Text-to-Image
Diffusers
flux
lora
gwyllo commited on
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Upload Flux LoRA for 'sks' (both diffusers and Kohya formats)

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README.md ADDED
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+ ---
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+ license: other
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+ license_name: flux-1-dev-non-commercial-license
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+ license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
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+ base_model: black-forest-labs/FLUX.1-dev
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+ tags:
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+ - flux
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+ - lora
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+ - diffusers
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+ - text-to-image
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+ widget:
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+ - text: 'a photo of a sks style'
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+ output:
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+ url: "placeholder.jpg"
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+ ---
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+
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+ # Flux LoRA: sks
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+
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+ This is a LoRA (Low-Rank Adaptation) model for Flux.1-dev fine-tuned on images with the trigger word `sks`.
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+
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+ ## Files
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+
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+ - `pytorch_lora_weights.safetensors`: Diffusers format (use with diffusers library)
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+ - `pytorch_lora_weights_webui.safetensors`: Kohya format (use with AUTOMATIC1111, ComfyUI, etc.)
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+
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+ ## Usage
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+
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+ ### Diffusers Library
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+
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+ ```python
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+ from diffusers import FluxPipeline
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+ import torch
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+
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+ # Load base model
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+ pipe = FluxPipeline.from_pretrained(
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+ "black-forest-labs/FLUX.1-dev",
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+ torch_dtype=torch.bfloat16
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+ )
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+
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+ # Load LoRA weights (diffusers format)
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+ pipe.load_lora_weights("runchat/lora-be0b71e2-b283-4e1a-a198-3d32c9f92d5e-4uysso", weight_name="pytorch_lora_weights.safetensors")
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+ pipe = pipe.to("cuda")
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+
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+ # Generate image
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+ prompt = "a photo of a sks style"
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+ image = pipe(prompt, num_inference_steps=50, guidance_scale=3.5).images[0]
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+ image.save("output.png")
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+ ```
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+
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+ ### WebUI (AUTOMATIC1111, ComfyUI, etc.)
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+
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+ Download the `pytorch_lora_weights_webui.safetensors` file and place it in your WebUI's LoRA directory.
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+ Use the trigger word `sks` in your prompts.
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+
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+ ## Training Details
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+ - Base model: black-forest-labs/FLUX.1-dev
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+ - Training steps: 500
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+ - Learning rate: 0.001
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+ - Batch size: 2
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+ - LoRA rank: 16
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+ - Trigger word: `sks`
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+
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+ ## License
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+
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+ This model is trained on Flux.1-dev and inherits its non-commercial license. Please see the [license](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md) for usage restrictions.
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