Model Metadata:

{ "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": "{\"train_data\": {\"n_repeats\": 15, \"img_count\": 16}}", "ss_datasets": "[{\"is_dreambooth\": true, \"batch_size_per_device\": 3, \"num_train_images\": 240, \"num_reg_images\": 10185, \"resolution\": [768, 768], \"enable_bucket\": true, \"min_bucket_reso\": 320, \"max_bucket_reso\": 1280, \"tag_frequency\": {\"train_data\": {\"bobbi althoff\": 16, \"1girl\": 15, \"solo\": 16, \"long hair\": 13, \"looking at viewer\": 11, \"smile\": 9, \"open mouth\": 4, \"bangs\": 2, \"bare shoulders\": 5, \"brown eyes\": 15, \"jewelry\": 13, \"upper body\": 8, \"multicolored hair\": 4, \"teeth\": 5, \"sleeveless\": 4, \"necklace\": 3, \"grin\": 4, \"blurry\": 6, \"black eyes\": 11, \"two-tone hair\": 2, \"lips\": 16, \"head tilt\": 1, \"depth of field\": 4, \"blurry background\": 5, \"tank top\": 3, \"portrait\": 14, \"forehead\": 6, \"realistic\": 16, \"real life insert\": 4, \"closed mouth\": 10, \"earrings\": 11, \"day\": 2, \"pointy ears\": 1, \"indoors\": 3, \"window\": 1, \"chair\": 1, \"traditional media\": 1, \"table\": 1, \"sunlight\": 1, \"wooden floor\": 1, \"painting (medium)\": 1, \"painting (object)\": 1, \"short hair\": 3, \"multiple girls\": 1, \"1boy\": 6, \":d\": 1, \"male focus\": 4, \"solo focus\": 2, \"makeup\": 2, \"border\": 4, \"towel\": 1, \"nose\": 9, \"old\": 2, \"towel on head\": 1, \"old woman\": 2, \"hat\": 1, \"grey hair\": 1, \"outdoors\": 2, \"grey eyes\": 2, \"bandana\": 1, \"pink headwear\": 1, \"shirt\": 9, \"holding\": 4, \"parted lips\": 4, \"glasses\": 1, \"looking to the side\": 6, \"looking away\": 5, \"sunglasses\": 1, \"lipstick\": 1, \"black border\": 2, \"eyewear removed\": 1, \"holding eyewear\": 1, \"blue eyes\": 2, \"parody\": 4, \"microphone\": 5, \"holding microphone\": 3, \"simple background\": 3, \"black shirt\": 3, \"turtleneck\": 2, \"red background\": 1, \"arrow (symbol)\": 1, \"very short hair\": 1, \"hand up\": 2, \"ring\": 1, \"hand on own face\": 2, \"microphone stand\": 1, \"ponytail\": 2, \"sleeveless shirt\": 3, \"blush\": 1, \"white background\": 1, \"white shirt\": 2, \"collared shirt\": 1, \"sweater\": 2, \"upper teeth only\": 1, \"can\": 1, \"headphones\": 2, \"hair bun\": 1, \"expressionless\": 2, \"piercing\": 1, \"single hair bun\": 1, \"ear piercing\": 1, \"brown background\": 1, \"turtleneck sweater\": 1, \"black sweater\": 1, \"breasts\": 1, \"medium breasts\": 1, \"standing\": 1, \"collarbone\": 1, \"cowboy shot\": 1, \"shorts\": 1, \"pants\": 1, \"medium hair\": 1, \"bare arms\": 1, \"denim\": 1, \"hands on hips\": 1, \"jeans\": 1, \"shirt tucked in\": 1, \"brown shirt\": 1, \"high-waist pants\": 1, \"tattoo\": 1, \"grey background\": 1, \"headset\": 1, \"from side\": 1, \"fingernails\": 1, \"eyelashes\": 1, \"profile\": 1, \"phone\": 1, \"cellphone\": 1, \"smartphone\": 1, \"holding phone\": 1, \"head rest\": 1, \"talking on phone\": 1}, \"reg_data\": {}}, \"bucket_info\": {\"buckets\": {\"0\": {\"resolution\": [640, 896], \"count\": 15}, \"1\": {\"resolution\": [704, 832], \"count\": 45}, \"2\": {\"resolution\": [768, 768], \"count\": 330}, \"3\": {\"resolution\": [832, 704], \"count\": 30}, \"4\": {\"resolution\": [896, 640], \"count\": 60}}, \"mean_img_ar_error\": 0.02379126689869761}, \"subsets\": [{\"img_count\": 16, \"num_repeats\": 15, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": true, \"keep_tokens\": 0, \"image_dir\": \"train_data\", \"class_tokens\": \"\", \"is_reg\": false}, {\"img_count\": 679, \"num_repeats\": 15, \"color_aug\": false, \"flip_aug\": false, \"random_crop\": false, \"shuffle_caption\": true, \"keep_tokens\": 