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config_lora-20250316-041748.toml

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+ae = "/workspace/flux_vae.safetensors"
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents_to_disk = true
+cache_text_encoder_outputs_to_disk = true
+caption_extension = ".txt"
+clip_l = "/workspace/clip_l.safetensors"
+clip_skip = 1
+discrete_flow_shift = 3.0
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 10
+full_bf16 = true
+gradient_accumulation_steps = 1
+gradient_checkpointing = true
+guidance_scale = 3.5
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+logging_dir = "/workspace/train/log"
+loss_type = "l2"
+lr_scheduler = "cosine_with_restarts"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+lr_warmup_steps = 0.1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_train_steps = 150
+metadata_author = "Chris Hsu"
+metadata_description = "landscape for Overhead view"
+metadata_title = "landscapeOverhead_A6000"
+min_bucket_reso = 256
+mixed_precision = "bf16"
+model_prediction_type = "sigma_scaled"
+network_alpha = 8
+network_args = [ "train_double_block_indices=all", "train_single_block_indices=all",]
+network_dim = 4
+network_module = "networks.lora_flux"
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/train/model"
+output_name = "landscapeOverhead_A6000"
+pretrained_model_name_or_path = "/workspace/flux1-dev.safetensors"
+prior_loss_weight = 1
+resolution = "1024,1024"
+sample_every_n_epochs = 1
+sample_prompts = "/workspace/train/model/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "bf16"
+t5xxl = "/workspace/t5xxl_fp16.safetensors"
+t5xxl_max_token_length = 512
+text_encoder_lr = [ 1e-5, 1e-5,]
+timestep_sampling = "sigma"
+train_batch_size = 2
+train_data_dir = "/workspace/train/img"
+unet_lr = 1e-5
+wandb_run_name = "landscapeOverhead_A6000"
+xformers = true

landscapeOverhead_A6000.json

@@ -0,0 +1,229 @@
+{
+  "LoRA_type": "Flux1",
+  "LyCORIS_preset": "full",
+  "adaptive_noise_scale": 0,
+  "additional_parameters": "",
+  "ae": "/workspace/flux_vae.safetensors",
+  "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": true,
+  "caption_dropout_every_n_epochs": 0,
+  "caption_dropout_rate": 0,
+  "caption_extension": ".txt",
+  "clip_g": "",
+  "clip_g_dropout_rate": 0,
+  "clip_l": "/workspace/clip_l.safetensors",
+  "clip_skip": 1,
+  "color_aug": false,
+  "constrain": 0,
+  "conv_alpha": 1,
+  "conv_block_alphas": "",
+  "conv_block_dims": "",
+  "conv_dim": 1,
+  "cpu_offload_checkpointing": false,
+  "dataset_config": "",
+  "debiased_estimation_loss": false,
+  "decompose_both": false,
+  "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": 10,
+  "extra_accelerate_launch_args": "",
+  "factor": -1,
+  "flip_aug": false,
+  "flux1_cache_text_encoder_outputs": false,
+  "flux1_cache_text_encoder_outputs_to_disk": true,
+  "flux1_checkbox": true,
+  "fp8_base": false,
+  "fp8_base_unet": false,
+  "full_bf16": true,
+  "full_fp16": false,
+  "gpu_ids": "",
+  "gradient_accumulation_steps": 1,
+  "gradient_checkpointing": true,
+  "guidance_scale": 3.5,
+  "highvram": false,
+  "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": "",
+  "in_dims": "",
+  "ip_noise_gamma": 0,
+  "ip_noise_gamma_random_strength": false,
+  "keep_tokens": 0,
+  "learning_rate": 1e-05,
+  "log_config": false,
+  "log_tracker_config": "",
+  "log_tracker_name": "",
+  "log_with": "",
+  "logging_dir": "/workspace/train/log",
+  "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_with_restarts",
+  "lr_scheduler_args": "",
+  "lr_scheduler_num_cycles": 1,
+  "lr_scheduler_power": 1,
+  "lr_scheduler_type": "",
+  "lr_warmup": 10,
+  "lr_warmup_steps": 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": 225,
+  "max_train_epochs": 0,
+  "max_train_steps": 0,
+  "mem_eff_attn": false,
+  "mem_eff_save": false,
+  "metadata_author": "Chris Hsu",
+  "metadata_description": "landscape for Overhead view",
+  "metadata_license": "",
+  "metadata_tags": "",
+  "metadata_title": "landscapeOverhead_A6000",
+  "mid_lr_weight": "",
+  "min_bucket_reso": 256,
+  "min_snr_gamma": 0,
+  "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": 0.3,
+  "multires_noise_iterations": 0,
+  "network_alpha": 8,
+  "network_dim": 4,
+  "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": "AdamW8bit",
+  "optimizer_args": "",
+  "output_dir": "/workspace/train/model",
+  "output_name": "landscapeOverhead_A6000",
+  "persistent_data_loader_workers": false,
+  "pos_emb_random_crop_rate": 0,
+  "pretrained_model_name_or_path": "/workspace/flux1-dev.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": "Detailed aerial watercolor rendering of a comprehensive landscape architecture master plan for an urban park development. The illustration showcases a minimalist curved cultural building with a distinctive concave gray roof as the focal architectural element, strategically positioned in relation to surrounding green spaces. The landscape design features an intricate network of wooden boardwalks and earth-toned pathways that create a flowing circulation system throughout the park, connecting various programmatic zones. --w 1024 --h 768 --l 7.0 \nA sophisticated aerial perspective visualization illustrating an urban park that exemplifies contemporary landscape architectural principles through its celebration of seasonal phenomena, particularly the ephemeral beauty of flowering cherry trees. The rendering employs a refined watercolor technique with nuanced transparent washes that create atmospheric depth while maintaining clarity of spatial relationships, particularly evident in the treatment of vegetation masses and the subtle modulation of green tones throughout the composition. --w 1024 --h 768 --l 7.0\nA comprehensive bird's-eye perspective visualization illustrating an ambitious waterfront park development that exemplifies contemporary landscape architectural principles through its integration of spectacular ornamental displays, varied recreational spaces, and thoughtful visitor amenities. The illustration employs a vibrant watercolor technique with saturated color application that emphasizes the park's dramatic flowering meadows while maintaining clarity of spatial relationships. --w 1024 --h 768 --l 7.0",
+  "sample_sampler": "euler_a",
+  "save_as_bool": false,
+  "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": false,
+  "sdxl_cache_text_encoder_outputs": false,
+  "sdxl_no_half_vae": false,
+  "seed": 0,
+  "shuffle_caption": false,
+  "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": "/workspace/t5xxl_fp16.safetensors",
+  "t5xxl_device": "",
+  "t5xxl_dtype": "bf16",
+  "t5xxl_lr": 1e-05,
+  "t5xxl_max_token_length": 512,
+  "text_encoder_lr": 1e-05,
+  "timestep_sampling": "sigma",
+  "train_batch_size": 2,
+  "train_blocks": "all",
+  "train_data_dir": "/workspace/train/img",
+  "train_double_block_indices": "all",
+  "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": 1e-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,
+  "weighting_scheme": "logit_normal",
+  "xformers": "xformers"
+}