Create README.md

README.md

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+---
+datasets:
+- albertvillanova/legal_contracts 
+---
+
+# bert-tiny-finetuned-legal-contracts-longer
+
+This model is a fine-tuned version of [google/bert_uncased_L-4_H-512_A-8](https://huggingface.co/google/google/google/bert_uncased_L-4_H-512_A-8) on the portion of legal_contracts dataset for 1 epoch.
+
+# Note 
+The model was not trained on the whole dataset which is around 9.5 GB, but only 
+
+## The first 20% of `train` + the last 5% of `train`.
+
+```bash
+datasets_train = load_dataset('albertvillanova/legal_contracts' , split='train[:20%]')
+datasets_validation = load_dataset('albertvillanova/legal_contracts' , split='train[-5%:]')
+```
+