "photo background": 1, "plant": 4, "purple eyes": 6, "rating_safe": 18, "red clothing": 1, "red topwear": 1, "river": 1, "shirt": 1, "small fish and aquatic plants add life to the scene their presence illuminated by the light filtering through the water.": 1, "solo": 17, "standing": 1, "tail": 1, "the detailed background reveals ancient city submerged in water its ruins hinting at a forgotten past.": 1, "the feet of the dharrel are visible suggesting movement and exploration.": 1, "the jex’s dominantly white fur contrasts with the dark surroundings making it a focal point in the scene.": 1, "the scene is set amidst vibrant plants and the character’s white body stands out.": 1, "there are small air bubbles around the character and a few big ones in the scene.": 1, "this canine-like mammal is clothed in dark bottomwear and topwear in the 3d artwork.": 1, "tongue": 1, "topless": 1, "topwear": 10, "tree": 4, "underwater": 2, "water": 8, "white body": 10, "white fur": 10 } }, "ss_text_encoder_lr": 0.0001, "ss_total_batch_size": 192, "ss_training_comment": null, "ss_training_finished_at": 1713622026.3548045, "ss_training_started_at": 1713617391.303032, "ss_unet_lr": 0.0001, "ss_v2": false, "ss_zero_terminal_snr": false, "sshs_legacy_hash": "27a4fb26", "sshs_model_hash": "548c5b4c979f8e37d92fca3306c33812c97fed13470fd912470bad0c4a6cb3e7" }