# The Lambda Deep Learning Blog

**MLPerf Training v5.1: Lambda’s NVIDIA GB300 NVL72 outperforms NVIDIA GB200 NVL72 by 27%**  
Training large language models (LLMs) takes massive compute power, making it critical for AI teams to understand and optimize performance across their systems. ...

**AI Factories: Redefining the enterprise playbook**  
Yesterday’s data centers were built for servers. Tomorrow’s must be built for GPUs. Lambda is pioneering this shift, reimagining every layer of infrastructure, ...

**LLM performance up 15.4%: MLPerf v5.1 confirms NVIDIA HGX B200 on Lambda is built for enterprise inference**  
Inference at scale is still too slow. Large models often stall under real-world load, burning time, compute, and user trust. That’s the problem we set out to ...

**Lambda and Cologix debut NVIDIA HGX B200 AI clusters in Columbus, Ohio**  
AI infrastructure is no longer confined to the coasts. With Lambda’s one-click clusters, Supermicro’s energy-efficient systems, and Cologix’s carrier-dense ...

**Introducing Next-Gen Training and Inference at Scale on Lambda Instances with NVIDIA Blackwell**  
NVIDIA Blackwell GPUs are now available as 8x Lambda Instances On-Demand, featuring the powerful NVIDIA HGX™ B200 in addition to our trusted lineup.

**Building the Aggregated Edge for Sovereign AI**  
In this podcast of Shared Everything, Nicole Hemsoth Prickett from Vast Data speaks with Ken Patchett, VP of Data Center Infrastructure at Lambda, about the ...

**Introducing NVIDIA SHARP on Lambda 1CC: Next-Gen Performance for Distributed AI Workloads**  
Lambda’s 1-Click Clusters(1CC) provide AI teams with streamlined access to scalable, multi-node GPU clusters, cutting through the complexity of distributed ...

**Accelerate Your AI Workflow with FP4 Quantization on Lambda**  
As AI models grow in complexity and size, the demand for efficient computation becomes paramount. FP4 (4-bit Floating Point) precision emerges as a ...

**Lambda’s Q2 2025 Launches: AI Innovation at Warp Speed**  
As we wrap up Q2, it’s time to celebrate Lambda’s relentless drive to push the boundaries of AI infrastructure and tooling. From April through June, we ...

**Apriel 5B: ServiceNow’s Enterprise AI Trained and Deployed on Lambda**  
In AI, scaling doesn’t always mean “bigger.” That’s why we champion lean, efficient LLM design, that maximizes performance while minimizing compute cost and ...

**DeepSeek-R1-0528: The Open-Source Titan Now Live on Lambda’s Inference API**  
DeepSeek has just leveled up. The latest release, DeepSeek-R1-0528, is now available on Lambda’s Inference API, delivering a formidable blend of mathematical ...

**Scaling liquid cooling for AI workloads**  
In this episode of DCD's Keeping It Cool, Emma Brooks of DCD hosts Phil Lawson-Shanks, Chief Innovation Officer at Aligned Data Centres, and Ken Patchett, VP ...

**Introducing Lambda's Cloud Metrics Dashboard: Real-Time Insights for Your GPU Workloads**  
AI doesn’t wait and neither should real-time insights into your infrastructure!

**No VM? No Problem: Meet the Filesystem S3 Adapter**  
Say goodbye to storage gymnastics. Say hello to S3 simplicity.

**Lambda Managed Slurm: AI Cluster Management, Your Way**  
Introducing Managed Slurm (Early Preview) on Lambda: Your AI Cluster’s New Best Friend Think of Slurm as the air‑traffic controller for your GPU fleet that ...