2024-10-03
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it house reported on october 3 that with the continuous development of ai technology, artificial intelligence functions on mobile devices are becoming more and more important. google has now opened the gemini nano lightweight ai model to android developers for trial use. this model is mainly suitable for for lower-performance phones/tablets, developers can now use the ai edge sdk provided by google to easily integrate this model into their own applications.
gemini nano belongs to the google gemini model family. it is said to be specially designed for lightweight tasks on the device side, providing flexible and efficient ai functions. its inference tasks are completely completed on the device side without the need to connect to the cloud server, so it has "guaranteed privacy" and "no need to internet" and "no subscription required" three major advantages.
gemini nano is suitable for a variety of application scenarios, supporting intelligent reply to messages, text rewriting, article proofreading and summarizing content. currently, google is opening the gemini nano 2 model to developers for testing. compared with the previous generation, nano 2 has obvious improvements in quality. although nearly twice the size of the previous generation, google claims that the nano 2 performs better in benchmark tests and real-world applications, and its capabilities are even comparable to "larger models."
it house learned that developers can use google ai edge sdk to integrate with their own applications and control inference parameters, such as output randomness and maximum response length, to meet the needs of different applications.
google hopes that by opening gemini nano, android platform applications will have an experience similar to "apple's ai" apple intelligence. currently, gemini nano has been deployed in a number of first-party applications, such as pixel screenshots, talkback phone answering service, and recorder recording service.