Create new file

README.md

@@ -0,0 +1,68 @@
+---
+license: apache-2.0
+tags:
+- translation
+- generated_from_trainer
+metrics:
+- bleu
+model-index:
+- name: En-Tn_update
+  results: []
+---
+
+<!-- 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. -->
+
+# En-Tn_update
+
+This model is a fine-tuned version of [Helsinki-NLP/opus-mt-en-tn](https://huggingface.co/Helsinki-NLP/opus-mt-en-tn) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.13002
+- Bleu: 39.1470
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 2e-05
+- train_batch_size: 16
+- eval_batch_size: 32
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10
+
+### Training results
+
+|Epoch| 	Training Loss |	 Validation Loss|  	Bleu |
+|:---:|:---------------:|:----------------:|:-------:|
+| 1   | 1.929300        |	1.884056        | 29.762382|
+| 2   | 1.637300        |	1.605588        | 32.846868|
+| 3   | 1.500000        |	1.457442        | 34.307484|
+| 4   | 1.402400        |	1.356578        | 35.423774|
+| 5 	| 1.324000        |	1.276492        | 36.553368|
+| 6 	| 1.251300        |	1.221768        | 37.464270|
+| 7 	| 1.224700        |	1.181320        | 38.157490|
+| 8 	| 1.193200        |	1.152997        | 38.800566|
+| 9 	| 1.166700        |	1.136147      	| 38.985707|
+| 10  | 1.142500        |	1.130020      	| 39.209327|
+
+### Framework versions
+
+- Transformers 4.21.0
+- Pytorch 1.12.0+cu113
+- Datasets 2.4.0
+- Tokenizers 0.12.1