{
  "base_model": "black-forest-labs/FLUX.1-dev",
  "dataset": "dolphinium/wikiart-impressionism-curated",
  "training_config": {
    "job": "extension",
    "config": {
      "name": "flux_1_dev_wikiart_impressionism_2000_step_style",
      "process": [
        {
          "type": "sd_trainer",
          "training_folder": "/content/output",
          "performance_log_every": 500,
          "device": "cuda:0",
          "trigger_word": "dolpImp",
          "network": {
            "type": "lora",
            "linear": 16,
            "linear_alpha": 16
          },
          "save": {
            "dtype": "float16",
            "save_every": 500,
            "max_step_saves_to_keep": 10
          },
          "datasets": [
            {
              "folder_path": "/content/dataset",
              "caption_ext": "txt",
              "caption_dropout_rate": 0.05,
              "shuffle_tokens": true,
              "cache_latents_to_disk": true,
              "resolution": [
                512,
                768,
                1024
              ]
            }
          ],
          "train": {
            "batch_size": 1,
            "steps": 2000,
            "gradient_accumulation_steps": 1,
            "train_unet": true,
            "train_text_encoder": false,
            "content_or_style": "style",
            "gradient_checkpointing": true,
            "noise_scheduler": "flowmatch",
            "optimizer": "adamw8bit",
            "lr": 0.0001,
            "ema_config": {
              "use_ema": true,
              "ema_decay": 0.99
            },
            "dtype": "bf16"
          },
          "model": {
            "name_or_path": "black-forest-labs/FLUX.1-dev",
            "is_flux": true,
            "quantize": true
          },
          "sample": {
            "sampler": "flowmatch",
            "sample_every": 250,
            "width": 1024,
            "height": 1024,
            "prompts": [
              "[trigger] An impressionist painting depicts a wide, sandy beach under a cloudy sky, with figures scattered along the shore, rendered with loose, visible brushstrokes in muted tones of blue, brown, and white, creating a tranquil and airy atmosphere",
              "[trigger] An impressionist portrait captures the delicate expression of a woman bathed in soft, natural light. The artist employs bold, yet subtle brushstrokes to emphasize the subject\u2019s serene features and gentle contours, all set against a background of softly blended pastel tones that evoke introspection and grace.",
              "[trigger] An impressionist painting depicts a stone bridge arching over a ravine, with a church tower on the left and a hillside in the background, rendered in warm earth tones and blues with visible, textured brushstrokes, creating a hazy and tranquil atmosphere",
              "[trigger] An impressionist painting of a still life featuring a bouquet of red and yellow roses wrapped in white paper, an ornate vase holding dried grasses and a decorative fan, and a stack of old books, all arranged on a table against a warm, orange-toned background with a framed picture hanging above, rendered with visible brushstrokes and soft, diffused lighting to create a cozy and intimate atmosphere."
            ],
            "neg": "",
            "seed": 1337,
            "walk_seed": false,
            "guidance_scale": 4,
            "sample_steps": 20
          }
        }
      ]
    },
    "meta": {
      "name": "[name]",
      "version": "1.0"
    }
  }
}