<h3 id="updated-ver-noob-v-pred-v2-af4fz0yz2">Updated Ver NOOB V-PRED V2</h3>Trained based on NOOB V-PRED 1.0 with OneTrainer. See about this version for training details.Pros:<ul><li>Better artstyle.</li><li>Better concept generation</li></ul>Cons:<ul><li>Frequent distortions of anatomy.</li></ul><h3 id="ver-noob-e-pred-v1-x1d3xjin3">Ver NOOB E-PRED V1</h3>Trained based on NOOB E-PRED V1.0. See about the version for training details.Pros:<ul><li>Better artstyle.</li></ul>Cons:<ul><li>Less sensitive to trigger words compared to previous versions.</li><li>Frequent distortions of anatomy.</li></ul><h3 id="introduction-r6nsm27d9">Introduction</h3>A Pony based LyCORIS to generate the concept Shared onahole. Two trigger words set. Use size words to control the penis. See the examples first.<h3 id="pros-yucbohdeu">Pros</h3><ul><li>Concept generation</li></ul><h3 id="cons-sgrz55wmz">Cons</h3><ul><li>Not responsive to trigger words, you need to upweight it or roll for it times to times</li><li>Many trials needed</li><li>Influence on art style</li><li>Only front view and side view supported, back view etc will result in chaos</li></ul><h3 id="training-details-1s02e3k9k">Training details</h3>See about the version.

Shared onahole (Noob and Pony Version)

<pre><code>{
 "__version": 6,
 "training_method": "LORA",
 "model_type": "STABLE_DIFFUSION_XL_10_BASE",
 "debug_mode": false,
 "debug_dir": "debug",
 "workspace_dir": "G:/OneTrainer/outputs",
 "cache_dir": "workspace-cache/run",
 "tensorboard": true,
 "tensorboard_expose": false,
 "tensorboard_port": 6007,
 "validation": false,
 "validate_after": 1,
 "validate_after_unit": "EPOCH",
 "continue_last_backup": false,
 "include_train_config": "SETTINGS",
 "base_model_name": "G:/stable-diffusion-webui-reForge/models/Stable-diffusion/illustrious/noobaiXLNAIXL_vPred10Version.safetensors",
 "weight_dtype": "FLOAT_16",
 "output_dtype": "BFLOAT_16",
 "output_model_format": "SAFETENSORS",
 "output_model_destination": "G:/OneTrainer/outputs/shared_onahole-NOOB-VPRED1.0-V2-loha-32-drop0.1.safetensors",
 "gradient_checkpointing": "ON",
 "enable_async_offloading": true,
 "enable_activation_offloading": true,
 "layer_offload_fraction": 0.0,
 "force_circular_padding": false,
 "concept_file_name": "training_concepts/concepts.json",
 "concepts": [
 {
 "__version": 1,
 "image": {
 "__version": 0,
 "enable_crop_jitter": true,
 "enable_random_flip": true,
 "enable_fixed_flip": false,
 "enable_random_rotate": false,
 "enable_fixed_rotate": false,
 "random_rotate_max_angle": 0.0,
 "enable_random_brightness": false,
 "enable_fixed_brightness": false,
 "random_brightness_max_strength": 0.0,
 "enable_random_contrast": false,
 "enable_fixed_contrast": false,
 "random_contrast_max_strength": 0.0,
 "enable_random_saturation": false,
 "enable_fixed_saturation": false,
 "random_saturation_max_strength": 0.0,
 "enable_random_hue": false,
 "enable_fixed_hue": false,
 "random_hue_max_strength": 0.0,
 "enable_resolution_override": false,
 "resolution_override": "512",
 "enable_random_circular_mask_shrink": false,
