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flux_1_dev_wikiart_impressionism

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flux_1_dev_wikiart_impressionism
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{
  "base_model": "black-forest-labs/FLUX.1-dev",
  "dataset": "dolphinium/wikiart-impressionism-curated",
  "training_config": {
    "job": "extension",
    "config": {
      "name": "flux_1_dev_wikiart_impressionism",
      "process": [
        {
          "type": "sd_trainer",
          "training_folder": "/content/output",
          "device": "cuda:0",
          "network": {
            "type": "lora",
            "linear": 16,
            "linear_alpha": 16
          },
          "save": {
            "dtype": "float16",
            "save_every": 250,
            "max_step_saves_to_keep": 4
          },
          "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": "balanced",
            "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": [
              "an impressionist style landscape with rolling hills and autumn trees",
              "a portrait of a woman in impressionist style, soft lighting",
              "an urban scene with cafe terraces in impressionist style",
              "a still life with flowers in impressionist painting style"
            ],
            "neg": "",
            "seed": 42,
            "walk_seed": true,
            "guidance_scale": 4,
            "sample_steps": 20
          }
        }
      ]
    },
    "meta": {
      "name": "[name]",
      "version": "1.0"
    }
  }
}