|
|
--- |
|
|
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. |
