CodeT5 (small sized model) Pre trained CodeT5 model. It was introduced in the paper CodeT5: Identifier aware Unified Pre trained Encoder Decoder Models for Code Understanding and Generation by Yue Wang, Weishi Wang, Shafiq Joty, Steven C.H. Hoi and first released in this repository. Disclaimer: The team releasing CodeT5 did not write a model card for this model so this model card has been written by the Hugging Face team (more specifically, nielsr). Model description From the abstract: "We present CodeT5, a unified pre trained encoder decoder Transformer model that better leverages the code semantics conveyed from the developer assigned identifiers. Our model employs a unified framework to seamlessly support both code understanding and generation tasks and allows for multi task learning. Besides, we propose a novel identifier aware pre training task that enables the model to distinguish which code tokens are identifiers and to recover them when they are masked. Furthermore, we propose to exploit the user written code comments with a bimodal dual generation task for better NL PL alignment. Comprehensive experiments show that CodeT5 significantly outperforms prior methods on understa…
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