 "enable_random_mask_rotate_crop": false
 },
 "text": {
 "__version": 0,
 "prompt_source": "sample",
 "prompt_path": "",
 "enable_tag_shuffling": true,
 "tag_delimiter": ",",
 "keep_tags_count": 1,
 "tag_dropout_enable": false,
 "tag_dropout_mode": "FULL",
 "tag_dropout_probability": 0.0,
 "tag_dropout_special_tags_mode": "NONE",
 "tag_dropout_special_tags": "",
 "tag_dropout_special_tags_regex": false,
 "caps_randomize_enable": false,
 "caps_randomize_mode": "capslock, title, first, random",
 "caps_randomize_probability": 0.0,
 "caps_randomize_lowercase": false
 },
 "name": "",
 "path": "F:/dataset/shared_onahole_V1/10_pwp",
 "seed": 144101841,
 "enabled": true,
 "validation_concept": false,
 "include_subdirectories": false,
 "image_variations": 1,
 "text_variations": 1,
 "balancing": 10.0,
 "balancing_strategy": "REPEATS",
 "loss_weight": 1.0
 },
 {
 "__version": 1,
 "image": {
 "__version": 0,
 "enable_crop_jitter": true,
 "enable_random_flip": true,
 "enable_fixed_flip": false,
 "enable_random_rotate": false,
 "enable_fixed_rotate": false,
 "random_rotate_max_angle": 0.0,
 "enable_random_brightness": false,
 "enable_fixed_brightness": false,
 "random_brightness_max_strength": 0.0,
 "enable_random_contrast": false,
 "enable_fixed_contrast": false,
 "random_contrast_max_strength": 0.0,
 "enable_random_saturation": false,
 "enable_fixed_saturation": false,
 "random_saturation_max_strength": 0.0,
 "enable_random_hue": false,
 "enable_fixed_hue": false,
 "random_hue_max_strength": 0.0,
 "enable_resolution_override": false,
 "resolution_override": "512",
 "enable_random_circular_mask_shrink": false,
 "enable_random_mask_rotate_crop": false
 },
 "text": {
 "__version": 0,
 "prompt_source": "sample",
 "prompt_path": "",
 "enable_tag_shuffling": true,
 "tag_delimiter": ",",
 "keep_tags_count": 1,
 "tag_dropout_enable": false,
 "tag_dropout_mode": "FULL",
 "tag_dropout_probability": 0.0,
 "tag_dropout_special_tags_mode": "NONE",
 "tag_dropout_special_tags": "",
 "tag_dropout_special_tags_regex": false,
 "caps_randomize_enable": false,
 "caps_randomize_mode": "capslock, title, first, random",
 "caps_randomize_probability": 0.0,
 "caps_randomize_lowercase": false
 },
 "name": "",
 "path": "F:/dataset/shared_onahole_V1/13_p2p",
 "seed": 1056733745,
 "enabled": true,
 "validation_concept": false,
 "include_subdirectories": false,
 "image_variations": 1,
 "text_variations": 1,
 "balancing": 13.0,
 "balancing_strategy": "REPEATS",
 "loss_weight": 1.0
 }
 ],
 "aspect_ratio_bucketing": true,
 "latent_caching": true,
 "clear_cache_before_training": true,
 "learning_rate_scheduler": "COSINE",
 "custom_learning_rate_scheduler": null,
 "scheduler_params": [],
 "learning_rate": 1.0,
 "learning_rate_warmup_steps": 0.0,
 "learning_rate_cycles": 1.0,
 "learning_rate_min_factor": 0.0,
 "epochs": 10,
 "batch_size": 2,
 "gradient_accumulation_steps": 1,
 "ema": "OFF",
 "ema_decay": 0.999,
 "ema_update_step_interval": 5,
 "dataloader_threads": 2,
 "train_device": "cuda",
 "temp_device": "cpu",
 "train_dtype": "BFLOAT_16",
 "fallback_train_dtype": "BFLOAT_16",
