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---
license: mit
language:
- en
---
# VizWiz-Bert model (uncased)
Fine-tuning the BERT-base model for the Fill Mask task in [VizWiz-Vision Skills for VQA](https://vizwiz.org/tasks-and-datasets/vision-skills/)

  ## Fine-tuining information
  * model: **bert-base-uncased**
  * downstream_tasks: **fill-mask**
  
  ## Dataset information
  * [annotations](https://github.com/chiutaiyin/Vision-Skills/tree/master/csv) (CSV files)
  * size: **~22K**
  * max_token_len: **78**
  ![token_dist](tks_dist.png)
  
  ## Training information
  * random_seed: **16**
  * max_token_len: **78**
  * train_batch_size: **32** 
  * val_batch_size: **16**
  * num_epochs: **5**, 
  * learning_rate: **5e-06**, 
  * split_train: **0.8**
  * optimizer: **adamw**
  
  ## Learning curves
  ![learning_curves](lc.png)