Swaminathan B S

The Enterprise LLM Odyssey: Choosing the Right Inference Engine for Scale

The Challenge: A CTO’s Dilemma Alex, a CTO at a Fortune 500 company, faced a critical challenge: deploying Llama-3 to power their customer service chatbot. The requirements were steep—sub-200ms latency, support for 10,000+ concurrent users, and compatibility with both cloud GPUs and on-premise hardware. The team’s

Efficiently Evaluating LLMs Locally: A Modern Framework for Technical Teams

Cut through the noise of 100s of new LLMs with a systematic local testing strategy. The Challenge of LLM Evaluation in 2024 Large Language Models (LLMs) are evolving at breakneck speed, with thousands of new models released weekly. For technical teams, this poses a critical problem: How do you quickly