RouteLLM โ ๐ฐ๐๐ ๐ฑ๐ฌ% ๐ผ๐ณ ๐ฐ๐ผ๐๐ โ๏ธ Curiosity: What insights can we retrieve from this? How does this connect to innovation in the field? Curiosity: The LMSys team maintains the ChatbotArena, which is ...
GitHub: The Free University for Data Science Curiosity: How can we leverage GitHub as a learning platform? What knowledge can we retrieve from the vast repository of open-source data science resou...
Paper ๐ https://arxiv.org/pdf/2110.13048 If you donโt have too much data and the imbalance is not too extreme, the typical way to deal with it is to simply reweigh the samples such that the ...
ColPali: Efficient Document Retrieval with Vision Language Models Curiosity: How can we simplify PDF document retrieval in RAG systems? What happens when we embed document images directly instea...
3 comon methods Prompt Engineering Retrieval Augmented Generation (RAG) Parameter Efficient Fine-Tuning (PEFT) There are many more methods but these are the easiest and can result in majo...
DoLa decoding, which made a conference paper at ICLR โ24, has just been merged in Transformers by Joรฃo Gante and Yung-Sung Chuang. This new decoding method is simple yet extremely impressive! Remi...
As data continues to shape our digital world, understanding key concepts is crucial. Hereโs a concise overview of essential data terms for 2024: ๐๐ฎ๐๐ฎ ๐ ๐ถ๐ป๐ถ๐ป๐ด: Discovering hidden patterns ...
Generative AI Application Ecosystem: Challenges and Best Practices Curiosity: What challenges do organizations face when deploying Generative AI? How can we avoid common pitfalls and build success...
๐ญ. ๐ฃ๐น๐ฎ๐ป๐ป๐ถ๐ป๐ด ๐น๐๐๐ป๐ฐ๐๐ถ๐ผ๐ป: Establishes the projectโs scope, objectives, and requirements. ๐น๐๐ฐ๐๐ถ๐๐ถ๐๐ถ๐ฒ๐: Involves gathering and analyzing requirements, defining the project roadmap, and allocatin...
How to Prepare for a Google Interview: A Systematic Approach Curiosity: How can we systematically prepare for technical interviews at top tech companies? What knowledge should we retrieve to max...