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madatnlp
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ke-t5-math-py

Transformers
TensorFlow
t5
text2text-generation
generated_from_keras_callback
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End of training

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  1. README.md +50 -3
  2. tf_model.h5 +1 -1
README.md CHANGED
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  This model is a fine-tuned version of [KETI-AIR/ke-t5-base-ko](https://huggingface.co/KETI-AIR/ke-t5-base-ko) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Train Loss: 2.0197
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- - Validation Loss: 1.2886
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- - Epoch: 0
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  ## Model description
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@@ -42,6 +42,53 @@ The following hyperparameters were used during training:
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  | Train Loss | Validation Loss | Epoch |
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  |:----------:|:---------------:|:-----:|
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  | 2.0197 | 1.2886 | 0 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
 
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  This model is a fine-tuned version of [KETI-AIR/ke-t5-base-ko](https://huggingface.co/KETI-AIR/ke-t5-base-ko) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Train Loss: 0.1203
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+ - Validation Loss: 0.4336
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+ - Epoch: 47
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  ## Model description
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  | Train Loss | Validation Loss | Epoch |
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  |:----------:|:---------------:|:-----:|
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  | 2.0197 | 1.2886 | 0 |
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+ | 1.5642 | 1.1261 | 1 |
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+ | 1.3713 | 1.0296 | 2 |
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+ | 1.2555 | 0.9905 | 3 |
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+ | 1.1708 | 0.9628 | 4 |
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+ | 1.1161 | 0.9133 | 5 |
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+ | 1.0704 | 0.8994 | 6 |
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+ | 1.0297 | 0.8911 | 7 |
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+ | 0.9898 | 0.8570 | 8 |
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+ | 0.9608 | 0.8497 | 9 |
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+ | 0.9326 | 0.8359 | 10 |
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+ | 0.9089 | 0.8387 | 11 |
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+ | 0.8882 | 0.8083 | 12 |
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+ | 0.8627 | 0.8154 | 13 |
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+ | 0.8467 | 0.8058 | 14 |
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+ | 0.8314 | 0.7905 | 15 |
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+ | 0.8071 | 0.7852 | 16 |
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+ | 0.7975 | 0.7873 | 17 |
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+ | 0.8021 | 0.7926 | 18 |
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+ | 0.7754 | 0.7858 | 19 |
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+ | 0.7598 | 0.7941 | 20 |
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+ | 0.7463 | 0.7769 | 21 |
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+ | 0.7266 | 0.7594 | 22 |
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+ | 0.7092 | 0.7744 | 23 |
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+ | 0.6986 | 0.7611 | 24 |
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+ | 0.6818 | 0.7592 | 25 |
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+ | 0.6775 | 0.7718 | 26 |
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+ | 0.6689 | 0.7685 | 27 |
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+ | 0.6474 | 0.7554 | 28 |
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+ | 0.6328 | 0.7601 | 29 |
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+ | 0.6050 | 0.7042 | 30 |
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+ | 0.5296 | 0.5711 | 31 |
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+ | 0.4310 | 0.5227 | 32 |
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+ | 0.3729 | 0.4740 | 33 |
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+ | 0.3353 | 0.4552 | 34 |
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+ | 0.3006 | 0.4375 | 35 |
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+ | 0.2750 | 0.4233 | 36 |
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+ | 0.2494 | 0.4487 | 37 |
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+ | 0.2287 | 0.4294 | 38 |
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+ | 0.2160 | 0.4119 | 39 |
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+ | 0.1980 | 0.4309 | 40 |
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+ | 0.1837 | 0.4182 | 41 |
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+ | 0.1699 | 0.4045 | 42 |
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+ | 0.1577 | 0.4065 | 43 |
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+ | 0.1498 | 0.4247 | 44 |
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+ | 0.1392 | 0.4102 | 45 |
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+ | 0.1282 | 0.4274 | 46 |
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+ | 0.1203 | 0.4336 | 47 |
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  ### Framework versions
tf_model.h5 CHANGED
@@ -1,3 +1,3 @@
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