Unite.AI

JANUARY 26, 2024

On complementary side wrt to the software architect side; to enable faster deployment of LLMs researchers have proposed serverless inference systems. In serverless architectures, LLMs are hosted on shared GPU clusters and allocated dynamically based on demand. This transfers orders of magnitude less data than snapshots.

Large Language Models 241

Large Language Models LLM Software Architect Chatbots 241

ODSC - Open Data Science

DECEMBER 7, 2023

You’ll cover the integration of LLMs with advanced algorithms in DataGPT, with an emphasis on their collaborative roles in data analysis. You’ll take a deep dive into DataGPT’s technology stack, detailing its methodology for efficient data processing and its measures to ensure accuracy and consistency.

Data Science 98

Data Science Machine Learning Software Architect Algorithm 98

ODSC - Open Data Science

AUGUST 15, 2023

Troubleshooting Search and Retrieval with LLMs Xander Song | Machine Learning Engineer and Developer Advocate | Arize AI Some of the major challenges in deploying LLM applications are the accuracy of results and hallucinations. Finally, you’ll explore how to handle missing values and training and validating your models using PySpark.

Software Architect 52

Software Architect Data Scientist Data Science Machine Learning 52

AWS Machine Learning Blog

JULY 18, 2024

The ability to process and understand natural language data at scale, combined with the predictive power of ML algorithms, could revolutionize threat intelligence gathering, enabling organizations to anticipate and proactively defend against emerging cyber threats. In his spare time Gili enjoys family time and Calisthenics.

Generative AI 128

Generative AI Automation Categorization Software Architect 128