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README.md

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 #### Details
 
-The model is initialized from the [ricardoz/BERTugues-base-portuguese-cased](https://huggingface.co/ricardoz/BERTugues-base-portuguese-cased) checkpoint and fine-tuned on 10M triples via pairwise softmax cross-entropy loss over the computed scores of the positive and negative passages associated to a query. It was trained on a single Tesla A100 GPU with 40GBs of memory during 200k steps with 10% of warmup steps using a batch size of 96 and the AdamW optimizer with a constant learning rate of 3e-06. Total training time was around 12 hours.
+The model is initialized from the [ricardoz/BERTugues-base-portuguese-cased](https://huggingface.co/ricardoz/BERTugues-base-portuguese-cased) model and fine-tuned on 10M triples via pairwise softmax cross-entropy loss over the computed scores of the positive and negative passages associated to a query. It was trained on a single Tesla A100 GPU with 40GBs of memory during 200k steps with 10% of warmup steps using a batch size of 96 and the AdamW optimizer with a constant learning rate of 3e-06. Total training time was around 12 hours.
 
 #### Data