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ALBERT XXLarge Spanish

This is an ALBERT model trained on a big spanish corpora. The model was trained on a single TPU v3-8 with the following hyperparameters and steps/time:

  • LR: 0.0003125
  • Batch Size: 128
  • Warmup ratio: 0.00078125
  • Warmup steps: 3125
  • Goal steps: 4000000
  • Total steps: 1650000
  • Total training time (aprox): 70.7 days.

Training loss

https://drive.google.com/uc?export=view&id=1a9MHsk-QwBuCMtyDyRvZ5mv9Mzl2dWCn

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Dataset used to train CenIA/albert-xxlarge-spanish