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Flux Training Parameters

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Sep 22nd, 2024
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  1. {
  2. "LoRA_type": "Flux1",
  3. "LyCORIS_preset": "full",
  4. "adaptive_noise_scale": 0,
  5. "additional_parameters": "",
  6. "ae": "C:/Code/ComfyUI/models/vae/ae.safetensors",
  7. "apply_t5_attn_mask": true,
  8. "async_upload": false,
  9. "block_alphas": "",
  10. "block_dims": "",
  11. "block_lr_zero_threshold": "",
  12. "bucket_no_upscale": true,
  13. "bucket_reso_steps": 64,
  14. "bypass_mode": false,
  15. "cache_latents": true,
  16. "cache_latents_to_disk": true,
  17. "caption_dropout_every_n_epochs": 0,
  18. "caption_dropout_rate": 0,
  19. "caption_extension": ".txt",
  20. "clip_l": "C:/Code/ComfyUI/models/clip/clip_l.safetensors",
  21. "clip_skip": 1,
  22. "color_aug": false,
  23. "constrain": 0,
  24. "conv_alpha": 1,
  25. "conv_block_alphas": "",
  26. "conv_block_dims": "",
  27. "conv_dim": 1,
  28. "cpu_offload_checkpointing": false,
  29. "dataset_config": "",
  30. "debiased_estimation_loss": false,
  31. "decompose_both": false,
  32. "dim_from_weights": false,
  33. "discrete_flow_shift": 3,
  34. "dora_wd": false,
  35. "down_lr_weight": "",
  36. "dynamo_backend": "no",
  37. "dynamo_mode": "default",
  38. "dynamo_use_dynamic": false,
  39. "dynamo_use_fullgraph": false,
  40. "enable_bucket": true,
  41. "epoch": 20,
  42. "extra_accelerate_launch_args": "",
  43. "factor": -1,
  44. "flip_aug": false,
  45. "flux1_cache_text_encoder_outputs": true,
  46. "flux1_cache_text_encoder_outputs_to_disk": true,
  47. "flux1_checkbox": true,
  48. "fp8_base": true,
  49. "fp8_base_unet": false,
  50. "full_bf16": true,
  51. "full_fp16": false,
  52. "gpu_ids": "",
  53. "gradient_accumulation_steps": 1,
  54. "gradient_checkpointing": true,
  55. "guidance_scale": 1,
  56. "highvram": false,
  57. "huber_c": 0.1,
  58. "huber_schedule": "snr",
  59. "huggingface_path_in_repo": "",
  60. "huggingface_repo_id": "",
  61. "huggingface_repo_type": "",
  62. "huggingface_repo_visibility": "",
  63. "huggingface_token": "",
  64. "ip_noise_gamma": 0,
  65. "ip_noise_gamma_random_strength": false,
  66. "keep_tokens": 0,
  67. "learning_rate": 0.0001,
  68. "log_config": false,
  69. "log_tracker_config": "",
  70. "log_tracker_name": "",
  71. "log_with": "",
  72. "logging_dir": "C:/Code/kohya_ss/outputs\\log",
  73. "loraplus_lr_ratio": 0,
  74. "loraplus_text_encoder_lr_ratio": 0,
  75. "loraplus_unet_lr_ratio": 0,
  76. "loss_type": "l2",
  77. "lowvram": false,
  78. "lr_scheduler": "constant",
  79. "lr_scheduler_args": "",
  80. "lr_scheduler_num_cycles": 1,
  81. "lr_scheduler_power": 1,
  82. "lr_scheduler_type": "",
  83. "lr_warmup": 0,
  84. "lr_warmup_steps": 0,
  85. "main_process_port": 0,
  86. "masked_loss": false,
  87. "max_bucket_reso": 2048,
  88. "max_data_loader_n_workers": 0,
  89. "max_grad_norm": 1,
  90. "max_resolution": "1024,1024",
  91. "max_timestep": 1000,
  92. "max_token_length": 75,
  93. "max_train_epochs": 0,
  94. "max_train_steps": 0,
  95. "mem_eff_attn": false,
  96. "mem_eff_save": false,
  97. "metadata_author": "",
  98. "metadata_description": "",
  99. "metadata_license": "",
  100. "metadata_tags": "",
  101. "metadata_title": "",
  102. "mid_lr_weight": "",
