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--- |
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tags: |
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- text-to-image |
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- lora |
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- diffusers |
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- flux |
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base_model: black-forest-labs/FLUX.1-dev |
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license: creativeml-openrail-m |
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library_name: diffusers |
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--- |
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# Flux.1-Dev LoRA Adapter Trained on Me |
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LoRA Adapter for [black-forest-labs/FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev) trained on pictures of me with [ai-toolkit](https://github.com/ostris/ai-toolkit/tree/main) |
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# Model Details |
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**Some Amusing Examples** |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/65ba68a15d2ef0a4b2c892b4/ZG8SCJngcopb_eapEIWpf.png" width=400> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/65ba68a15d2ef0a4b2c892b4/9EJxi0-wVpRmhndEOtqet.png" width=400> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/65ba68a15d2ef0a4b2c892b4/yzM48yFaHmHgYFAQJdATw.png" width=400> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/65ba68a15d2ef0a4b2c892b4/Ye1-e96hf1g1BPB29CyUE.png" width=400> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/65ba68a15d2ef0a4b2c892b4/4P7ctpWuHNzLO8aVYJ8q8.png" width=400> |
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LoRA was trained with the trigger phrase `4d4m luc3k` |
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Full training config available at [train_lora_flux_me.yaml](./train_lora_flux_me.yaml) |
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# Usage |
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With diffusers package |
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*Note: FLUX uses ~70GBvram when loaded directly with diffusers* |
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*Note: Recommended to load at ~70% scale for best results* |
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```python |
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from diffusers import DiffusionPipeline |
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pipeline = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.1-dev") |
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pipeline.load_lora_weights("AdamLucek/FLUX.1-dev-lora-adaml", weight_name="flux_lora_Adam.safetensors.safetensors") |
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pipeline.to("cuda") |
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prompt = "4d4m luc3k as a DJ in a fancy nightclub wearing sunglasses." |
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out = pipeline( |
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prompt=prompt, |
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guidance_scale=3.5, |
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num_inference_steps=50, |
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cross_attention_kwargs={"scale": 0.7} |
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).images[0] |
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out.save("adam_flux_lora.png") |
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``` |
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ComfyUI Setup |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/65ba68a15d2ef0a4b2c892b4/7c_8aakMNzY4OPjSn5q-5.png" width=800> |
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File available at [workflow_adamlora.json](workflow_adamlora.json) |
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# Additional Details |
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Please see base model page [black-forest-labs/FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev) for all details on appropriate usage, licensing, and more. |
