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MaryaAI
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opus-mt-ar-en-finetunedTanzil-v7-ar-to-en

Text Generation
Transformers
TensorFlow
marian
text2text-generation
generated_from_keras_callback
Model card Files Community
MaryaAI commited on
Commit
f388804
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1 Parent(s): 91c2930

add model

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  1. README.md +14 -9
  2. tf_model.h5 +1 -1
README.md CHANGED
@@ -14,8 +14,13 @@ probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [Helsinki-NLP/opus-mt-ar-en](https://huggingface.co/Helsinki-NLP/opus-mt-ar-en) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Train Loss: 0.2110
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- - Validation Loss: 0.5204
 
 
 
 
 
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  - Epoch: 4
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  ## Model description
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  ### Training results
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- | Train Loss | Validation Loss | Epoch |
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- |:----------:|:---------------:|:-----:|
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- | 0.2174 | 0.5323 | 0 |
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- | 0.2157 | 0.5278 | 1 |
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- | 0.2142 | 0.5265 | 2 |
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- | 0.2124 | 0.5243 | 3 |
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- | 0.2110 | 0.5204 | 4 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [Helsinki-NLP/opus-mt-ar-en](https://huggingface.co/Helsinki-NLP/opus-mt-ar-en) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Train Loss: 0.1919
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+ - Validation Loss: 0.5047
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+ - Train Rouge1: 49.6877
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+ - Train Rouge2: 25.9574
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+ - Train Rougel: 45.2590
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+ - Train Rougelsum: 45.7464
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+ - Train Gen Len: 85.57
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  - Epoch: 4
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  ## Model description
 
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  ### Training results
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+ | Train Loss | Validation Loss | Train Rouge1 | Train Rouge2 | Train Rougel | Train Rougelsum | Train Gen Len | Epoch |
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+ |:----------:|:---------------:|:------------:|:------------:|:------------:|:---------------:|:-------------:|:-----:|
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+ | 0.1959 | 0.5105 | 48.2182 | 23.4978 | 44.1127 | 44.6422 | 87.45 | 0 |
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+ | 0.1950 | 0.5114 | 49.5777 | 25.1663 | 45.7183 | 46.0930 | 86.72 | 1 |
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+ | 0.1937 | 0.5074 | 49.1793 | 24.1899 | 45.3374 | 45.5902 | 84.805 | 2 |
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+ | 0.1929 | 0.5075 | 49.1553 | 24.8199 | 44.7342 | 45.1392 | 87.495 | 3 |
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+ | 0.1919 | 0.5047 | 49.6877 | 25.9574 | 45.2590 | 45.7464 | 85.57 | 4 |
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  ### Framework versions
tf_model.h5 CHANGED
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  size 307854560
 
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