  103. "min_bucket_reso": 256,
  104. "min_snr_gamma": 7,
  105. "min_timestep": 0,
  106. "mixed_precision": "bf16",
  107. "model_list": "custom",
  108. "model_prediction_type": "raw",
  109. "module_dropout": 0,
  110. "multi_gpu": false,
  111. "multires_noise_discount": 0.3,
  112. "multires_noise_iterations": 0,
  113. "network_alpha": 32,
  114. "network_dim": 16,
  115. "network_dropout": 0,
  116. "network_weights": "",
  117. "noise_offset": 0.05,
  118. "noise_offset_random_strength": false,
  119. "noise_offset_type": "Original",
  120. "num_cpu_threads_per_process": 2,
  121. "num_machines": 1,
  122. "num_processes": 1,
  123. "optimizer": "AdamW8bit",
  124. "optimizer_args": "",
  125. "output_dir": "C:/Code/kohya_ss/outputs\\model",
  126. "output_name": "Simple_Vector_Flux_v2",
  127. "persistent_data_loader_workers": false,
  128. "pretrained_model_name_or_path": "C:/Code/ComfyUI/models/unet/flux1-dev.safetensors",
  129. "prior_loss_weight": 1,
  130. "random_crop": false,
  131. "rank_dropout": 0,
  132. "rank_dropout_scale": false,
  133. "reg_data_dir": "",
  134. "rescaled": false,
  135. "resume": "",
  136. "resume_from_huggingface": "",
  137. "sample_every_n_epochs": 0,
  138. "sample_every_n_steps": 150,
  139. "sample_prompts": "v3ct0r, vector art style cute dog, simple clean lines, isolated on a white background --w 1024 --h 1024 --s 20 --l 4 --d 42\nv3ct0r, vector art style cute girl reading a book on a large pillow, isolated on a white background --w 1024 --h 1024 --s 20 --l 4 --d 42\nv3ct0r vector style doctor in a lab coat, simple illustration, clean lines, appropriate for stock imagery --w 1024 --h 1024 --s 20 --l 4 --d 42\nv3ct0r vector style rocket, isolated on a white background --w 1024 --h 1024 --s 20 --l 4 --d 42\n",
  140. "sample_sampler": "euler",
  141. "save_every_n_epochs": 1,
  142. "save_every_n_steps": 500,
  143. "save_last_n_steps": 0,
  144. "save_last_n_steps_state": 0,
  145. "save_model_as": "safetensors",
  146. "save_precision": "bf16",
  147. "save_state": false,
  148. "save_state_on_train_end": false,
  149. "save_state_to_huggingface": false,
  150. "scale_v_pred_loss_like_noise_pred": false,
  151. "scale_weight_norms": 0,
  152. "sdxl": false,
  153. "sdxl_cache_text_encoder_outputs": true,
  154. "sdxl_no_half_vae": true,
  155. "seed": 42,
  156. "shuffle_caption": false,
  157. "split_mode": false,
  158. "split_qkv": false,
  159. "stop_text_encoder_training": 0,
  160. "t5xxl": "C:/Code/ComfyUI/models/clip/t5xxl_fp16.safetensors",
  161. "t5xxl_lr": 0,
  162. "t5xxl_max_token_length": 512,
  163. "text_encoder_lr": 0,
  164. "timestep_sampling": "sigmoid",
  165. "train_batch_size": 1,
  166. "train_blocks": "all",
  167. "train_data_dir": "C:/Code/kohya_ss/outputs\\img",
  168. "train_norm": false,
  169. "train_on_input": true,
  170. "train_t5xxl": false,
  171. "training_comment": "",
  172. "unet_lr": 0.0001,
  173. "unit": 1,
  174. "up_lr_weight": "",
  175. "use_cp": false,
  176. "use_scalar": false,
  177. "use_tucker": false,
  178. "v2": false,
  179. "v_parameterization": false,
  180. "v_pred_like_loss": 0,
  181. "vae": "",
  182. "vae_batch_size": 0,
  183. "wandb_api_key": "",
  184. "wandb_run_name": "",
  185. "weighted_captions": false,
  186. "xformers": "sdpa"
  187. }
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