 "enable_autocast_cache": true,
 "only_cache": false,
 "resolution": "1024",
 "frames": "25",
 "attention_mechanism": "XFORMERS",
 "align_prop": false,
 "align_prop_probability": 0.1,
 "align_prop_loss": "AESTHETIC",
 "align_prop_weight": 0.01,
 "align_prop_steps": 20,
 "align_prop_truncate_steps": 0.5,
 "align_prop_cfg_scale": 7.0,
 "mse_strength": 1.0,
 "mae_strength": 0.0,
 "log_cosh_strength": 0.0,
 "vb_loss_strength": 1.0,
 "loss_weight_fn": "CONSTANT",
 "loss_weight_strength": 5.0,
 "dropout_probability": 0.1,
 "loss_scaler": "NONE",
 "learning_rate_scaler": "NONE",
 "clip_grad_norm": 1.0,
 "offset_noise_weight": 0.0,
 "perturbation_noise_weight": 0.0,
 "rescale_noise_scheduler_to_zero_terminal_snr": true,
 "force_v_prediction": false,
 "force_epsilon_prediction": false,
 "min_noising_strength": 0.0,
 "max_noising_strength": 1.0,
 "timestep_distribution": "LOGIT_NORMAL",
 "noising_weight": 0.2,
 "noising_bias": 0.0,
 "timestep_shift": 1.0,
 "dynamic_timestep_shifting": false,
 "unet": {
 "__version": 0,
 "model_name": "",
 "include": true,
 "train": true,
 "stop_training_after": 0,
 "stop_training_after_unit": "NEVER",
 "learning_rate": null,
 "weight_dtype": "NONE",
 "dropout_probability": 0.0,
 "train_embedding": true,
 "attention_mask": false,
 "guidance_scale": 1.0
 },
 "prior": {
 "__version": 0,
 "model_name": "",
 "include": true,
 "train": true,
 "stop_training_after": 0,
 "stop_training_after_unit": "NEVER",
 "learning_rate": null,
 "weight_dtype": "NONE",
 "dropout_probability": 0.0,
 "train_embedding": true,
 "attention_mask": false,
 "guidance_scale": 1.0
 },
 "text_encoder": {
 "__version": 0,
 "model_name": "",
 "include": true,
 "train": false,
 "stop_training_after": 20,
 "stop_training_after_unit": "NEVER",
 "learning_rate": null,
 "weight_dtype": "NONE",
 "dropout_probability": 0.0,
 "train_embedding": true,
 "attention_mask": false,
 "guidance_scale": 1.0
 },
 "text_encoder_layer_skip": 0,
 "text_encoder_2": {
 "__version": 0,
 "model_name": "",
 "include": true,
 "train": false,
 "stop_training_after": 20,
 "stop_training_after_unit": "NEVER",
 "learning_rate": null,
 "weight_dtype": "NONE",
 "dropout_probability": 0.0,
 "train_embedding": true,
 "attention_mask": false,
 "guidance_scale": 1.0
 },
 "text_encoder_2_layer_skip": 0,
 "text_encoder_3": {
 "__version": 0,
 "model_name": "",
 "include": true,
 "train": true,
 "stop_training_after": 30,
 "stop_training_after_unit": "EPOCH",
 "learning_rate": null,
 "weight_dtype": "NONE",
 "dropout_probability": 0.0,
 "train_embedding": true,
 "attention_mask": false,
 "guidance_scale": 1.0
 },
 "text_encoder_3_layer_skip": 0,
 "vae": {
 "__version": 0,
 "model_name": "",
 "include": true,
 "train": true,
 "stop_training_after": null,
 "stop_training_after_unit": "NEVER",
 "learning_rate": null,
 "weight_dtype": "FLOAT_32",
 "dropout_probability": 0.0,
 "train_embedding": true,
 "attention_mask": false,
 "guidance_scale": 1.0
 },
 "effnet_encoder": {
 "__version": 0,
 "model_name": "",
 "include": true,
 "train": true,
 "stop_training_after": null,
