Jun 24, 2024 · Panza's personalization features are based on a new technique called data playback, which allows us to fine-tune an LLM to better reflect a user's writing ...

Jun 24, 2024 · A fully-local automated email writing assistant we call Panza, whose purpose is to generate relevant messages in the user's own style, given a user prompt.

Jul 16, 2024 · The Panza paper introduces a novel approach to building a personalized text writing assistant. By leveraging data playback and local fine-tuning,

Panza is an automated email assistant customized to your writing style and past email history. Its main features are as follows: Panza produces a fine-tuned ...

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Panza: A Personalized Text Writing Assistant via Data Playback and Local Fine-Tuning. A Nicolicioiu, E Iofinova, E Kurtic, M Nikdan, A Panferov, I Markov ...

Co-authors ; Panza: A Personalized Text Writing Assistant via Data Playback and Local Fine-Tuning. A Nicolicioiu, E Iofinova, E Kurtic, M Nikdan, A Panferov, I ...

Panza: A Personalized Text Writing Assistant via Data Playback and Local Fine-Tuning ... We demonstrate the feasibility of training an e-mail composition ...

Specifically, Panza can be both trained and inferenced locally on commodity hardware, and is personalized to the user's writing style. 256. Paper · Code ...

具体而言，Panza可以在商品硬件上进行本地训练和推理，并且可以根据用户的写作风格进行个性化。Panza的个性化功能基于一种称为数据回放的新技术，该技术允许我们使用有限的 ...