The Curious Engineer

All blogs / AI / ML

The Lambda deep learning blog

lambda.ai/blog

AI / MLDevOps / SRE / infrastructureDistributed systems / cloud

’18’19’20’21’22’23’24’25’26
Posts
234 from 13 Sep 2018 to 21 Oct 2026
Posting
weekly (72 in the last year)
Kind
company blog
Feed
https://lambda.ai/blog/rss.xml

2026 64

  1. What Lambda is building with NVIDIA at GTC Berlin 2026
  2. Lambda to integrate open-source NVIDIA Run:ai with its Managed Kubernetes Service
  3. ReLearn at CVPR 2026: can AI still learn from humans?
  4. Lambda closes $1 billion senior secured fixed rate financing
  5. From world models to active agents: the next step for physical AI
  6. Open Jarvis: making local LLMs work as agents
  7. Lambda to build new data center in Mayes County, Oklahoma, generating half a billion dollars in tax revenue over next decade
  8. Building multimodal models for spatial reasoning
  9. From structures to dynamics: scaling AI for molecular dynamics in drug discovery
  10. Closing the loop: agentic evaluation for image editing foundation models
  11. MLPerf Inference v6.1: pioneering agent, VLM benchmarks
  12. Lambda signs the White House Ratepayer Protection Pledge, reinforcing commitment to community benefits and grid reliability
  13. OpenResearcher: a reproducible and scalable pipeline for training deep research agents
  14. Giving robots 3D vision without depth sensors
  15. How SPREEAI trains the model behind photorealistic virtual try-on
  16. ReviewGrounder: grounding AI-assisted peer review in evidence
  17. Lambda closes $926 million senior secured term loan B facility, backing GPU deployment for an investment-grade customer
  18. AgentFlow: when the agent's workflow learns
  19. Build and buy: why the smartest AI teams do both
  20. A world model for market microstructure
  21. Lambda prices $926 million senior secured term loan B facility, the first investment-grade-rated term loan B financing by a private neocloud
  22. Choosing the right orchestration layer for your AI use cases
  23. From tokens to concepts: how particle models perceive the world
  24. Prompt injection doesn't care what your agent does for a living
  25. Keeping 100k battles of untrusted agent code in their lane
  26. In high-frequency trading data, noise isn't the problem. Assumptions are.
  27. Your coding harness shouldn't be a black box
  28. One photo in. A full 3D scene out.
  29. Why your Kubernetes scheduler can't handle AI workloads
  30. GLM 5.2: a new rise of open-weight agentic models
  31. Lambda’s keynote at the ALVR workshop co-located with ACL 2026
  32. What happens when Claude Code gets an experiment tracker
  33. We’re entering the age of large-scale synthetic data
  34. MLPerf Training v6.0: Lambda delivers fastest LLM training on NVIDIA GB300 NVL72 and fastest MoE training on NVIDIA HGX B200
  35. Building at the speed of research: Lambda at CVPR 2026
  36. Introducing workspaces for Lambda Cloud
  37. Unbox one of NVIDIA's first co-packaged optics switches with us. See why we bet on CPO early.
  38. DeepSeek V4: the most expected open-source model ever released, and the quietest landing
  39. Lambda Bare Metal Instances: full hardware control with API-driven operations
  40. Lambda partners with Hudson River Trading to power quantitative research and development
  41. Lambda’s NVIDIA HGX B200 on STAC-AI™ LANG6
  42. Lambda closes $1 billion senior secured credit facility to meet gigawatt-scale AI infrastructure demand
  43. Lambda assembles leadership team to power gigawatt-scale AI infrastructure for the superintelligence era
  44. Most AI teams treat compute as a commodity. It's not.
  45. Creating highly efficient agents: 450M tool-calling tokens distilled for post-training from top open-source models
  46. ICLR 2026: 12 papers on making AI systems reliable, efficient, and secure
  47. Lambda's MLPerf Inference v6.0: hardware leap, software maturity, research breakthrough
  48. Lambda at NVIDIA GTC 2026: our thoughts
  49. How Kodiak trains the brain behind 28 driverless trucks
  50. Lambda at NVIDIA GTC 2026: building the Superintelligence Cloud
  51. Lambda at GTC 2026: an early preview
  52. Open model, open metrics: How Lambda and the Olmo team trained Olmo Hybrid
  53. FlashAttention-4 gives the NVIDIA Blackwell platform its most optimized attention kernel yet
  54. Mila World Modeling Workshop: wrap-up
  55. Lambda appoints Charles Fisher as Chief Financial Officer
  56. Lambda appoints tech pioneer Jerry Hunter as Vice Chairman, Compute Delivery and Special Advisor to the Board
  57. Lambda and Oumi partner for end-to-end custom model development
  58. Kimi K2 Thinking: what 200+ tool calls mean for production
  59. From building AI infrastructure to shaping its standards: Lambda joins OCP
  60. How to deploy ML jobs on Lambda Cloud with SkyPilot
  61. 2025 AI wrapped
  62. NVIDIA's Vera Rubin NVL72 coming to Lambda's Superintelligence Cloud
  63. JAX on NVIDIA GPUs Part 2: A practical guide for ML engineers
  64. Lambda appoints Leonard Speiser as Chief Operating Officer