 "stop_training_after_unit": "NEVER",
 "learning_rate": null,
 "weight_dtype": "NONE",
 "dropout_probability": 0.0,
 "train_embedding": true,
 "attention_mask": false,
 "guidance_scale": 1.0
 },
 "decoder": {
 "__version": 0,
 "model_name": "",
 "include": true,
 "train": true,
 "stop_training_after": null,
 "stop_training_after_unit": "NEVER",
 "learning_rate": null,
 "weight_dtype": "NONE",
 "dropout_probability": 0.0,
 "train_embedding": true,
 "attention_mask": false,
 "guidance_scale": 1.0
 },
 "decoder_text_encoder": {
 "__version": 0,
 "model_name": "",
 "include": true,
 "train": true,
 "stop_training_after": null,
 "stop_training_after_unit": "NEVER",
 "learning_rate": null,
 "weight_dtype": "NONE",
 "dropout_probability": 0.0,
 "train_embedding": true,
 "attention_mask": false,
 "guidance_scale": 1.0
 },
 "decoder_vqgan": {
 "__version": 0,
 "model_name": "",
 "include": true,
 "train": true,
 "stop_training_after": null,
 "stop_training_after_unit": "NEVER",
 "learning_rate": null,
 "weight_dtype": "NONE",
 "dropout_probability": 0.0,
 "train_embedding": true,
 "attention_mask": false,
 "guidance_scale": 1.0
 },
 "masked_training": false,
 "unmasked_probability": 0.1,
 "unmasked_weight": 0.1,
 "normalize_masked_area_loss": false,
 "embedding_learning_rate": null,
 "preserve_embedding_norm": false,
 "embedding": {
 "__version": 0,
 "uuid": "491c91cb-4f84-4282-b0e2-cdc342cf8ea2",
 "model_name": "",
 "placeholder": "&lt;embedding&gt;",
 "train": true,
 "stop_training_after": null,
 "stop_training_after_unit": "NEVER",
 "token_count": 1,
 "initial_embedding_text": "*"
 },
 "additional_embeddings": [],
 "embedding_weight_dtype": "FLOAT_32",
 "cloud": {
 "__version": 0,
 "enabled": false,
 "type": "RUNPOD",
 "file_sync": "NATIVE_SCP",
 "create": true,
 "name": "OneTrainer",
 "tensorboard_tunnel": true,
 "sub_type": "COMMUNITY",
 "gpu_type": "NVIDIA GeForce RTX 4090",
 "volume_size": 100,
 "min_download": 0,
 "remote_dir": "/workspace",
 "huggingface_cache_dir": "/workspace/huggingface_cache",
 "onetrainer_dir": "/workspace/OneTrainer",
 "install_cmd": "git clone https://github.com/Nerogar/OneTrainer",
 "install_onetrainer": true,
 "update_onetrainer": true,
 "detach_trainer": false,
 "run_id": "job1",
 "download_samples": true,
 "download_output_model": true,
 "download_saves": true,
 "download_backups": false,
 "download_tensorboard": false,
 "delete_workspace": false,
 "on_finish": "NONE",
 "on_error": "NONE",
 "on_detached_finish": "NONE",
 "on_detached_error": "NONE"
 },
 "peft_type": "LOHA",
 "lora_model_name": "",
 "lora_rank": 32,
 "lora_alpha": 32.0,
 "lora_decompose": false,
 "lora_decompose_norm_epsilon": false,
 "lora_weight_dtype": "BFLOAT_16",
 "lora_layers": "attentions",
 "lora_layer_preset": "attn-mlp",
 "bundle_additional_embeddings": true,
 "optimizer": {
 "__version": 0,
 "optimizer": "PRODIGY",
 "adam_w_mode": false,
 "alpha": null,
 "amsgrad": false,
 "beta1": 0.9,
 "beta2": 0.999,
 "beta3": null,
 "bias_correction": false,
 "block_wise": false,
 "capturable": false,
 "centered": false,
 "clip_threshold": null,
 "d0": 1e-06,
