Create README.md

README.md

@@ -0,0 +1,46 @@
+---
+license: mit
+base_model:
+- unsloth/DeepSeek-R1-BF16
+---
+## Model Details
+
+This model card is for mxfp4 quantization of [unsloth/DeepSeek-R1-BF16](https://huggingface.co/unsloth/DeepSeek-R1-BF16) based on [intel/auto-round](https://github.com/intel/auto-round). 
+Please follow the license of the original model.
+
+## 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/nlp/huggingface_models/language-modeling/quantization/auto_round/deepseek/README.md).
+
+## Evaluate Results
+
+|    Task     | backend |    BF16    |   MXFP4    |
+|:-----------:|:-------:|:----------:|:----------:|
+|  hellaswag  |  vllm   |   0.6903   |   0.6898   |
+|    piqa     |  vllm   |   0.8319   |   0.8297   |
+|    mmlu     |  vllm   |   0.8489   |   0.8426   | 
+|    gsm8k    |  vllm   |   0.9568   |   0.9553   |
+| **average** |  vllm   | **0.8320** | **0.8294** |
+
+
+## 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.