Tag: parameter

70 billion parameter LLaMA2 model training accelerated by 195% with best foundation model practice upgraded

Initially triggered by ChatGPT, the large model boom is continuing to intensify. Tech giants and star startups are scrambling to contribute models for the competitive and diversified commercial market. Among these models, the LLaMA series has accumulated a vast amount of users and practical applicat...

Probability concepts explained: Bayesian inference for parameter estimation.

In the previous blog post I covered the maximum likelihood method for parameter estimation in machine learning and statistical models. In this post we’ll go over another method for parameter estimation using Bayesian inference. I’ll also show how this method can be viewed as a ...