| | --- |
| | 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 | |
| |
|
| |
|
| | ## 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. |
| |
|
| | Therefore, before deploying any applications of the model, developers should perform safety testing. |
| |
|
| | ## Caveats and Recommendations |
| |
|
| | 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. |
