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December 2023 Summaries

2 posts from AI21 Labs

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The text discusses a multi-expert problem involving green energy companies, where data is fetched from Wiki API, calendar, and a database. It then computes the largest increase in share prices using a calculator and formats the answer with a language model. The process involves challenges such as training discrete experts, interfacing them with neural networks, routing among modules, etc. Further discussion includes advantages of Jurassic-X, like reading and updating databases in free language, enabling joining multiple databases, and updating data using natural language commands.
Dec 21, 2023 295 words in the original blog post.
The text discusses a multi-expert problem involving green energy companies, where data is fetched from Wiki API, calendar, and database. It then computes the largest increase in share prices using a calculator and formats the answer with a language model. Technical challenges include training discrete experts, interfacing them with neural networks, routing among modules, and avoiding model explosion. Jurassic-X offers advantages like reading and updating databases in free language, enabling practical applications such as querying databases for specific information or updating them using natural language commands.
Dec 11, 2023 295 words in the original blog post.