Style LoRA based on Lightsource's Style. ( https://x.com/0Lightsource)

Please let me know your thoughts!

Stable Diffusion Model indtended to work with PonyDiffsuionV6 and models finetuned off of it (models like AutismMix for example)

lightsource (Artist), @0Lightsource, OLS (Artist)

Will not work well, if at all, with non-PonyV6 models or non-PonyV6-finetunes. Will not work at all witl SDXL 1.0, SD 1.5, etc.

[More Information Needed]

[Simi-important note: During the image tagging process, I accidentally mispelled Marasaki's name as "Marusaki" and didn't catch the mistake until towards the end of the training process. Unfortunately this means his appearance will only be accurately generated if its spelled "Maru" instead of the correct "Mara". I may correct this via training a new version in the future.]

None

If on a local A1111 set up, use the standard Lora:[name-of-LoRA-Goes-here]:[1] prompt. If you're using this on an external service like Civitai then it should be self explanitory.

[More Information Needed]

[https://huggingface.co/datasets/AiAF/Lightsource-0Lightsource-OLS_PonyXL-LoRA_Dataset]

{ "ss_epoch": "10", "ss_bucket_no_upscale": "False", "ss_total_batch_size": "25", "ss_num_batches_per_epoch": "69", "ss_new_vae_hash": "63aeecb90ff7bc1c115395962d3e803571385b61938377bc7089b36e81e92e2e", "ss_tag_frequency": "{"meta_lat.json": {}}", "ss_min_snr_gamma": "3", "ss_caption_dropout_every_n_epochs": "0", "ss_sd_model_hash": "e577480d", "ss_max_token_length": "225", "ss_shuffle_caption": "False", "ss_seed": "4479", "ss_sd_model_name": "v6.safetensors", "ss_reg_dataset_dirs": "{}", "ss_flip_aug": "False", "ss_lr_warmup_steps": "0", "ss_resolution": "(1024, 1024)", "ss_caption_dropout_rate": "0.0", "ss_gradient_checkpointing": "True", "ss_bucket_info": "{"buckets": {"0": {"resolution": [320, 1024], "count": 4}, "1": {"resolution": [384, 1024], "count": 2}, "2": {"resolution": [448, 1024], "count": 16}, "3": {"resolution": [512, 1024], "count": 32}, "4": {"resolution": [576, 1024], "count": 72}, "5": {"resolution": [640, 1024], "count": 126}, "6": {"resolution": [704, 1024], "count": 240}, "7": {"resolution": [768, 1024], "count": 182}, "8": {"resolution": [832, 1024], "count": 164}, "9": {"resolution": [896, 1024], "count": 76}, "10": {"resolution": [960, 1024], "count": 38}, "11": {"resolution": [1024, 320], "count": 2}, "12": {"resolution": [1024, 384], "count": 4}, "13": {"resolution": [1024, 448], "count": 2}, "14": {"resolution": [1024, 512], "count": 2}, "15": {"resolution": [1024, 576], "count": 26}, "16": {"resolution": [1024, 640], "count": 42}, "17": {"resolution": [1024, 704], "count": 84}, "18": {"resolution": [1024, 768], "count": 72}, "19": {"resolution": [1024, 832], "count": 52}, "20": {"resolution": [1024, 896], "count": 42}, "21": {"resolution": [1024, 960], "count": 34}, "22": {"resolution": [1024, 1024], "count": 32}}, "mean_img_ar_error": 0.0}", "ss_full_fp16": "False", "ss_scale_weight_norms": "None", "ss_mixed_precision": "fp16", "ss_max_grad_norm": "0", "ss_enable_bucket": "True", "ss_network_dropout": "None", "ss_training_comment": "None", "ss_training_finished_at": "1720056618.6869428", "ss_multires_noise_iterations": "6", "ss_random_crop": "False", "ss_num_epochs": "10", "ss_num_reg_images": "0", "ss_network_dim": "32", "ss_network_args": "{"conv_dim": "8", "conv_alpha": "1"}", "ss_num_train_images": "1346", "ss_gradient_accumulation_steps": "1", "ss_face_crop_aug_range": "None", "ss_lowram": "False", "ss_vae_name": "sdxl_vae.safetensors", "ss_clip_skip": "None", "ss_max_bucket_reso": "None", "sshs_model_hash": "86886e99d8a83793fe63cc21287344330858888423015fd998cc133c69a18862", "ss_batch_size_per_device": "25", "ss_v2": "False", "ss_unet_lr": "None", "ss_keep_tokens": "0", "ss_color_aug": "False", "ss_noise_offset": "None", "ss_optimizer": "transformers.optimization.Adafactor(scale_parameter=False,relative_step=False,warmup_init=False)", "ss_caption_tag_dropout_rate": "0.0", "ss_base_model_version": "sdxl_base_v0-9", "ss_zero_terminal_snr": "False", "ss_max_train_steps": "690", "ss_multires_noise_discount": "0.3", "ss_learning_rate": "0.001", "ss_adaptive_noise_scale": "None", "ss_network_module": "networks.lora", "ss_steps": "690", "ss_vae_hash": "d636e597", "ss_training_started_at": "1720053253.286365", "ss_sd_scripts_commit_hash": "05811296f6dc987f67f194689e106a326017b9d4", "ss_min_bucket_reso": "None", "ss_output_name": "Lightsource | @0Lightsource | OLS[PonyXL]", "ss_network_alpha": "32", "ss_prior_loss_weight": "1.0", "ss_lr_scheduler": "constant", "ss_new_sd_model_hash": "67ab2fd8ec439a89b3fedb15cc65f54336af163c7eb5e4f2acc98f090a29b0b3", "ss_text_encoder_lr": "None", "ss_cache_latents": "False", "sshs_legacy_hash": "76a48373", "ss_dataset_dirs": "{"meta_lat.json": {"n_repeats": 2, "img_count": 673}}", "ss_session_id": "2268693806" }

[SDXL / PonyXL]

[Nvidia T4, L4, or A100]

[https://github.com/Linaqruf/kohya-trainer/blob/main/kohya-LoRA-dreambooth.ipynb]

[AiAF]

[Civitai: https://civitai.com/user/AI_Art_Factory

Discord: ai_art_factory

Twitter: AiArt Factory (@AiArtFactory) / X (twitter.com)

TikTok: https://www.tiktok.com/@ai_art_factory?_t=8cykD6v1PRu&_r=1

Instagram: https://instagram.com/aiart.factory?igshid=NGExMmI2YTkyZg==

Deviantart: https://www.deviantart.com/aiartfactory ]