albert-tiny-spanish / README.md
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# ALBERT Tiny Spanish
This is an [ALBERT](https://github.com/google-research/albert) model trained on a [big spanish corpora](https://github.com/josecannete/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](https://drive.google.com/uc?export=view&id=1KQc8yWZLKvDLjBtu4IOAgpTx0iLcvX_Q)