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ALBERT Tiny 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: 0.00125
  • Batch Size: 2048
  • Warmup ratio: 0.0125
  • Warmup steps: 125000
  • Goal steps: 10000000
  • Total steps: 8300000
  • Total training time (aprox): 58.2 days

Training loss

https://drive.google.com/uc?export=view&id=1KQc8yWZLKvDLjBtu4IOAgpTx0iLcvX_Q

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Dataset used to train CenIA/albert-tiny-spanish