While working on my Knowledge Distillation problem for intent classification, I faced a puzzling roadblock. My setup involved a teacher model, which is RoBERTa-large (finetuned on my intent classification), and a student model, which...
In partnership with Good morning. It’s Wednesday, October twenty second.On this present day in tech history: In 2011Google publicly demoed its “self-driving automotive project” to Nevada lawmakers, making history as the...
and Large Language Models (LLMs)
Large language models (LLMs) are advanced AI systems built on deep neural network akin to transformers and trained on vast amounts of text to generate human-like language. LLMs like ChatGPT,...
Good morning. It’s Monday, October twentieth.On this present day in tech history: In 1971the Stanford "Hand–Eye" project quietly produced one in all the primary systems to integrate vision, reasoning, and robotic manipulation. Its...
, but their frequency and accessibility have definitely grown quite a bit recently. Earlier, they were mostly reserved for predictive machine learning problems (think Kaggle), but now, the main focus, not less than for...
In partnership with Good morning. It’s Friday, October seventeenth.On today in tech history: In 2011Carnegie Mellon researchers released the RoboCup 3D simulation league AI. This league allowed autonomous agents to manage...
data scientist or ML engineer, learning machine learning system design is one of the crucial essential skills it is advisable know. It’s the bridge between constructing models and deploying solutions that drive actual...
In partnership with Good morning. It’s Wednesday, October fifteenth.On this present day in tech history: In 1979a gaggle at MIT’s Architecture Machine Group logged a test of their “Put-That-There” multimodal interface...