Ver NOOB V-PRED V1 EQ
Trained with improved parameters based on NOOB V-PRED EQ VAE exprimental version: https://civarchive.com/models/1858821/noobai-v-pred-10-with-eq-vae
Ver NOOB E-PRED V1
Trained based on NOOB E-PRED V1.0. Different trigger words set to precise concepts. See about the version for training details.
Updated
Used PonyXL to train this one. Updated dataset to achieve better performance. It enhanced this concept on PonyXL and related models.
With PonyXL many concepts can be easily generated. So I will focus on the weak concept in PonyXL. Concept like hyper_futanari that can easily generated with Pony model will not updated to XL version.
Strength 0.8 recommended.
Introduction
This is the subLyCORIS of hyperfuta | Stable Diffusion LORA | Civitai
Use this to generate futanari with larger glan. It can be used alone. But it seems a little overbaked.
How to use it
I recommand using it in weight 0.6-0.7 or lower combined with hyperfuta LyCORIS.
Not enough tests for other tags. It seemsworks well.
Training details:
Traingset is of about 130 images. They are mirrored before training. Total steps are about 5500.
Regularization = false
resolution=768
batch_size=1
epoch=10
network_dim=32
network_alpha=32
clip_skip=2
Using AdamW8bits as optimizer:
lr="1e-4"
unet_lr="1e-4"
text_encoder_lr="1e-5"
Locon parameters:
conv_dim=4
conv_alpha=4
Description
{
"LoRA_type": "LyCORIS/LoCon",
"LyCORIS_preset": "full",
"adaptive_noise_scale": 0,
"additional_parameters": "",
"async_upload": false,
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"block_lr_zero_threshold": "",
"bucket_no_upscale": true,
"bucket_reso_steps": 128,
"bypass_mode": false,
"cache_latents": false,
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"caption_dropout_every_n_epochs": 0,
"caption_dropout_rate": 0,
"caption_extension": ".txt",
"clip_skip": 2,
"color_aug": false,
"constrain": 0,
"conv_alpha": 4,
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"conv_dim": 8,
"dataset_config": "",
"debiased_estimation_loss": false,
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"dynamo_backend": "no",
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"extra_accelerate_launch_args": "",
"factor": -1,
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"full_fp16": false,
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"gradient_accumulation_steps": 1,
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"huber_c": 0.1,
"huber_schedule": "snr",
"huggingface_path_in_repo": "",
"huggingface_repo_id": "",
"huggingface_repo_type": "",
"huggingface_repo_visibility": "",
"huggingface_token": "",
"ip_noise_gamma": 0.1,
"ip_noise_gamma_random_strength": false,
"keep_tokens": 1,
"learning_rate": 1,
"log_tracker_config": "",
"log_tracker_name": "",
"log_with": "tensorboard",
"logging_dir": "/root/autodl-tmp/output",
"loss_type": "l2",
"lr_scheduler": "cosine",
"lr_scheduler_args": "",
"lr_scheduler_num_cycles": 1,
"lr_scheduler_power": 1,
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"main_process_port": 0,
"masked_loss": false,
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"max_data_loader_n_workers": 0,
"max_grad_norm": 1,
"max_resolution": "1024,1024",
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"max_token_length": 225,
"max_train_epochs": 0,
"max_train_steps": 0,
"mem_eff_attn": false,
"metadata_author": "",
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"metadata_license": "",
"metadata_tags": "",
"metadata_title": "",
"mid_lr_weight": "",
"min_bucket_reso": 1024,
"min_snr_gamma": 5,
"min_timestep": 0,
"mixed_precision": "bf16",
"model_list": "custom",
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"multires_noise_iterations": 6,
"network_alpha": 8,
"network_dim": 16,
"network_dropout": 0.1,
"network_weights": "",
"noise_offset": 0,
"noise_offset_random_strength": false,
"noise_offset_type": "Multires",
"num_cpu_threads_per_process": 2,
"num_machines": 1,
"num_processes": 1,
"optimizer": "Prodigy",
"optimizer_args": "\"weight_decay=0.01\" \"d_coef=0.8\" \"use_bias_correction=True\" \"safeguard_warmup=True\" \"betas=0.9,0.99\" \"decouple=True\"",
"output_dir": "/root/autodl-tmp/output",
"output_name": "big glan v1.1-NOOB 1.0-no drop",
"persistent_data_loader_workers": false,
"pretrained_model_name_or_path": "/root/autodl-tmp/noobaiXLNAIXL_epsilonPred10Version.safetensors",
"prior_loss_weight": 1,
"random_crop": false,
"rank_dropout": 0,
"rank_dropout_scale": false,
"reg_data_dir": "",
"rescaled": false,
"resume": "",
"resume_from_huggingface": "",
"sample_every_n_epochs": 1,
"sample_every_n_steps": 0,
"sample_prompts": "big_glan, 1girl, solo, long hair, breasts, looking at viewer, blush, smile, simple background, white background, bow, animal ears, closed mouth, standing, nipples, full body, pink hair, ass, pantyhose, pointy ears, bowtie, pink eyes, black footwear, rabbit ears, huge breasts, high heels, wrist cuffs, gradient background, fake animal ears, uncensored, black bow, playboy bunny, erection, drill hair, testicles, veins, black bowtie, futanari, meme attire, veiny penis, large areolae, reverse outfit, reverse bunnysuit, huge nipples, huge testicles, huge penis, penis, two-segment penis, masterpiece, best quality, good quality, amazing quality, highres, absurdres, newest, highly detailed, uncensored, --n worst quality, low quality, normal quality, oldest, censored, mosaic censoring, bar censor, sketch, unfinished, comic, manga, doujinshi, concept art, flat color, greyscale, monochrome, lineart, bad anatomy, cropped, deformed, bad hands,mutated hands, bad proportions, multiple views, close-up, from below, blurry, lowres, scan artifacts, jpeg artifacts, text, logo, signature, watermark, username, english commentary, mammal, anthro, furry, ambiguous_form, feral, semi-anthro, --w 1024 --h 1024\n ",
"sample_sampler": "euler_a",
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"save_every_n_steps": 0,
"save_last_n_steps": 0,
"save_last_n_steps_state": 0,
"save_model_as": "safetensors",
"save_precision": "bf16",
"save_state": false,
"save_state_on_train_end": false,
"save_state_to_huggingface": false,
"scale_v_pred_loss_like_noise_pred": false,
"scale_weight_norms": 0,
"sdxl": true,
"sdxl_cache_text_encoder_outputs": false,
"sdxl_no_half_vae": true,
"seed": 31337,
"shuffle_caption": true,
"stop_text_encoder_training_pct": 0,
"text_encoder_lr": 1,
"train_batch_size": 2,
"train_data_dir": "/root/autodl-tmp/big_glan_v1",
"train_norm": false,
"train_on_input": true,
"training_comment": "",
"unet_lr": 1,
"unit": 1,
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"use_scalar": false,
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"v2": false,
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"v_pred_like_loss": 0,
"vae": "/root/kohya_ss/models/sdxl_vae_fp16fix.safetensors",
"vae_batch_size": 0,
"wandb_api_key": "",
"wandb_run_name": "",
"weighted_captions": false,
"xformers": "xformers"
}