The LLM Engineer's Handbook ๐ท 'Super proud to announce my new book'
Curiosity: How do we bridge the gap between LLM research and production deployment?
Fodev JEO
LATEST INVESTIGATIONS
Source audits & field notes
๐ฅ๐ผ๐๐๐ฒ ๐๐ผ๐๐ฟ ๐พ๐๐ฒ๐ฟ๐ ๐๐ผ ๐ฎ ๐๐บ๐ฎ๐น๐น๐ฒ๐ฟ ๐๐๐ ๐๐ต๐ฒ๐ป ๐ฝ๐ผ๐๐๐ถ๐ฏ๐น๐ฒ
Curiosity: What insights can we retrieve from this? How does this connect to innovation in the field?
Github is a free university, but 99% don't know!
Curiosity: How can we leverage GitHub as a learning platform?
How do you deal with imbalanced data?
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 lโฆ
Introducing "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 instead of extracting text?
3 common methods for improving the performance of LLM๐
Retrieval Augmented Generation (RAG).
๐๐๐ฐ ๐๐๐๐จ๐๐ข๐ง๐ ๐ญ๐๐๐ก๐ง๐ข๐ช๐ฎ๐ ๐ข๐ง ๐ญ๐ซ๐๐ง๐ฌ๐๐จ๐ซ๐ฆ๐๐ซ๐ฌ ๐ฌ๐ข๐ ๐ง๐ข๐๐ข๐๐๐ง๐ญ๐ฅ๐ฒ ๐ซ๐๐๐ฎ๐๐๐ฌ ๐ก๐๐ฅ๐ฅ๐ฎ๐๐ข๐ง๐๐ญ๐ข๐จ๐ง๐ฌ ๐
This new decoding method is simple yet extremely impressive!
๐ Key Data Terms to Know in 2024, A Quick Guide
๐๐ฎ๐๐ฎ ๐ ๐ถ๐ป๐ถ๐ป๐ด: Discovering hidden patterns in large datasets using statistical and ML methods.
Generative AI Application Ecosystem
Curiosity: What challenges do organizations face when deploying Generative AI?
Software Development Cycle
Software Development Cycle
์ธ๊ธฐ ํ๊ทธ
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