IntelLabs
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sqft-sparsepeft-phi-3-mini-4k-50-cs-heu

Text Generation

text-generation-inference

Inference Endpoints

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jinjieyuan commited on 7 days ago

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@@ -25,7 +25,7 @@ Refer to our [repo](https://github.com/IntelLabs/Hardware-Aware-Automated-Machin
 ## 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
@@ -33,7 +33,7 @@ Refer to our [repo](https://github.com/IntelLabs/Hardware-Aware-Automated-Machin
 @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}
 }
 ```

 ## 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](https://arxiv.org/abs/2410.03750)
 ## Citation
 @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={The 2024 Conference on Empirical Methods in Natural Language Processing (Findings)},
   year={2024}
 }
 ```