By @mandliya [ 11 Min read ] Overview of Large Language Model (LLM) inference, its importance, challenges, and key problem formulations. Model is trained only once or periodically, while inference occurs far more frequently, probably thousands of times per second in production environments. Here: Let’s calculate the memory requirements for the LLaMA 7B model... |
By @docligot [ 4 Min read ] In the end, data engineers are the ones who make data science possible. And for those willing to embrace the challenge, the rewards can be substantial—not only in terms of career growth but in the knowledge that you’re the one quietly keeping the data-driven machine running... |
By @ngl21 [ 9 Min read ] “Propensity score matching entails forming matched sets of treated and untreated subjects who share a similar value of the propensity score. Once a matched sample has been formed, the treatment effect can be estimated by directly comparing outcomes.” There are three means of balance diagnostics: - statistical tests.. |
George B Selden is granted a US patent in 1895 for an “improved road engine." |
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