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GPUs in MLOps: Optimization, Pitfalls, and Management
James Sutton
James Sutton

GPUs in MLOps: Optimization, Pitfalls, and Management

Graphics Processing Units have roots deep in gaming, but they’re serious business when it comes to machine learning.
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Fine-Tuning Insights: Using LLMs as Preprocessors to Improve Dataset Quality
Samhita Alla
Samhita Alla

Fine-Tuning Insights: Using LLMs as Preprocessors to Improve Dataset Quality

LLMs for data cleaning: Yay or nay?
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Dollars to Data: Kelsey Hightower Talks LLMs in the Enterprise
Matthew Rothenberg
Matthew Rothenberg

Dollars to Data: Kelsey Hightower Talks LLMs in the Enterprise

Kubernetes guru Kelsey Hightower spoke with Union.ai about the business case for LLMs and AI and their potential to reshape the workplace. 
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Fine-tune Llama 2 with Limited Resources
Niels Bantilan
Niels Bantilan

Fine-tune Llama 2 with Limited Resources

Do more with less: Refine the 70 billion parameter Llama 2 model on your dataset with a bunch of T4s
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Article
LLMs in the enterprise — what’s chat got to do with it?
Matthew Rothenberg
Matthew Rothenberg

LLMs in the enterprise — what’s chat got to do with it?

Large Language Models (LLMs) are this season’s hot technology topic, but what will it take to establish their lasting success in the enterprise?
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Large Language Models in Production
Samhita Alla
Samhita Alla

Large Language Models in Production

A 5-minute cheatsheet outlining the challenges and solutions for building Large Language Models for production.
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