see Yi's relation with Llama. ⬇️ > 💡 TL;DR > > The Yi series models adopt the same model architecture as Llama but are NOT derivatives of Llama. * Both Yi and Llama are all based on the Transformer structure,
It's worth mentioning that a paper has demonstrated that using the ReLU/ReGLU activation function has a negligible impact on convergence and performance. Why is there a noticeable downgrade in the performance metrics of our current ReLU model, particularly the 70B model? In contrast to the ...
In 2017, there was a breakthrough in the research of NLP through the paperAttention Is All You Need. This paper revolutionized the entire NLP landscape. The researchers introduced the new architecture known as Transformers to overcome the challenges with LSTMs. Transformers essentially were the fir...
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The structure of the menu as a sequence of courses was both cause and consequence of the gradual disappearance through the 19th century of ‘French service’, in which all the dishes were presented simultaneously, and the rise of ‘Russian service’, which presented a meal in stages. This was...
The data were collected using a paper-based questionnaire, which the parents completed at the commune health centres. The questionnaire included the Vietnamese PACV and other questions such as parents’ gender, parental educational level and employment status, number of children [8, 9, 23]; infor...
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Syntactic parsing is the task of constructing a syntactic parse tree over a sentence which describes the structure of the sentence. Parse trees are used as part of many language processing applications. In this paper, we present a multi-lingual dependency parser. Using advanced deep learning ...
This paper investigates how the semantic structure of one English word depends on, and reflects, our models of relevant areas of experience. As a linguist, my original concern was with the problems posed by the word lie for traditional semantic theories; but these problems led inexorably to the...
We present the structure of CQL's query execution plans as well as details of the most impor- tant components: operators, interoperator queues, synopses, and sharing of components among multiple operators and queries. Examples throughout the paper are drawn from the Linear Road benchmark recently...