Create README.md

README.md

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+---
+language: en
+license: apache-2.0
+---
+
+# SQFT Base Model: sqft-phi-3.5-mini-instruct-base-gptq
+
+- Source Model: [microsoft/Phi-3.5-mini-instruct](https://huggingface.co/microsoft/Phi-3.5-mini-instruct)
+- Quantization: GPTQ-INT4
+
+## Model Sources
+
+- **Repository:** [https://github.com/IntelLabs/Hardware-Aware-Automated-Machine-Learning/tree/main/SQFT](https://github.com/IntelLabs/Hardware-Aware-Automated-Machine-Learning/tree/main/SQFT)
+- **Paper:** [SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models]()
+
+## Citation
+
+```bash
+@article{munoz2024sqft,
+  title = {SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models},
+  author={J. Pablo Munoz and Jinjie Yuan and Nilesh Jain},
+  journal={},
+  year={2024}
+}
+```
+
+## Acknowledgement
+
+Thanks to the quantization method [GPTQ](https://arxiv.org/abs/2210.17323).
+
+## License
+
+Apache-2.0