Hugging Face's Guide to Optimizing LLMs in Production
When it comes to deploying Large Language Models (LLMs) in production, the two major challenges originate from the huge amount of parameters they require and the necessity of handling very long input sequences to represent contextual information. Hugging Face has documented a list of techniques to tackle those hurdles based on their experience serving such models.
Generative AI Service AWS Bedrock Now Generally Available
After announcing Bedrock last April in preview, Amazon is now making its fully managed service for generative AI apps generally available.
AI Researchers Improve LLM-Based Reasoning by Mimicking Learning From Mistakes
Researchers from Microsoft, Peking University, and Xi’an Jiaotong University claim to have developed a technique to improve large language models (LLMs) ability to solve math problems by replicating how humans learn from their own mistakes.