Create README.md

README.md

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+---
+license: apache-2.0
+base_model: Helsinki/opus-mt-en-mul
+datasets:
+- ai4bharat/samanantar
+language:
+- en
+- ta
+metrics:
+- bleu
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# Finetuning
+
+This model is a fine-tuned version of [Helsinki/opus-mt-en-mul](https://huggingface.co/Helsinki-NLP/opus-mt-en-mul) on the samanantar dataset.
+source group: English
+target group: Tamil
+model: transformer
+
+## Model description
+
+Helsinki/opus-mt-en-mul finetuned for translation task in Tamil language 
+
+## Training and evaluation data
+
+ai4bharath/samanantar
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 2e-5
+- warmup_steps: 500
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 16
+- num_epochs: 1
+
+### Benchamark Evaluation
+- BLEU score on Tatoeba: 14.0585331297587
+- BLUE score on IN-22: 5.88237054871517
+
+### Framework versions
+
+- Transformers 4.42.3
+- Pytorch 2.1.2
+- Datasets 2.20.0
+- Tokenizers 0.19.1