Tag: inference optimization

Learn how to scale open-source LLMs in 2026. Explore hardware needs for gpt-oss-120b, the role of SLMs, and professional serving stacks using vLLM and SGLang.

Learn how to choose optimal batch sizes for LLM serving to cut cost per token by up to 87%. Discover real-world results, batching types, hardware trade-offs, and proven techniques to reduce AI infrastructure costs.

Recent-posts

Risk Assessments and Impact Statements for Large Language Model Projects

Risk Assessments and Impact Statements for Large Language Model Projects

May, 30 2026

How to Measure Generative AI ROI: Solving Attribution Challenges in 2026

How to Measure Generative AI ROI: Solving Attribution Challenges in 2026

May, 17 2026

How Generative AI Is Transforming Prior Authorization Letters and Clinical Summaries in Healthcare Admin

How Generative AI Is Transforming Prior Authorization Letters and Clinical Summaries in Healthcare Admin

Dec, 15 2025

The Future of Generative AI: Agentic Systems, Lower Costs, and Better Grounding

The Future of Generative AI: Agentic Systems, Lower Costs, and Better Grounding

Jul, 23 2025

Safety in Multimodal Generative AI: How Content Filters Block Harmful Images and Audio

Safety in Multimodal Generative AI: How Content Filters Block Harmful Images and Audio

Feb, 15 2026