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How do transformers work?+Design a Multi-class Sentiment Analysis for Customer Reviews

We will deep dive into understanding how transformer model work like BERT(Non-mathematical Explanation of course!). system design to use the transformer to build a Sentiment Analysis

Forward networkZenmode engineerRecommendation systemBig pictureInput embeddingEmbedding layerAttention layerWord representationHead attentionMulti head attentionDecoder attentionFeed forward network

The Secret Sauce behind 100K context window in LLMs: all tricks in one place

The Secret Sauce behind 100K context window in LLMs: all tricks in one place
gopenai.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from gopenai.com Daily Mail and Mail on Sunday newspapers.

Galina alperovichSecret sauceSparse attentionLarge language modelsContext windowsGreat gatsbyPositional sinusoidal embeddingPositional sinusoidalPositional sinusoidal encodingHead attentionMulti head attentionDot product attentionLinear biasesSliding window attention

Ask HN: Can someone ELI5 Transformers and the Attention is all we need paper

Ask HN: Can someone ELI5 Transformers and the Attention is all we need paper
ycombinator.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from ycombinator.com Daily Mail and Mail on Sunday newspapers.

Paul grahamGeoffrey hintonIlya sutskeverJohn carmackAll youIllustrated transformerHead attention