Merge pull request #2455 from bmaltais/dev

v24.1.1

.release

@@ -1 +1 @@
-v24.1.0
+v24.1.1

README.md

@@ -47,6 +47,7 @@ The GUI allows you to set the training parameters and generate and run the requi
   - [SDXL training](#sdxl-training)
   - [Masked loss](#masked-loss)
   - [Change History](#change-history)
+    - [v24.1.1](#v2411)
     - [v24.1.0](#v2410)
 
 ## 🦒 Colab
@@ -441,6 +442,10 @@ ControlNet dataset is used to specify the mask. The mask images should be the RG
 
 ## Change History
 
+### v24.1.1
+
+- Fix small issue with VAE file path validation
+
 ### v24.1.0
 
 - To ensure cross-platform compatibility and security, the GUI now defaults to using "shell=False" when running subprocesses. This is based on documentation and should not cause issues on most platforms. However, some users have reported issues on specific platforms such as runpod and colab. PLease open an issue if you encounter any issues.

kohya_gui/dreambooth_gui.py

@@ -541,7 +541,7 @@ def train_model(
     if not validate_folder_path(train_data_dir):
         return TRAIN_BUTTON_VISIBLE
 
-    if not validate_folder_path(vae):
+    if not validate_file_path(vae):
         return TRAIN_BUTTON_VISIBLE
     #
     # End of path validation

kohya_gui/lora_gui.py

@@ -732,7 +732,7 @@ def train_model(
     if not validate_folder_path(train_data_dir):
         return TRAIN_BUTTON_VISIBLE
 
-    if not validate_folder_path(vae):
+    if not validate_file_path(vae):
         return TRAIN_BUTTON_VISIBLE
 
     #

kohya_gui/textual_inversion_gui.py

@@ -542,7 +542,7 @@ def train_model(
     if not validate_folder_path(train_data_dir):
         return TRAIN_BUTTON_VISIBLE
 
-    if not validate_folder_path(vae):
+    if not validate_file_path(vae):
         return TRAIN_BUTTON_VISIBLE
 
     #

test/config/finetune-AdamW-toml.json

@@ -1,51 +1,76 @@
 {
   "adaptive_noise_scale": 0,
   "additional_parameters": "",
+  "async_upload": false,
   "batch_size": "8",
   "block_lr": "",
   "bucket_no_upscale": false,
   "bucket_reso_steps": 1,
   "cache_latents": true,
   "cache_latents_to_disk": false,
-  "caption_dropout_every_n_epochs": 0.0,
+  "caption_dropout_every_n_epochs": 0,
   "caption_dropout_rate": 0,
   "caption_extension": ".txt",
   "caption_metadata_filename": "meta-1_cap.json",
   "clip_skip": 1,
   "color_aug": false,
   "create_buckets": false,
   "create_caption": true,
-  "dataset_config": "D:/kohya_ss/test/config/dataset-finetune.toml",
+  "dataset_config": "./test/config/dataset-finetune.toml",
   "dataset_repeats": "50",
+  "debiased_estimation_loss": false,
+  "dynamo_backend": "no",
+  "dynamo_mode": "default",
+  "dynamo_use_dynamic": false,
+  "dynamo_use_fullgraph": false,
   "epoch": 2,
+  "extra_accelerate_launch_args": "",
   "flip_aug": false,
   "full_bf16": false,
   "full_fp16": false,
   "full_path": true,
   "gpu_ids": "",
-  "gradient_accumulation_steps": 1.0,
+  "gradient_accumulation_steps": 1,
   "gradient_checkpointing": false,
+  "huber_c": 0.1,
+  "huber_schedule": "snr",
+  "huggingface_path_in_repo": "",
+  "huggingface_repo_id": "",
+  "huggingface_repo_type": "",
+  "huggingface_repo_visibility": "",
+  "huggingface_token": "",
   "image_folder": "",
+  "ip_noise_gamma": 0,
+  "ip_noise_gamma_random_strength": false,
   "keep_tokens": 0,
   "latent_metadata_filename": "meta-1_lat.json",
   "learning_rate": 1e-05,
   "learning_rate_te": 5e-06,
   "learning_rate_te1": 5e-06,
-  "learning_rate_te2": 0.0,
+  "learning_rate_te2": 0,
   "log_tracker_config": "",
   "log_tracker_name": "",
+  "log_with": "",
   "logging_dir": "./test/ft",
+  "loss_type": "l2",
   "lr_scheduler": "cosine_with_restarts",
   "lr_scheduler_args": "",
   "lr_warmup": 10,
+  "main_process_port": 0,
+  "masked_loss": false,
   "max_bucket_reso": "1024",
-  "max_data_loader_n_workers": "0",
+  "max_data_loader_n_workers": 0,
   "max_resolution": "512,512",
   "max_timestep": 1000,
-  "max_token_length": "75",
-  "max_train_epochs": "",
-  "max_train_steps": "20",
+  "max_token_length": 75,
+  "max_train_epochs": 0,
+  "max_train_steps": 20,
   "mem_eff_attn": false,
+  "metadata_author": "",
+  "metadata_description": "",
+  "metadata_license": "",
+  "metadata_tags": "",
+  "metadata_title": "",
   "min_bucket_reso": "256",
   "min_snr_gamma": 0,
   "min_timestep": 0,
@@ -55,6 +80,7 @@
   "multires_noise_discount": 0,
   "multires_noise_iterations": 0,
   "noise_offset": 0,
+  "noise_offset_random_strength": false,
   "noise_offset_type": "Original",
   "num_cpu_threads_per_process": 2,
   "num_machines": 1,
@@ -67,28 +93,31 @@
   "pretrained_model_name_or_path": "runwayml/stable-diffusion-v1-5",
   "random_crop": false,
   "resume": "",
+  "resume_from_huggingface": "",
   "sample_every_n_epochs": 0,
   "sample_every_n_steps": 0,
   "sample_prompts": "",
   "sample_sampler": "euler_a",
+  "save_as_bool": false,
   "save_every_n_epochs": 1,
   "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": false,
+  "save_state_on_train_end": false,
+  "save_state_to_huggingface": false,
   "scale_v_pred_loss_like_noise_pred": false,
   "sdxl_cache_text_encoder_outputs": false,
   "sdxl_checkbox": false,
   "sdxl_no_half_vae": false,
-  "seed": "1234",
+  "seed": 1234,
   "shuffle_caption": false,
   "train_batch_size": 4,
   "train_dir": "./test",
   "train_text_encoder": true,
   "use_latent_files": "No",
-  "use_wandb": false,
   "v2": false,
   "v_parameterization": false,
   "v_pred_like_loss": 0,