| --- |
| license: unknown |
| base_model: |
| - lllyasviel/FramePackI2V_HY |
| --- |
| |
| ## Model Details |
|
|
| This model card is for mxfp8 quantization of [lllyasviel/FramePackI2V_HY](https://huggingface.co/lllyasviel/FramePackI2V_HY) based on [intel/auto-round](https://github.com/intel/auto-round). |
| The model is not able to be published due to license limitation. Please follow the INC example README to generate and evaluate the low precision models. |
|
|
| ## How to Use |
|
|
| The step-by-step README of quantization and evaluation can be found in [Intel Neural Compressor Examples](https://github.com/intel/neural-compressor/blob/master/examples/pytorch/diffusion_model/diffusers/framepack/README.md). |
|
|
| ## Evaluate Results |
|
|
| | Task | backend | BF16 | MXFP8 | |
| |:-------------------:|:-------:|:------:|:------:| |
| | subject_consistency | vllm | 0.9656 | 0.9656 | |
| | i2v_background | vllm | 0.9928 | 0.9936 | |
| | dynamic_degree | vllm | 0.2724 | 0.2724 | |
| | imaging_quality | vllm | 0.7036 | 0.7018 | |
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|
|
| ## Ethical Considerations and Limitations |
|
|
| The model can produce factually incorrect output, and should not be relied on to produce factually accurate information. |
| Because of the limitations of the pretrained model and the finetuning datasets, it is possible that this model could generate lewd, biased or otherwise offensive outputs. |
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| Therefore, before deploying any applications of the model, developers should perform safety testing. |
|
|
| ## Caveats and Recommendations |
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| Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. |
|
|
| Here are a couple of useful links to learn more about Intel's AI software: |
|
|
| - [Intel Neural Compressor](https://github.com/intel/neural-compressor) |
| - [AutoRound](https://github.com/intel/auto-round) |
|
|
| ## Disclaimer |
|
|
| The license on this model does not constitute legal advice. |
| We are not responsible for the actions of third parties who use this model. |
| Please consult an attorney before using this model for commercial purposes. |
