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README.md

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@@ -23,7 +23,7 @@ Texar-PyTorch integrates many of the best features of TensorFlow into PyTorch, d
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- encoder(s) to decoder(s), sequential- and self-attentions, memory, hierarchical models, classifiers, ...
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- maximum likelihood learning, reinforcement learning, adversarial learning, probabilistic modeling, ...
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* **Fully Customizable** at multiple abstraction level -- both novice-friendly and expert-friendly.
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- Free to plug in whatever external modules, since Texar is fully compatible with the native TF/PyTorch APIs.
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- Free to plug in whatever external modules, since Texar is fully compatible with the native PyTorch APIs.
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* **Modularized** for maximal re-use and clean APIs, based on principled decomposition of *Learning-Inference-Model Architecture*.
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* **Rich Pre-trained Models, Rich Usage with Uniform Interfaces**. BERT, GPT2, XLNet, etc, for encoding, classification, generation, and composing complex models with other Texar components!
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* Clean, detailed [documentation](https://texar-pytorch.readthedocs.io) and rich [examples](./examples).
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### Library API Example
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A code example that builds and trains a Conditional GPT2 model (e.g., for machine translation and text summarization):
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A code example that builds and trains a **Conditional GPT2** model (e.g., for machine translation and text summarization):
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```python
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import texar.torch as tx
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from texar.torch.run import *

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