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 sigmoidprime.com
Transformer-XL: A Memory-Augmented Transformer
| | bdtechtalks.com
Machine learning: What is the transformer architecture? - TechTalks
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| | The transformer model has become one of the main highlights of advances in deep learning and deep neural networks.
| | nlp.seas.harvard.edu
The Annotated Transformer
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| | blog.lambdaclass.com
Summary on rStar-Math: showing how smaller LLMs can outperform bigger ones with deep thinking
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| | TL;DR: this post addresses the paper introducing rStar-Math and the techniques for smaller language models to outperform more complex large language models on math-related tasks. You can check the code here. rStar-Math significantly improved the math reasoning abilities of SLMs. For instance, on the MATH benchmark, it enhanced Qwen2.
| | colah.github.io
Neural Networks, Types, and Functional Programming -- colah's blog
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