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    Bulge down leg - NOOB V-PRED V3 EQ
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    Ver NOOB V-PRED V3 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

    Updated Ver NOOB V-PRED V2

    Trained based on NOOB V-PRED 1.0 with OneTrainer. See about this version for training details.

    It can do better wrinkles on pants and glans shape in this version. Sometimes it has text around but easily to remove with negative prompts.

    The adaptability to art style has weakened in this version. In this case, upweight the style lora or doing a few more trials can be helpful.

    Updated Ver NOOB V-PRED V1

    Trained based on NOOB V-PRED 1.0. Updated dataset to achieve better performance. It enhanced this concept on NOOB series models. See the examples first.

    Only one trigger word in this version.

    Updated

    Used PonyXL to train this one. Updated dataset to achieve better performance. It enhanced this concept on PonyXL and related models. See the examples first.

    Seperated into two concepts: bulge down leg with pants/bulge down leg with dress.

    Introduction

    An experimental LyCORIS, used to generate futanari with bulge down leg.

    Still a lot of room for improvement.

    Pros

    • Can generate futanari with bulge down leg.

    Cons

    • Using 3D materials for training, the art style may become strange under high weights.

    • Penis twisted with legs.

    • Confused the glan with knees.

    • Bad penis shape.

    • A lot of trials needed.

    How to use it

    I recommand using it in weight 0.7-0.8.

    Training details

    Traingset is of about 34 images. Half of them are chosen as regularization images. Total steps are about 1500.

    resolution=768*768

    batch_size=2

    epoch=10

    network_dim=16

    network_alpha=16

    conv_dim=4

    conv_alpha=4

    clip_skip=2

    Using Prodigy as optimizer, setting as the author recommend.

