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

NVIDIA

JANUARY 2, 2024

So, when the software architect designed an AI inference platform to serve predictions for Oracle Cloud Infrastructure’s (OCI) Vision AI service, he picked NVIDIA Triton Inference Server. An avid cyclist, Thomas Park knows the value of having lots of gears to maintain a smooth, fast ride.

Software Architect 144

Software Architect Computer Vision Data Science Machine Learning 144

Flipboard

DECEMBER 6, 2023

The following are some of the experiments that were conducted by the team, along with the challenges identified and lessons learned: Pre-training – Q4 understood the complexity and challenges that come with pre-training an LLM using its own dataset. In addition to the effort involved, it would be cost prohibitive.

Chatbots 168

Chatbots LLM Prompt Engineering Prompt Engineer 168

ODSC - Open Data Science

DECEMBER 7, 2023

Data Wrangling with Python Sheamus McGovern | CEO at ODSC | Software Architect, Data Engineer, and AI Expert Data wrangling is the cornerstone of any data-driven project, and Python stands as one of the most powerful tools in this domain. This session gave attendees a hands-on experience to master the essential techniques.

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

Maciej Mensfeld is a principal product architect at Mend, focusing on data acquisition, aggregation, and AI/LLM security research. As a Software Architect, Security Researcher, and conference speaker, he teaches Ruby, Rails, and Kafka. In his spare time Gili enjoys family time and Calisthenics.

Generative AI 128

Generative AI Automation Categorization Software Architect 128

AWS Machine Learning Blog

SEPTEMBER 9, 2024

The tools provide the agent with access to data and functionality beyond what is available in the underlying LLM. This allows the agent to go beyond the knowledge contained in the LLM and incorporate up-to-date information or perform domain-specific operations.

Software Architect 128

Software Architect Generative AI AI AI 128