🔍📊🚀 Scaling Laws Refined: Learning Rate Optimization for Large Language Models www.azoai.com/news/2024100...#AI#MachineLearning#LLMs#DeepLearning#ScalingLaws#Optimization#BigData#AIResearch#Hyperparameters#LLama1@arxiv-stat-ml.bsky.social
Researchers uncovered a scaling law that optimizes learning rates for large language models, enabling better transfer across token horizons and improving training efficiency.
@emollick.bsky.social I wrote about scaling last week. Altman is arguing that it is, in fact, all you need. #GenAI#OpenAI#ScalingLawshttps://www.oneusefulthing.org/p/scaling-the-state-of-play-in-ai
📘 The "Beyond Scaling Laws" paper and subsequent research reveals that quality-centric approaches can transform performance improvements from sub-linear to exponential. And there are ways to do this unsupervised. 8/n #AIResearch#ScalingLaws