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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: |
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- black-forest-labs/FLUX.1-dev |
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pipeline_tag: text-to-image |
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library_name: diffusers |
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--- |
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# black-forest-labs/FLUX.1-dev - AMD Optimized ONNX |
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## Original Model |
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https://huggingface.co/black-forest-labs/FLUX.1-dev |
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## _io32/16 |
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_io32: model input is fp32, model will convert the input to fp16, perform ops in fp16 and write the final result in fp32 |
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_io16: model input is fp16, perform ops in fp16 and write the final result in fp16 |
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## Running |
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### 1. Using Amuse GUI Application |
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Use Amuse GUI application to run it: https://www.amuse-ai.com/ |
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use _io32 model to run with Amuse application |
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### 2. Inference Demo |
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https://github.com/TensorStack-AI/OnnxStack |
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``` |
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// csharp example |
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// Create Pipeline |
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var pipeline = FluxPipeline.CreatePipeline("D:\\Models\\Flux.1-dev_amdgpu"); |
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// Prompt |
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var promptOptions = new PromptOptions |
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{ |
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Prompt = "a majestic Royal Bengal Tiger on the mountain top overlooking beatiful Lake Tahoe snowy mountains and deep blue lake, deep blue sky, ultra hd, 8k, photorealistic" |
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}; |
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// Scheduler Options |
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var schedulerOptions = pipeline.DefaultSchedulerOptions with |
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{ |
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InferenceSteps = 50, |
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GuidanceScale = 3.5f, |
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SchedulerType = SchedulerType.FlowMatchEulerDiscrete, |
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}; |
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// Run pipeline |
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var result = await pipeline.GenerateImageAsync(promptOptions, schedulerOptions); |
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// Save Image Result |
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await result.SaveAsync("Result.png"); |
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``` |
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## Inference Result |
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