model inference

Deploy AI Models in Just Three Lines of Code!

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Deploy AI Models in Just Three Lines of Code!

The development of artificial intelligence applications is accelerating, and the deployment work that developers face is becoming increasingly complex.The endless array of algorithm models, various architectures of AI hardware, different deployment requirements (servers, services, embedded, mobile, etc.), and different operating systems and programming languages pose significant challenges for AI developers in project implementation. To solve … Read more

Streaming Output for Model Inference in Transformers

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Streaming Output for Model Inference in Transformers

This article will introduce how to implement streaming output for model inference in the transformers module. The transformers module provides a built-in Streaming method for streaming output during model inference. Additionally, we can use model deployment frameworks such as vLLM and TGI to better support streaming output for model inference. Below, we will detail how … Read more