0, \"image_dir\": \"reg_data\", \"class_tokens\": \"\", \"is_reg\": true}]}]", "ss_epoch": "3", "ss_face_crop_aug_range": "None", "ss_full_fp16": "False", "ss_gradient_accumulation_steps": "1", "ss_gradient_checkpointing": "False", "ss_learning_rate": "0.0001", "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": "480", "ss_min_snr_gamma": "None", "ss_mixed_precision": "fp16", "ss_network_alpha": "128", "ss_network_dim": "128", "ss_network_module": "networks.lora", "ss_new_sd_model_hash": "658a49c08ab2ca4f39a705a437de058e1b13d305479f0b0154548ce1b3bc9253", "ss_noise_offset": "None", "ss_num_batches_per_epoch": "160", "ss_num_epochs": "3", "ss_num_reg_images": "10185", "ss_num_train_images": "240", "ss_optimizer": "bitsandbytes.optim.adamw.AdamW8bit", "ss_output_name": "Bobbi Althoff", "ss_prior_loss_weight": "1.0", "ss_sd_model_hash": "aa366209", "ss_sd_model_name": "Stable-Diffusion-v1-5.safetensors", "ss_sd_scripts_commit_hash": "3d494d83e4aea273f64716286a26d162a8df3317", "ss_seed": "422000", "ss_session_id": "1334442089", "ss_tag_frequency": "{\"train_data\": {\"bobbi althoff\": 16, \"1girl\": 15, \"solo\": 16, \"long hair\": 13, \"looking at viewer\": 11, \"smile\": 9, \"open mouth\": 4, \"bangs\": 2, \"bare shoulders\": 5, \"brown eyes\": 15, \"jewelry\": 13, \"upper body\": 8, \"multicolored hair\": 4, \"teeth\": 5, \"sleeveless\": 4, \"necklace\": 3, \"grin\": 4, \"blurry\": 6, \"black eyes\": 11, \"two-tone hair\": 2, \"lips\": 16, \"head tilt\": 1, \"depth of field\": 4, \"blurry background\": 5, \"tank top\": 3, \"portrait\": 14, \"forehead\": 6, \"realistic\": 16, \"real life insert\": 4, \"closed mouth\": 10, \"earrings\": 11, \"day\": 2, \"pointy ears\": 1, \"indoors\": 3, \"window\": 1, \"chair\": 1, \"traditional media\": 1, \"table\": 1, \"sunlight\": 1, \"wooden floor\": 1, \"painting (medium)\": 1, \"painting (object)\": 1, \"short hair\": 3, \"multiple girls\": 1, \"1boy\": 6, \":d\": 1, \"male focus\": 4, \"solo focus\": 2, \"makeup\": 2, \"border\": 4, \"towel\": 1, \"nose\": 9, \"old\": 2, \"towel on head\": 1, \"old woman\": 2, \"hat\": 1, \"grey hair\": 1, \"outdoors\": 2, \"grey eyes\": 2, \"bandana\": 1, \"pink headwear\": 1, \"shirt\": 9, \"holding\": 4, \"parted lips\": 4, \"glasses\": 1, \"looking to the side\": 6, \"looking away\": 5, \"sunglasses\": 1, \"lipstick\": 1, \"black border\": 2, \"eyewear removed\": 1, \"holding eyewear\": 1, \"blue eyes\": 2, \"parody\": 4, \"microphone\": 5, \"holding microphone\": 3, \"simple background\": 3, \"black shirt\": 3, \"turtleneck\": 2, \"red background\": 1, \"arrow (symbol)\": 1, \"very short hair\": 1, \"hand up\": 2, \"ring\": 1, \"hand on own face\": 2, \"microphone stand\": 1, \"ponytail\": 2, \"sleeveless shirt\": 3, \"blush\": 1, \"white background\": 1, \"white shirt\": 2, \"collared shirt\": 1, \"sweater\": 2, \"upper teeth only\": 1, \"can\": 1, \"headphones\": 2, \"hair bun\": 1, \"expressionless\": 2, \"piercing\": 1, \"single hair bun\": 1, \"ear piercing\": 1, \"brown background\": 1, \"turtleneck sweater\": 1, \"black sweater\": 1, \"breasts\": 1, \"medium breasts\": 1, \"standing\": 1, \"collarbone\": 1, \"cowboy shot\": 1, \"shorts\": 1, \"pants\": 1, \"medium hair\": 1, \"bare arms\": 1, \"denim\": 1, \"hands on hips\": 1, \"jeans\": 1, \"shirt tucked in\": 1, \"brown shirt\": 1, \"high-waist pants\": 1, \"tattoo\": 1, \"grey background\": 1, \"headset\": 1, \"from side\": 1, \"fingernails\": 1, \"eyelashes\": 1, \"profile\": 1, \"phone\": 1, \"cellphone\": 1, \"smartphone\": 1, \"holding phone\": 1, \"head rest\": 1, \"talking on phone\": 1}, \"reg_data\": {}}", "ss_text_encoder_lr": "0.0001", "ss_training_comment": "None", "ss_training_finished_at": "1696890633.7994335", "ss_training_started_at": "1696889449.1482732", "ss_unet_lr": "0.0001", "ss_v2": "False", "sshs_legacy_hash": "84ff79f7", "sshs_model_hash": "b5d96e3426e6d098c99bc07dccc2c44a65fcb9a98f6854871dfd5aecb64539b8" }