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| Model | GFLOPs | GLUE Avg. | MNLI-m | QNLI | QQP | SST-2 | CoLA | MRPC | RTE |
|---|---|---|---|---|---|---|---|---|---|
| Development Set: | |||||||||
| EFTNAS-S1 | 5.7 | 82.9 | 84.6 | 90.8 | 91.2 | 93.5 | 60.6 | 90.8 | 69.0 |
| Test Set: | |||||||||
| EFTNAS-S1 | 5.7 | 77.7 | 83.7 | 89.9 | 71.8 | 93.4 | 52.6 | 87.6 | 65.0 |
1@inproceedings{
2 eftnas2024,
3 title={Searching for Efficient Language Models in First-Order Weight-Reordered Super-Networks},
4 author={J. Pablo Munoz and Yi Zheng and Nilesh Jain},
5 booktitle={The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation},
6 year={2024},
7 url={}
8}