training_config.json

{
    "training": {
        "master_seed": 0,
        "cache_minibatch": 4,
        "train_minibatch": 2,
        "offload_param_count": 17000000000,
        "lr": 1e-05,
        "weight_decay": 0.0,
        "warmup_steps": 5,
        "change_layer_every": 50,
        "trained_single_blocks": 4,
        "trained_double_blocks": 4,
        "save_every": 50,
        "save_folder": "priming_e5",
        "wandb_project": "optimal transport unlocked",
        "wandb_run": "priming",
        "wandb_entity": null
    },
    "inference": {
        "inference_every": 20,
        "inference_folder": "primed_output",
        "steps": 20,
        "guidance": 0,
        "cfg": 3,
        "prompts": [
            "a cute cat sat on a mat while receiving a head pat from his owner called Matt",
            "baked potato, on the space floating orbiting around the earth"
        ],
        "first_n_steps_wo_cfg": 0,
        "image_dim": [
            1024,
            1024
        ],
        "t5_max_length": 512
    },
    "extra_inference_config": [
        {
            "inference_every": 20,
            "inference_folder": "schnell_dedistilation",
            "steps": 20,
            "guidance": 0,
            "cfg": 4,
            "prompts": [
                "a cute cat sat on a mat while receiving a head pat from his owner called Matt",
                "baked potato, on the space floating orbiting around the earth"
            ],
            "first_n_steps_wo_cfg": 0,
            "image_dim": [
                1024,
                1024
            ],
            "t5_max_length": 512
        },
        {
            "inference_every": 20,
            "inference_folder": "schnell_dedistilation",
            "steps": 20,
            "guidance": 0,
            "cfg": 5,
            "prompts": [
                "a cute cat sat on a mat while receiving a head pat from his owner called Matt",
                "baked potato, on the space floating orbiting around the earth"
            ],
            "first_n_steps_wo_cfg": 0,
            "image_dim": [
                1024,
                1024
            ],
            "t5_max_length": 512
        },
        {
            "inference_every": 20,
            "inference_folder": "schnell_dedistilation",
            "steps": 20,
            "guidance": 0,
            "cfg": 6,
            "prompts": [
                "a cute cat sat on a mat while receiving a head pat from his owner called Matt",
                "baked potato, on the space floating orbiting around the earth"
            ],
            "first_n_steps_wo_cfg": 0,
            "image_dim": [
                1024,
                1024
            ],
            "t5_max_length": 512
        }
    ],
    "dataloader": {
        "batch_size": 1024,
        "jsonl_metadata_path": "all_rounder.jsonl",
        "image_folder_path": "",
        "base_resolution": [
            512
        ],
        "shuffle_tags": true,
        "tag_drop_percentage": 0.0,
        "uncond_percentage": 0.1,
        "resolution_step": 64,
        "num_workers": 1,
        "prefetch_factor": 1,
        "ratio_cutoff": 2.0,
        "thread_per_worker": 2
    },
    "model": {
        "chroma_path": "chroma-unlocked-v4.safetensors",
        "vae_path": "FLUX.1-dev/ae.safetensors",
        "t5_path": "FLUX.1-dev/text_encoder_2",
        "t5_config_path": "FLUX.1-dev/text_encoder_2/config.json",
        "t5_tokenizer_path": "FLUX.1-dev/tokenizer_2",
        "t5_to_8bit": true,
        "t5_max_length": 512
    }
}