diffusers-workflow/workflows/templates/ip-adapter.json at master · dkackman/diffusers-workflow · GitHub

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{
    "variables": {
        "prompt": "A marmot sits at the counter and drinks a milkshake",
        "seed": null
    },
    "id": "FluxIP",
    "description": "FLUX.1 dev with an IP-Adapter conditioning generation on a reference image. The same 'ip_adapter' block takes a face model, which keeps a person's face across a new scene: 'h94/IP-Adapter' with subfolder 'models', weight_name 'ip-adapter-full-face_sd15.bin' and a scale of 0.5, on a StableDiffusionPipeline.",
    "seed": "variable:seed",
    "steps": [
        {
            "name": "main",
            "pipeline": {
                "configuration": {
                    "component_type": "FluxPipeline",
                    "components": {
                        "transformer": {
                            "group_offload": {
                                "offload_type": "block_level",
                                "num_blocks_per_group": 1,
                                "use_stream": true,
                                "record_stream": true
                            }
                        },
                        "text_encoder": { "device": "cuda" },
                        "text_encoder_2": { "device": "cuda" },
                        "vae": { "device": "cuda" }
                    }
                },
                "from_pretrained_arguments": {
                    "model_name": "black-forest-labs/FLUX.1-dev",
                    "torch_dtype": "torch.bfloat16"
                },
                "ip_adapter": {
                    "model_name": "XLabs-AI/flux-ip-adapter",
                    "weight_name": "ip_adapter.safetensors"
                },
                "arguments": {
                    "prompt": "variable:prompt",
                    "num_inference_steps": 25,
                    "num_images_per_prompt": 4,
                    "guidance_scale": 3.5,
                    "max_sequence_length": 512,
                    "ip_adapter_image": {
                        "location": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/ip_adapter_diner.png"
                    }
                }
            },
            "result": {
                "content_type": "image/jpeg",
                "embed_metadata": true,
                "subfolder": "final"
            }
        }
    ]
}