---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- squad
base_model: google/mobilebert-uncased
model-index:
- name: mobilebert-uncased-squadv1-14blocks-structured39.8-int8
  results: []
---

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# 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