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1git clone https://github.com/IntelLabs/Hardware-Aware-Automated-Machine-Learning.git haaml && cd haaml/SQFT
2
3MODEL_NAME=IntelLabs/sqft-sparsepeft-phi-3-mini-4k-50-math-heu
4OUTPUT_DIR=./results
5python eval/evaluate_math.py --base_model_path ${MODEL_NAME} --output_dir ${OUTPUT_DIR}1@article{munoz2024sqft,
2 title = {SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models},
3 author={J. Pablo Munoz and Jinjie Yuan and Nilesh Jain},
4 journal={},
5 year={2024}
6}