 "d_coef": 1.0,
 "dampening": null,
 "decay_rate": null,
 "decouple": true,
 "differentiable": false,
 "eps": 1e-08,
 "eps2": null,
 "foreach": false,
 "fsdp_in_use": false,
 "fused": false,
 "fused_back_pass": false,
 "growth_rate": "inf",
 "initial_accumulator_value": null,
 "initial_accumulator": null,
 "is_paged": false,
 "log_every": null,
 "lr_decay": null,
 "max_unorm": null,
 "maximize": false,
 "min_8bit_size": null,
 "momentum": null,
 "nesterov": false,
 "no_prox": false,
 "optim_bits": null,
 "percentile_clipping": null,
 "r": null,
 "relative_step": false,
 "safeguard_warmup": true,
 "scale_parameter": false,
 "stochastic_rounding": true,
 "use_bias_correction": false,
 "use_triton": false,
 "warmup_init": false,
 "weight_decay": 0.0,
 "weight_lr_power": null,
 "decoupled_decay": false,
 "fixed_decay": false,
 "rectify": false,
 "degenerated_to_sgd": false,
 "k": null,
 "xi": null,
 "n_sma_threshold": null,
 "ams_bound": false,
 "adanorm": false,
 "adam_debias": false,
 "slice_p": 11,
 "cautious": false
 },
 "optimizer_defaults": {
 "PRODIGY": {
 "__version": 0,
 "optimizer": "PRODIGY",
 "adam_w_mode": false,
 "alpha": null,
 "amsgrad": false,
 "beta1": 0.9,
 "beta2": 0.999,
 "beta3": null,
 "bias_correction": false,
 "block_wise": false,
 "capturable": false,
 "centered": false,
 "clip_threshold": null,
 "d0": 1e-06,
 "d_coef": 1.0,
 "dampening": null,
 "decay_rate": null,
 "decouple": true,
 "differentiable": false,
 "eps": 1e-08,
 "eps2": null,
 "foreach": false,
 "fsdp_in_use": false,
 "fused": false,
 "fused_back_pass": false,
 "growth_rate": "inf",
 "initial_accumulator_value": null,
 "initial_accumulator": null,
 "is_paged": false,
 "log_every": null,
 "lr_decay": null,
 "max_unorm": null,
 "maximize": false,
 "min_8bit_size": null,
 "momentum": null,
 "nesterov": false,
 "no_prox": false,
 "optim_bits": null,
 "percentile_clipping": null,
 "r": null,
 "relative_step": false,
 "safeguard_warmup": true,
 "scale_parameter": false,
 "stochastic_rounding": true,
 "use_bias_correction": false,
 "use_triton": false,
 "warmup_init": false,
 "weight_decay": 0.0,
 "weight_lr_power": null,
 "decoupled_decay": false,
 "fixed_decay": false,
 "rectify": false,
 "degenerated_to_sgd": false,
 "k": null,
 "xi": null,
 "n_sma_threshold": null,
 "ams_bound": false,
 "adanorm": false,
 "adam_debias": false,
 "slice_p": 11,
 "cautious": false
 }
 },
 "sample_definition_file_name": "training_samples/samples.json",
 "samples": [],
 "sample_after": 1,
 "sample_after_unit": "EPOCH",
 "sample_skip_first": 0,
 "sample_image_format": "JPG",
 "sample_video_format": "MP4",
 "sample_audio_format": "MP3",
 "samples_to_tensorboard": true,
 "non_ema_sampling": true,
 "backup_after": 10,
 "backup_after_unit": "NEVER",
 "rolling_backup": false,
 "rolling_backup_count": 3,
 "backup_before_save": false,
 "save_every": 1,
 "save_every_unit": "EPOCH",
 "save_skip_first": 0,
 "save_filename_prefix": "shared_onahole-NOOB-VPRED1.0-V2-loha-32-drop0.1"
}</code></pre>

Files with SHA256: 5f3bbb8edd5c9c537a0a85a9df3beaaab89113b7581ff6da361b2213b9998729