# The Lambda Deep Learning Blog

## [MLPerf Training v5.1: Lambda’s NVIDIA GB300 NVL72 outperforms NVIDIA GB200 NVL72 by 27%](https://lambda.ai/blog/lambda-mlperf-training-benchmarks-v5.1)

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](https://lambda.ai/blog/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](https://lambda.ai/blog/lambda-mlperf-inference-v5.1)

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](https://lambda.ai/blog/lambda-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](https://lambda.ai/blog/nvidia-b200-lambda-on-demand-cloud)

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](https://lambda.ai/blog/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](https://lambda.ai/blog/nvidia-sharp-on-lambda-1cc)

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](https://lambda.ai/blog/lambda-1cc-fp4-nvidia-hgx-b200)

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](https://lambda.ai/blog/lambda-q2-2025-launches)

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](https://lambda.ai/blog/servicenow-apriel5b)

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](https://lambda.ai/blog/deepseek-r1-0528-on-lambda-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](https://lambda.ai/blog/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](https://lambda.ai/blog/cloud-metrics-dashboard)

AI doesn’t wait and neither should real-time insights into your infrastructure!

## [No VM? No Problem: Meet the Filesystem S3 Adapter](https://lambda.ai/blog/filesystem-s3-adapter)

Say goodbye to storage gymnastics. Say hello to S3 simplicity.

## [Lambda Managed Slurm: AI Cluster Management, Your Way](https://lambda.ai/blog/lambda-managed-slurm)

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 ...