PaddlePaddle / PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
https://paddlenlp.readthedocs.io
Apache License 2.0
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请问paddlenlp 有没有非自回归的语言模型 #3508

Closed dlkht closed 1 year ago

dlkht commented 1 year ago

请提出你的问题

比如做到并行解码的

wawltor commented 1 year ago

能列举一下想要的模型吗?

dlkht commented 1 year ago

能列举一下想要的模型吗?

比如论文 ACL2021 "Glancing Transformer for Non-Autoregressive Neural Machine Translation"实现的模型

wawltor commented 1 year ago

Non-Autoregressive

目前在机器模型翻译的模型中我们目前还没有Non-Autoregressive的模型,目前还是依赖于token by token,不过目前这种模型整体而言效果还是比 Non-Autoregressive 效果好点

guoshengCS commented 1 year ago

如果是说觉得自回归速度慢希望更快的生成的话,PaddleNLP针对GPU环境是有预测加速支持的可以试下

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