# The Lambda Deep Learning Blog

## The Essential Guide to GPUs for AI, Training and Inference

Published on August 20, 2025  
by Jessica Nicholson  
[Read more here](https://lambda.ai/blog/the-essential-guide-to-gpus)

## Introducing Next-Gen Training and Inference at Scale on Lambda Instances with NVIDIA Blackwell

Published on August 12, 2025  
by Anket Sah  
[Read more here](https://lambda.ai/blog/nvidia-b200-lambda-on-demand-cloud)

## Building the Aggregated Edge for Sovereign AI

Published on August 11, 2025  
by Anket Sah  
[Read more here](https://lambda.ai/blog/building-the-aggregated-edge-for-sovereign-ai)

## Beginners Guide to Reasoning in AI

Published on August 7, 2025  
by Jessica Nicholson  
[Read more here](https://lambda.ai/blog/beginners-guide-to-reasoning-in-ai)

## Introducing NVIDIA SHARP on Lambda 1CC: Next-Gen Performance for Distributed AI Workloads

Published on July 29, 2025  
by Anket Sah  
[Read more here](https://lambda.ai/blog/nvidia-sharp-on-lambda-1cc)

## Accelerate Your AI Workflow with FP4 Quantization on Lambda

Published on July 16, 2025  
by Anket Sah  
[Read more here](https://lambda.ai/blog/lambda-1cc-fp4-nvidia-hgx-b200)

## Ceramic Training Infrastructure Delivers Superior Performance on Lambda's NVIDIA HGX B200

Published on July 15, 2025  
by Ceramic AI  
[Read more here](https://lambda.ai/blog/ceramic-lambda-training-performance-nvidia-hgx-b200)

## Lambda’s Q2 2025 Launches: AI Innovation at Warp Speed

Published on July 7, 2025  
by Anket Sah  
[Read more here](https://lambda.ai/blog/lambda-q2-2025-launches)

## Iambic takes the lead for Next-Gen AI Drug Discovery with Lambda

Published on June 26, 2025  
by Thomas Bordes  
[Read more here](https://lambda.ai/blog/lambda-iambic-enchant-deal-pr)

## Apriel 5B: ServiceNow’s Enterprise AI Trained and Deployed on Lambda

Published on June 20, 2025  
by Anket Sah  
[Read more here](https://lambda.ai/blog/servicenow-apriel5b)

## Partner Spotlight: Orchestrating large-scale agent training on Lambda with dstack and RAGEN

Published on June 5, 2025  
by dstack  
[Read more here](https://lambda.ai/blog/agent-training-on-lambda-with-dstack-and-ragen)

## DeepSeek-R1-0528: The Open-Source Titan Now Live on Lambda’s Inference API

Published on June 4, 2025  
by Anket Sah  
[Read more here](https://lambda.ai/blog/deepseek-r1-0528-on-lambda-inference-api)

## Cologix and Lambda Launch First NVIDIA HGX B200-Accelerated AI Clusters in Columbus at COL4

Published on June 3, 2025  
by Thomas Bordes  
[Read more here](https://lambda.ai/blog/cologix-and-lambda-b200-col4)

## Qwen3 32B is available on Lambda's Inference API

Published on May 29, 2025  
by Anthony Walsh  
[Read more here](https://lambda.ai/blog/qwen3-32b-is-available-on-lambdas-inference-api)

## Scaling liquid cooling for AI workloads

Published on May 21, 2025  
by Anket Sah  
[Read more here](https://lambda.ai/blog/scaling-liquid-cooling-for-ai-workloads)