2025 53

  1. How to serve Kimi-K2-Instruct on Lambda with vLLM
  2. Lambda’s multi-cloud blueprint for high-performance AI infrastructure
  3. From bigger models to better intelligence: what NeurIPS 2025 tells us about progress
  4. Silicon Photonics for AI Clusters: Performance, Scale, Reliability, and Efficiency
  5. Lambda Raises Over $1.5B from TWG Global, USIT to Build Superintelligence Cloud Infrastructure
  6. Prime Data Centers and Lambda Partner to Power the Next Era of Superintelligence with AI-Optimized Infrastructure in Southern California
  7. MLPerf Training v5.1: Lambda’s NVIDIA GB300 NVL72 outperforms NVIDIA GB200 NVL72 by 27%
  8. Lambda Announces Multibillion-Dollar Agreement With Microsoft to Deploy AI Infrastructure Powered by Tens of Thousands of NVIDIA GPUs
  9. Lambda Doubles Down on Midwest Expansion, To Build AI Factory in Kansas City, MO
  10. Gigawatt-Scale AI Factories: NVIDIA GB300 NVL72 System on Lambda Cloud
  11. Lambda Appoints Stacey Finerman as VP, Investor Relations
  12. Lambda Achieves NVIDIA Exemplar Cloud
  13. AI Factories: Redefining the enterprise playbook
  14. Lambda Appoints Heather Planishek to Board of Directors as Audit Chair
  15. Lambda and ECL Bring the First Hydrogen-Powered NVIDIA GB300 NVL72 Systems Online
  16. JAX on NVIDIA GPUs Part 1: Fundamentals and best practices
  17. LLM performance up 15.4%: MLPerf v5.1 confirms NVIDIA HGX B200 on Lambda is built for enterprise inference
  18. Lambda and Cologix debut NVIDIA HGX B200 AI clusters in Columbus, Ohio
  19. Lambda Builds AI Factories with Supermicro NVIDIA HGX B200 Server Clusters to Deliver Production-ready Next-Gen AI Infrastructure at Scale
  20. EdgeConneX and Lambda To Build AI Factory In Chicago With Industry-Leading High-Density Data Center Infrastructure
  21. The Essential Guide to GPUs for AI, Training and Inference
  22. Introducing Next-Gen Training and Inference at Scale on Lambda Instances with NVIDIA Blackwell
  23. Building the Aggregated Edge for Sovereign AI
  24. Beginners Guide to Reasoning in AI
  25. Introducing NVIDIA SHARP on Lambda 1CC: Next-Gen Performance for Distributed AI Workloads
  26. Accelerate Your AI Workflow with FP4 Quantization on Lambda
  27. Ceramic Training Infrastructure Delivers Superior Performance on Lambda's NVIDIA HGX B200
  28. Lambda’s Q2 2025 Launches: AI Innovation at Warp Speed
  29. Iambic takes the lead for Next-Gen AI Drug Discovery with Lambda
  30. Apriel 5B: ServiceNow’s Enterprise AI Trained and Deployed on Lambda
  31. Partner Spotlight: Orchestrating large-scale agent training on Lambda with dstack and RAGEN
  32. DeepSeek-R1-0528: The Open-Source Titan Now Live on Lambda’s Inference API
  33. Cologix and Lambda Launch First NVIDIA HGX B200-Accelerated AI Clusters in Columbus at COL4
  34. Qwen3 32B is available on Lambda's Inference API
  35. Scaling liquid cooling for AI workloads
  36. Deploy Your Models with MLFlow on Lambda Cloud
  37. Lambda’s Vector lineup gets a major GPU upgrade with NVIDIA Blackwell
  38. Introducing Lambda's Cloud Metrics Dashboard: Real-Time Insights for Your GPU Workloads
  39. No VM? No Problem: Meet the Filesystem S3 Adapter
  40. Security Transparency Is One of Our Superpowers: Introducing Lambda's Customer Trust Portal
  41. Lambda Managed Slurm: AI Cluster Management, Your Way
  42. DeepSeek V3-0324 Live on Lambda!
  43. MLPerf Inference v5.0: Lambda’s Clusters Prove Ready for Today and Tomorrow’s AI Inference Demands
  44. lambdalabs.com is now lambda.ai
  45. Lambda Honored to Accelerate AI Innovation in Healthcare with NVIDIA
  46. Be First, Scale Fast - NVIDIA Blackwell GPU Clusters Now Live on Lambda
  47. Lambda at NVIDIA GTC 2025: Accelerating AI with NVIDIA Blackwell GPU Clusters
  48. How a Golden Ticket Could Transform Medicine Forever
  49. We Pull Our Socks (SOC) Up For Security
  50. How to serve DeepSeek-R1 & v3 on NVIDIA GH200 Grace Hopper Superchip (400 tok/sec throughput, 10 tok/sec/query)
  51. What's New - 2025
  52. Lambda Raises $480M to Expand AI Cloud Platform
  53. Partner Spotlight: Testing Llama 3.3 70B inference performance on NVIDIA GH200 with Baseten

2024 15

  1. Get Into The ARMs Race: Future-Proof Your Workloads Now With Lambda
  2. Putting the NVIDIA GH200 Grace Hopper Superchip to good use: superior inference performance and economics for larger models
  3. NVIDIA GH200 Grace Hopper Superchips Now on Lambda and Available On-Demand
  4. Partner Spotlight: Evaluating NVIDIA H200 Tensor Core GPUs for AI Inference with Baseten
  5. More Options for AI Developers: New On-Demand 1x, 2x and 4x NVIDIA H100 SXM Tensor Core GPU Instances in Lambda’s Cloud
  6. Will YOU win Lambda’s Golden Ticket in October?!
  7. Kubernetes cluster deployment made easy with Lambda and SkyPilot
  8. Unveiling Hermes 3: The First Full-Parameter Fine-Tuned Llama 3.1 405B Model is on Lambda’s Cloud
  9. Introducing Lambda 1-Click Clusters, a new way to train large AI models
  10. Introducing ML Times: Your Destination For Digestible AI News And Insights
  11. Lambda selected as 2024 NVIDIA Partner Network AI Excellence Partner of the Year
  12. Lambda among first NVIDIA Cloud Partners to deploy NVIDIA Blackwell-based GPUs
  13. Lambda is a Diamond Sponsor at NVIDIA GTC!
  14. Lambda Raises $320M to Build a GPU Cloud for AI
  15. ShadeRunner: Chrome plugin for enhanced on-page research

2023 24

  1. Benchmarking ZeRO-Inference on the NVIDIA GH200 Grace Hopper Superchip
  2. Persistent storage now available for on-demand NVIDIA H100 GPU instances
  3. Lambda launches Vector One, a new single-GPU desktop PC
  4. Unleashing the power of Transformers with NVIDIA Transformer Engine
  5. Lambda Cloud Clusters to support NVIDIA H200 Tensor Core GPUs
  6. Lambda Cloud Clusters now available with NVIDIA GH200 Grace Hopper Superchip
  7. DeepChat 3-Step Training At Scale: Lambda’s Instances of NVIDIA H100 SXM5 vs A100 SXM4
  8. Persistent storage for Lambda Cloud is expanding!
  9. Exploring AI's Role in Summarizing Scientific Reviews
  10. Lambda launches new Hyperplane Server with NVIDIA H100 GPUs and AMD EPYC 9004 series CPUs
  11. How FlashAttention-2 Accelerates LLMs on NVIDIA H100 and A100 GPUs
  12. Lambda Cloud Deploys On-Demand NVIDIA HGX H100 with 8x H100 SXM Instances
  13. Chat with a PDF using Falcon: Unleashing the Power of Open-Source LLMs!
  14. Fine tuning Meta's LLaMA 2 on Lambda GPU Cloud
  15. Considerations for Large-Scale NVIDIA H100 Cluster Deployments
  16. Fine-tuning Falcon LLM 7B/40B
  17. Lambda Demos: Simplifying ML Demo Hosting
  18. Host Stable Diffusion with Lambda Demos in just a few clicks!
  19. Lambda Cloud Deploys NVIDIA H100 Tensor Core GPUs
  20. Lambda Selected as 2023 Americas NVIDIA Partner Network Solution Integration Partner of the Year
  21. Lambda Raises $44M to Build the World’s Best Cloud for Training AI
  22. Lambda Cloud Adding NVIDIA H100 Tensor Core GPUs in Early April
  23. How To Use mpirun to Launch a LLaMA Inference Job Across Multiple Cloud Instances
  24. Lambda Cloud accounts now support teams!

2022 20

  1. NVIDIA Hopper: H100 and FP8 Support
  2. Hugging Face x Lambda: Whisper Fine-Tuning Event
  3. How To Fine Tune Stable Diffusion: Naruto Character Edition
  4. Voltron Data Case Study: Why ML teams are using Lambda Reserved Cloud Clusters
  5. NVIDIA GeForce RTX 4090 vs RTX 3090 Deep Learning Benchmark
  6. September 2022 Lambda GPU Cloud Release Notes
  7. All You Need Is One GPU: Inference Benchmark for Stable Diffusion
  8. NVIDIA H100 Tensor Core GPU - Deep Learning Performance Analysis
  9. How to fine tune stable diffusion: how we made the text-to-pokemon model at Lambda
  10. Multi node PyTorch Distributed Training Guide For People In A Hurry
  11. Training YoloV5 face detector on Lambda Cloud
  12. Careers at Lambda
  13. Setting Up A Kubernetes Run:AI Cluster on Lambda Cloud
  14. Lambda Cloud Storage is now in open beta: a high speed filesystem for our GPU instances
  15. Lambda Teams Up With Razer to Launch the World’s Most Powerful Laptop for Deep Learning
  16. Lambda Selected as 2021 NVIDIA Partner Network Solutions Integration Partner of the Year
  17. Keeping an eye on your GPUs - GPU monitoring tools compared
  18. Best GPU for Deep Learning in 2022 (so far)
  19. Lambda's Machine Learning Infrastructure Playbook and Best Practices
  20. Deep learning is the future of gaming.

2021 14

  1. Setting up environments: Anaconda
  2. NVIDIA A40 Deep Learning Benchmarks
  3. StyleGAN 3
  4. Lambda's Deep Learning Curriculum
  5. Lambda and Scale Nucleus: Empowering Your Model Training with Better Data
  6. Tesla A100 Server Total Cost of Ownership Analysis
  7. Install TensorFlow & PyTorch for the RTX 3090, 3080, 3070
  8. RTX A6000 vs RTX 3090 Deep Learning Benchmarks
  9. NVIDIA NGC Tutorial: Run a PyTorch Docker Container using nvidia-container-toolkit on Ubuntu
  10. Lambda raises $24.5M to build GPU cloud and deep learning hardware
  11. Lambda Named NVIDIA Partner Network Solution Integration Provider of the Year
  12. Introducing NVIDIA RTX™ A6000 GPU Instances on Lambda Cloud
  13. A100 vs V100 Deep Learning Benchmarks
  14. RTX A6000 Deep Learning Benchmarks

2020 12

  1. 1, 2 & 4-GPU NVIDIA Quadro RTX 6000 Lambda GPU Cloud Instances
  2. Lambda Echelon – a turn key GPU cluster for your ML team
  3. Deep Learning Hardware Deep Dive – RTX 3090, RTX 3080, and RTX 3070
  4. GPT-3 A Hitchhiker's Guide
  5. How to Run OpenAI's GPT-2 Text Generator on Your Computer
  6. OpenAI's GPT-3 Language Model: A Technical Overview
  7. NVIDIA A100 GPU Benchmarks for Deep Learning
  8. Cutting the cost of deep learning — Lambda Cloud 8-GPU V100 instances
  9. Getting Started Guide — Lambda Cloud GPU Instances
  10. How to Transfer Data to Lambda Cloud GPU Instances
  11. Hyperplane-16 InfiniBand Cluster Total Cost of Ownership Analysis
  12. Choosing the Best GPU for Deep Learning in 2020

2019 22

  1. Training Neural Networks in Record Time with the Hyperplane-16
  2. Setting up a Mellanox InfiniBand Switch (SB7800 36-port EDR)
  3. TensorFlow 2.0 Tutorial 01: Basic Image Classification
  4. Setting up Horovod + Keras for Multi-GPU training
  5. Tracking system resource (GPU, CPU, etc.) utilization during training with the Weights & Biases Dashboard
  6. TensorFlow 2.0 Tutorial 05: Distributed Training across Multiple Nodes
  7. TensorFlow 2.0 Tutorial 03: Saving Checkpoints
  8. TensorFlow 2.0 Tutorial 04: Early Stopping
  9. TensorFlow 2.0 Tutorial 02: Transfer Learning
  10. A Gentle Introduction to Multi GPU and Multi Node Distributed Training
  11. Titan V Deep Learning Benchmarks with TensorFlow
  12. RTX 2080 Ti Deep Learning Benchmarks with TensorFlow
  13. Perform GPU, CPU, and I/O stress testing on Linux
  14. V100 server on-prem vs AWS p3 instance cost comparison
  15. Set up a GPU accelerated Docker container using Lambda Stack + Lambda Stack Dockerfiles on Ubuntu 20.04 LTS
  16. Install CUDA 10 on Ubuntu 18.04
  17. Text Generation: Char-RNN Data preparation and TensorFlow implementation
  18. Multi-GPU enabled BERT using Horovod
  19. On-prem GPU Training Infrastructure for Deep Learning - Slides
  20. Reproduce Fast.ai/DIUx imagenet18 with a Titan RTX server
  21. ResNet9: train to 94% CIFAR10 accuracy in 100 seconds with a single Turing GPU
  22. Tips for implementing SSD Object Detection (with TensorFlow code)

2018 10

  1. Titan RTX Deep Learning Benchmarks
  2. Google is probably using Adversarial Noise for reCAPTCHA
  3. Lambda NeurIPS 2018 Ticket Contest for Three NeurIPS Tickets
  4. How to install Ubuntu 16.04/18.04 and Lambda Stack on a Tensorbook (Gen 2)
  5. Crowd Sourced Deep Learning GPU Benchmarks from the Community
  6. Deep Learning GPU Benchmarks - V100 vs 2080 Ti vs 1080 Ti vs Titan V
  7. Image Segmentation
  8. Hyper-Parameter Tuning
  9. Transfer Learning with TensorFlow Tutorial: Image Classification Example
  10. How To Classify Images with TensorFlow - a Step-By-Step Tutorial