flow/training_config_lumina.json at master · aleglutz/flow · GitHub

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{
    "training": {
        "master_seed": 0,
        "cache_minibatch": 8,
        "train_minibatch": 8,
        "offload_param_count": 5000000000,
        "lr": 4e-05,
        "weight_decay": 0.0,
        "warmup_steps": 1,
        "change_layer_every": 10000000,
        "trained_blocks": 26,
        "save_every": 50,
        "save_folder": "testing",
        "wandb_key": null,
        "wandb_project": null,
        "wandb_run": "chroma",
        "wandb_entity": null,
        "hf_repo_id": null,
        "hf_token": null
    },
    "inference": {
        "inference_every": 50,
        "inference_folder": "lumina_inference_output",
        "steps": 20,
        "cfg": 5,
        "prompts": [
            "You are an assistant designed to generate high-quality images with the highest degree of image-text alignment based on textual prompts. <Prompt Start> a cute cat sat on a mat while receiving a head pat from his owner called Matt",
            "You are an assistant designed to generate high-quality images with the highest degree of image-text alignment based on textual prompts. <Prompt Start> baked potato, on the space floating orbiting around the earth"
        ],
        "first_n_steps_wo_cfg": 0,
        "image_dim": [
            1024,
            1024
        ],
        "gemma_max_length": 256
    },
    "extra_inference_config":[
        {
            "inference_every": 50,
            "inference_folder": "lumina_inference_output",
            "steps": 20,
            "cfg": 6,
            "prompts": [
                "You are an assistant designed to generate high-quality images with the highest degree of image-text alignment based on textual prompts. <Prompt Start> a cute cat sat on a mat while receiving a head pat from his owner called Matt",
                "You are an assistant designed to generate high-quality images with the highest degree of image-text alignment based on textual prompts. <Prompt Start> baked potato, on the space floating orbiting around the earth"
            ],
            "first_n_steps_wo_cfg": 0,
            "image_dim": [
                1024,
                1024
            ],
            "gemma_max_length": 256
        }
    ],
    "dataloader": {
        "batch_size": 1024,
        "jsonl_metadata_path": "test_training_data.jsonl",
        "image_folder_path": "furry_50k_4o/images",
        "base_resolution": [
            512
        ],
        "shuffle_tags": true,
        "tag_drop_percentage": 0.0,
        "uncond_percentage": 0.0,
        "resolution_step": 64,
        "num_workers": 2,
        "prefetch_factor": 2,
        "ratio_cutoff": 2.0,
        "thread_per_worker": 4
    },
    "model": {
        "lumina_path": "models/lumina.sft",
        "vae_path": "models/flux/ae.safetensors",
        "gemma_path": "models/gemma-2-2b",
        "gemma_to_8bit": true,
        "gemma_max_length": 256
    }
}