Added notebook torchscriptable_t5_with_torchtext.ipynb #2122
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This notebook is an example of a (working) "Hacky" solution for wrapping the full 'generate' functionality inside a "forward" function. The perpose of this is to start a discussion and be a suggention on how to make the this functionality TorchScriptable. To do so, I: 1. T5TorchGenerative: inherited from T5Model: - extracted the decoding code from t5.forward() function to a standalone 'decode' function that returns a specific type. - added the GenerationUtils's 'generate' functionality as a class method (similar to HuggingFace). 2. Added TorchScriptableT5, a module that implements the full generative logic in the forward method. 3. Helper classes that build a jit (TorchScript) model from a predefined T5 Bundle
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This notebook is an example of a (working) "Hacky" solution for wrapping the full 'generate' functionality inside a "forward" function. The perpose of this is to start a discussion and be a suggention on how to make the this functionality TorchScriptable.
To do so I: