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RIYADH: Fahd Alhazmi, a Saudi engineer, has launched a modern interface to help Saudi citizens and expats configure all their governmental service needs. SaudiGovtGPT is the first AI platform in the region that is specifically tailored for Saudi citizen and residents. Avidly following the advancements in AI, especially the GPT family of models, Alhazmi believes they are ....
Finding the Words to Say: Hidden State Visualizations for Language Models By visualizing the hidden state between a model s layers, we can get some clues as to the model s thought process . Figure: Finding the words to say After a language model generates a sentence, we can visualize a view of how the model came by each word (column). Each row is a model layer. The value and color indicate the ranking of the output token at that layer. The darker the color, the higher the ranking. Layer 0 is at the top. Layer 47 is at the bottom. Model:GPT2-XL Part 2: Continuing the pursuit of making Transformer language models more transparent, this article showcases a collection of visualizations to uncover mechanics of language generation inside a pre-trained language model. These visualizations are all created using Ecco, the open-source package we re releasing ....