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@@ -14,10 +14,6 @@ You can download trained model:
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  - [tensorflow](https://drive.google.com/file/d/1X-sRDYf7moS_h61J3L79NkMVGHP-P-k5/view?usp=sharing).
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  - [pytorch](https://drive.google.com/file/d/11aFSTpYIurn-oI2XpAmcCTccB_AonMOu/view?usp=sharing).
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- ***************New Mar 11 , 2020 ***************
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-
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- **[BERT](https://github.com/google-research/bert)** (from Google Research and the Toyota Technological Institute at Chicago) released with the paper [BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding](https://arxiv.org/abs/1810.04805).
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-
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  Use with huggingface/transformers
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  ``` bash
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  import torch
@@ -100,11 +96,11 @@ Run training with base config
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  ``` bash
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- python train_pytorch.py \\
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- --model_path=bert4news.pytorch \\
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- --max_len=200 \\
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- --batch_size=16 \\
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- --epochs=6 \\
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  --lr=2e-5
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  ```
 
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  - [tensorflow](https://drive.google.com/file/d/1X-sRDYf7moS_h61J3L79NkMVGHP-P-k5/view?usp=sharing).
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  - [pytorch](https://drive.google.com/file/d/11aFSTpYIurn-oI2XpAmcCTccB_AonMOu/view?usp=sharing).
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  Use with huggingface/transformers
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  ``` bash
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  import torch
 
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  ``` bash
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+ python train_pytorch.py \\\\
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+ --model_path=bert4news.pytorch \\\\
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+ --max_len=200 \\\\
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+ --batch_size=16 \\\\
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+ --epochs=6 \\\\
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  --lr=2e-5
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  ```