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---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- squad
model-index:
- name: mobilebert-uncased-squadv1-14blocks-structured39.8-int8
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# mobilebert-uncased-squadv1-14blocks-structured39.8-int8
This model is a fine-tuned version of [google/mobilebert-uncased](https://huggingface.co/google/mobilebert-uncased) on the squad dataset.
Notice that this model only has the first 14 transformer blocks. It is quantized and structually pruned by NNCF. The sparsity in remaining linear layers is 39.8%.
- Torch f1: 90.15
- IR f1: 89.8414
### Framework versions
- Transformers 4.25.1
- Pytorch 1.13.1+cu116
- Datasets 2.8.0
- Tokenizers 0.13.2
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