pytorch tf albert pretraining es dataset:large_spanish_corpus transformers spanish OpenCENIA
---
language:
- es
tags:
- albert
- spanish
- OpenCENIA
datasets:
- large_spanish_corpus
---

# 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)