    Description

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      "LyCORIS_preset": "full",
      "adaptive_noise_scale": 0,
      "additional_parameters": "--zero_terminal_snr ",
      "ae": "",
      "apply_t5_attn_mask": false,
      "async_upload": false,
      "block_alphas": "",
      "block_dims": "",
      "block_lr_zero_threshold": "",
      "blocks_to_swap": 0,
      "bucket_no_upscale": true,
      "bucket_reso_steps": 64,
      "bypass_mode": false,
      "cache_latents": false,
      "cache_latents_to_disk": false,
      "caption_dropout_every_n_epochs": 0,
      "caption_dropout_rate": 0,
      "caption_extension": ".txt",
      "clip_g": "",
      "clip_g_dropout_rate": 0,
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      "clip_skip": 0,
      "color_aug": false,
      "constrain": 0,
      "conv_alpha": 1,
      "conv_block_alphas": "",
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      "conv_dim": 8,
      "cpu_offload_checkpointing": false,
      "dataset_config": "",
      "debiased_estimation_loss": false,
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      "dim_from_weights": false,
      "discrete_flow_shift": 3,
      "dora_wd": false,
      "double_blocks_to_swap": 0,
      "down_lr_weight": "",
      "dynamo_backend": "no",
      "dynamo_mode": "default",
      "dynamo_use_dynamic": false,
      "dynamo_use_fullgraph": false,
      "enable_all_linear": false,
      "enable_bucket": true,
      "epoch": 50,
      "extra_accelerate_launch_args": "",
      "factor": -1,
      "flip_aug": true,
      "flux1_cache_text_encoder_outputs": false,
      "flux1_cache_text_encoder_outputs_to_disk": false,
      "flux1_checkbox": false,
      "fp8_base": false,
      "fp8_base_unet": false,
      "full_bf16": false,
      "full_fp16": false,
      "ggpo_beta": 0.01,
      "ggpo_sigma": 0.03,
      "gpu_ids": "",
      "gradient_accumulation_steps": 1,
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      "guidance_scale": 3.5,
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      "huber_c": 0.1,
      "huber_scale": 1,
      "huber_schedule": "snr",
      "huggingface_path_in_repo": "",
      "huggingface_repo_id": "",
      "huggingface_repo_type": "",
      "huggingface_repo_visibility": "",
      "huggingface_token": "",
      "img_attn_dim": "",
      "img_mlp_dim": "",
      "img_mod_dim": "",
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      "ip_noise_gamma": 0.1,
      "ip_noise_gamma_random_strength": false,
      "keep_tokens": 1,
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      "log_config": false,
      "log_tracker_config": "",
      "log_tracker_name": "",
      "log_with": "tensorboard",
      "logging_dir": "/root/autodl-tmp/outputs",
      "logit_mean": 0,
      "logit_std": 1,
      "loraplus_lr_ratio": 0,
      "loraplus_text_encoder_lr_ratio": 0,
      "loraplus_unet_lr_ratio": 0,
      "loss_type": "l2",
      "lowvram": false,
      "lr_scheduler": "cosine",
      "lr_scheduler_args": "",
      "lr_scheduler_num_cycles": 1,
      "lr_scheduler_power": 1,
      "lr_scheduler_type": "",
      "lr_warmup": 0,
      "lr_warmup_steps": 0,
      "main_process_port": 0,
      "masked_loss": false,
      "max_bucket_reso": 4096,
      "max_data_loader_n_workers": 0,
      "max_grad_norm": 1,
      "max_resolution": "1024,1024",
      "max_timestep": 1000,
      "max_token_length": 225,
      "max_train_epochs": 0,
      "max_train_steps": 0,
      "mem_eff_attn": false,
      "mem_eff_save": false,
      "metadata_author": "",
      "metadata_description": "",
      "metadata_license": "",
      "metadata_tags": "",
      "metadata_title": "",
      "mid_lr_weight": "",
      "min_bucket_reso": 1024,
      "min_snr_gamma": 5,
      "min_timestep": 0,
      "mixed_precision": "bf16",
      "mode_scale": 1.29,
      "model_list": "custom",
      "model_prediction_type": "sigma_scaled",
      "module_dropout": 0,
      "multi_gpu": false,
      "multires_noise_discount": 0.1,
      "multires_noise_iterations": 6,
      "network_alpha": 1,
      "network_dim": 16,
      "network_dropout": 0.1,
      "network_weights": "",
      "noise_offset": 0,
      "noise_offset_random_strength": false,
      "noise_offset_type": "Original",
      "num_cpu_threads_per_process": 2,
      "num_machines": 1,
      "num_processes": 1,
      "optimizer": "prodigyplus.ProdigyPlusScheduleFree",
      "optimizer_args": "\"weight_decay=0\" \"d_coef=1\" \"use_bias_correction=True\" \"betas=0.9,0.999\"",
      "output_dir": "/root/autodl-tmp/outputs",
      "output_name": "bulge_down_leg-NAI-VPRED1.0-V3-loha-dim16conv8alpha1-drop0.1-SNR5-EQVAE",
      "persistent_data_loader_workers": false,
      "pos_emb_random_crop_rate": 0,
      "pretrained_model_name_or_path": "/root/kohya_ss/models/noobaiVPred10WithEQ_experimentalEQVAE.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": "bdl, 1girl, futanari, 2b (nier:automata), large penis, solo, impossible bodysuit, white latex bodysuit, skin tight, hand on own hip, white hair, short hair, large breasts, black blindfold, nose, mole under mouth, covered eyes,  bulge down leg, covered penis, covered testicles, penis in bodysuit, very awa, masterpiece, best quality, good quality, absurdres, highres, newest, very aesthetic, --n worst aesthetic, worst quality, normal quality, lowres, old, early, mid, recent, ambiguous form, bad anatomy, bad fingers, bad hands, watermark, username, logo, signature, bar censor, mosaic censoring --w 1024 --h 1024 --l 5 --s 28",
      "sample_sampler": "euler",
      "save_clip": false,
      "save_every_n_epochs": 1,
      "save_every_n_steps": 0,
      "save_last_n_epochs": 0,
      "save_last_n_epochs_state": 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,
      "save_t5xxl": false,
      "scale_v_pred_loss_like_noise_pred": false,
      "scale_weight_norms": 0,
      "sd3_cache_text_encoder_outputs": false,
      "sd3_cache_text_encoder_outputs_to_disk": false,
      "sd3_checkbox": false,
      "sd3_clip_l": "",
      "sd3_clip_l_dropout_rate": 0,
      "sd3_disable_mmap_load_safetensors": false,
      "sd3_enable_scaled_pos_embed": false,
      "sd3_fused_backward_pass": false,
      "sd3_t5_dropout_rate": 0,
      "sd3_t5xxl": "",
      "sd3_text_encoder_batch_size": 1,
      "sdxl": true,
      "sdxl_cache_text_encoder_outputs": false,
      "sdxl_no_half_vae": true,
      "seed": 31337,
      "shuffle_caption": true,
      "single_blocks_to_swap": 0,
      "single_dim": "",
      "single_mod_dim": "",
      "skip_cache_check": false,
      "split_mode": false,
      "split_qkv": false,
      "stop_text_encoder_training": 0,
      "t5xxl": "",
      "t5xxl_device": "",
      "t5xxl_dtype": "bf16",
      "t5xxl_lr": 0,
      "t5xxl_max_token_length": 512,
      "text_encoder_lr": 1,
      "timestep_sampling": "sigma",
      "train_batch_size": 5,
      "train_blocks": "all",
      "train_data_dir": "/root/autodl-tmp/bulge_down_leg_V2",
      "train_double_block_indices": "all",
      "train_lora_ggpo": false,
      "train_norm": false,
      "train_on_input": true,
      "train_single_block_indices": "all",
      "train_t5xxl": false,
      "training_comment": "",
      "txt_attn_dim": "",
      "txt_mlp_dim": "",
      "txt_mod_dim": "",
      "unet_lr": 1,
      "unit": 1,
      "up_lr_weight": "",
      "use_cp": false,
      "use_scalar": false,
      "use_tucker": false,
      "v2": false,
      "v_parameterization": true,
      "v_pred_like_loss": 0,
      "vae": "",
      "vae_batch_size": 0,
      "wandb_api_key": "",
      "wandb_run_name": "",
      "weighted_captions": false,
      "weighting_scheme": "logit_normal",
      "xformers": "xformers"
    }