Upload training config

training_config.yaml

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+---
+job: extension
+config:
+  # this name will be the folder and filename name
+  name: "0__11Xx"
+  process:
+    - type: 'sd_trainer'
+      # root folder to save training sessions/samples/weights
+      training_folder: "/opt/stationthis/jobs/training-1774557949786/output"
+      # uncomment to see performance stats in the terminal every N steps
+#      performance_log_every: 1000
+      device: cuda:0
+      # if a trigger word is specified, it will be added to captions of training data if it does not already exist
+      # alternatively, in your captions you can add [trigger] and it will be replaced with the trigger word
+      trigger_word: "0__11Xx"
+      network:
+        type: "lora"
+        linear: 32
+        linear_alpha: 32
+      save:
+        dtype: float16 # precision to save
+        save_every: 250 # save every this many steps (min of 250 or total steps)
+        max_step_saves_to_keep: 2 # how many intermittent saves to keep
+        push_to_hub: false #change this to True to push your trained model to Hugging Face.
+        # You can either set up a HF_TOKEN env variable or you'll be prompted to log-in         
+#       hf_repo_id: your-username/your-model-slug
+#       hf_private: true #whether the repo is private or public
+      datasets:
+        # datasets are a folder of images. captions need to be txt files with the same name as the image
+        # for instance image2.jpg and image2.txt. Only jpg, jpeg, and png are supported currently
+        # images will automatically be resized and bucketed into the resolution specified
+        # on windows, escape back slashes with another backslash so
+        # "C:\\path\\to\\images\\folder"
+        - folder_path: "/opt/stationthis/jobs/training-1774557949786/dataset"
+          caption_ext: "txt"
+          caption_dropout_rate: 0.05  # will drop out the caption 5% of time
+          shuffle_tokens: false  # shuffle caption order, split by commas
+          cache_latents_to_disk: true  # leave this true unless you know what you're doing
+          resolution: [ 512, 768, 1024 ]  # flux enjoys multiple resolutions
+      train:
+        batch_size: 1
+        steps: 4000  # total number of steps to train 500 - 4000 is a good range
+        gradient_accumulation_steps: 1
+        train_unet: true
+        train_text_encoder: false  # probably won't work with flux
+        gradient_checkpointing: true  # need the on unless you have a ton of vram
+        noise_scheduler: "flowmatch" # for training only
+        optimizer: "adamw8bit"
+        lr: 1e-4
+        # Skip baseline samples, only sample during/after training
+        skip_first_sample: true
+        # set to true to completely disable sampling
+        # disable_sampling: true
+        # uncomment to use new vell curved weighting. Experimental but may produce better results
+#        linear_timesteps: true
+
+        # ema will smooth out learning, but could slow it down. Recommended to leave on.
+        ema_config:
+          use_ema: true
+          ema_decay: 0.99
+
+        # will probably need this if gpu supports it for flux, other dtypes may not work correctly
+        dtype: bf16
+      model:
+        # huggingface model name or path
+        name_or_path: "black-forest-labs/FLUX.1-dev"
+        is_flux: true
+        quantize: true  # run 8bit mixed precision
+#        low_vram: true  # uncomment this if the GPU is connected to your monitors. It will use less vram to quantize, but is slower.
+      sample:
+        sampler: "flowmatch" # must match train.noise_scheduler
+        sample_every: 4000 # sample at final step (TRAIN_STEPS - 1 for 0-indexed)
+        width: 1024
+        height: 1024
+        prompts:
+          # Dynamic prompts from dataset captions (injected by launch-training.js)
+          # These will be replaced with actual captions for HuggingFace samples
+          - "0__11Xx, This is a digital artwork featuring a stylized, surreal composition. At the center, a person with short, light brown hair, wearing a white jacket and black pants, stands on a grassy hill. They face away from the viewer, gazing at a vivid sunset over a coastal cityscape. The sky is a gradient of pink, orange, and purple hues, with scattered clouds and flying birds. A large, circular frame encloses the sunset, contrasting with the deep blue background. Below, palm trees and city lights are visible, adding depth. The artwork uses bold colors and a mix of realistic and abstract styles, creating a dreamlike atmosphere."
+          - "0__11Xx, This digital artwork depicts a person with shoulder-length, light brown hair sitting cross-legged on the floor. The figure is viewed from behind and wears a white, long-sleeved shirt with black straps and black, thigh-high socks. The background is a muted beige with abstract, white rectangular shapes and a dark plant silhouette to the left. The person's silhouette is partially overlaid with a textured, grungy effect, adding a layer of depth. The artist's signature, \"@TITOMORU,\" is visible in the bottom right corner. The overall style is minimalist with a blend of abstract and grunge elements, emphasizing contrast and texture."
+          - "0__11Xx, This is a digital illustration featuring a mysterious, ethereal scene. A small, silhouette-like figure with short, purple hair stands at the center, wearing a flowing white coat and white pants. The figure faces away, gazing into a swirling, vortex-like void surrounded by a galaxy of vibrant, multicolored stars and nebulas. The dark background contrasts sharply with the bright, cosmic swirl, creating a sense of depth and otherworldliness. The texture of the swirl is rich and painterly, with swirling, brushstroke-like patterns. The overall style is surreal and dreamlike, evoking a sense of wonder and mystery. The image is highly detailed and evocative."
+          - "0__11Xx, This is a digital anime-style drawing featuring a solitary female figure standing with her back to the viewer. She has long, dark green hair that partially obscures her face and wears a black jacket with a white collar, a short white skirt, and black thigh-high stockings. Her silhouette is partially pixelated, especially around the upper back and shoulders. The background depicts a vibrant blue sky with fluffy white clouds, a vast ocean, and a distant cityscape with pixelated buildings at the bottom. The overall color palette is dominated by blue and white, with a stark contrast between the dark figure and the bright background."
+        neg: ""  # not used on flux
+        seed: 42
+        walk_seed: true
+        guidance_scale: 4
+        sample_steps: 20
+# you can add any additional meta info here. [name] is replaced with config name at top
+meta:
+  name: "0__11Xx"
+  version: '1.0'