It has been a while but my settings don't really change - I used something similar to this for the pony version

{

  "LoRA_type": "Standard",

  "LyCORIS_preset": "full",

  "adaptive_noise_scale": 0,

  "additional_parameters": "",

  "async_upload": false,

  "block_alphas": "",

  "block_dims": "",

  "block_lr_zero_threshold": "",

  "bucket_no_upscale": true,

  "bucket_reso_steps": 64,

  "bypass_mode": false,

  "cache_latents": true,

  "cache_latents_to_disk": true,

  "caption_dropout_every_n_epochs": 0,

  "caption_dropout_rate": 0.05,

  "caption_extension": ".txt",

  "clip_skip": 2,

  "color_aug": false,

  "constrain": 0,

  "conv_alpha": 1,

  "conv_block_alphas": "",

  "conv_block_dims": "",

  "conv_dim": 1,

  "dataset_config": "",

  "debiased_estimation_loss": false,

  "decompose_both": false,

  "dim_from_weights": false,

  "dora_wd": false,

  "down_lr_weight": "",

  "dynamo_backend": "no",

  "dynamo_mode": "default",

  "dynamo_use_dynamic": false,

  "dynamo_use_fullgraph": false,

  "enable_bucket": true,

  "epoch": 6,

  "extra_accelerate_launch_args": "",

  "factor": -1,

  "flip_aug": false,

  "fp8_base": false,

  "full_bf16": false,

  "full_fp16": false,

  "gpu_ids": "",

  "gradient_accumulation_steps": 1,

  "gradient_checkpointing": true,

  "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,

  "ip_noise_gamma_random_strength": false,

  "keep_tokens": 0,

  "learning_rate": 4e-05,

  "log_tracker_config": "",

  "log_tracker_name": "",

  "log_with": "",

  "logging_dir": "F:/downlad/kohya_ss-24.1.4/dataset\\log",

  "loss_type": "l2",

  "lr_scheduler": "constant",

  "lr_scheduler_args": "",

  "lr_scheduler_num_cycles": 1,

  "lr_scheduler_power": 1,

  "lr_warmup": 0,

  "main_process_port": 0,

  "masked_loss": false,

  "max_bucket_reso": 2048,

  "max_data_loader_n_workers": 0,

  "max_grad_norm": 1,

  "max_resolution": "1024,1024",

  "max_timestep": 1000,

  "max_token_length": 75,

  "max_train_epochs": 6,

  "max_train_steps": 0,

  "mem_eff_attn": false,

  "metadata_author": "",

  "metadata_description": "",

  "metadata_license": "",

  "metadata_tags": "",

  "metadata_title": "",

  "mid_lr_weight": "",

  "min_bucket_reso": 64,

  "min_snr_gamma": 5,

  "min_timestep": 0,

  "mixed_precision": "bf16",

  "model_list": "custom",

  "module_dropout": 0,

  "multi_gpu": false,

  "multires_noise_discount": 0,

  "multires_noise_iterations": 0,

  "network_alpha": 48,

  "network_dim": 48,

  "network_dropout": 0,

  "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": "Adafactor",

  "optimizer_args": "scale_parameter=False relative_step=False warmup_init=False",

  "output_dir": "F:/downlad/kohya_ss-24.1.4/dataset\\model",

  "output_name": "EssentiallyPony-MoreThreeDee_v1",

  "persistent_data_loader_workers": false,

  "pretrained_model_name_or_path": "F:/fok/AGAIN/ComfyUI/models/checkpoints/ponyDiffusionV6XL_v6StartWithThisOne.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": 0,

  "sample_every_n_steps": 0,

  "sample_prompts": "",

  "sample_sampler": "euler_a",

  "save_every_n_epochs": 2,

  "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": true,

  "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": 0,

  "shuffle_caption": false,

  "stop_text_encoder_training_pct": 0,

  "text_encoder_lr": 4e-05,

  "train_batch_size": 6,

  "train_data_dir": "F:/downlad/kohya_ss-24.1.4/dataset\\img",

  "train_norm": false,

  "train_on_input": true,

  "training_comment": "",

  "unet_lr": 4e-05,

  "unit": 1,

  "up_lr_weight": "",

  "use_cp": false,

  "use_scalar": false,

  "use_tucker": false,

  "v2": false,

  "v_parameterization": false,

  "v_pred_like_loss": 0,

  "vae": "",

  "vae_batch_size": 0,

  "wandb_api_key": "",

  "wandb_run_name": "",

  "weighted_captions": false,

  "xformers": "xformers"

}