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12bgguf

Abc7347

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4bgguf

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gguf27bv3

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Qwen3-0.6B

abcsnoobai

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SmolLM2-135M

abcsnoobai

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This repository contains an FP8 quantized version of the Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro-2.0 model. **This is NOT a fine-tuned model** but a direct quantization of the original BFloat16 model to FP8 format for optimized inference performance. We provide an online demo. This model has been quantized from the original BFloat16 format to FP8 format using PyTorch's native FP8 support. Here are the specifics: The benefits of FP8 quantization include: - **Reduced Memory Usage**: Approximately 50% smaller model size compared to BFloat16/FP16 - **Faster Inference**: Potential speed improvements, especially on hardware with FP8 support - **Minimal Quality Loss**: Carefully calibrated quantization process to preserve output quality

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