From bigger models to better intelligence: what NeurIPS 2025 tells us about progress
NeurIPS has always been a mirror: it doesn’t just reflect what the community is building, it reveals what the community is starting to believe. In 2025, that ...
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Benchmarking ZeRO-Inference on the NVIDIA GH200 Grace Hopper Superchip
This blog explores the synergy of DeepSpeed’s ZeRO-Inference, a technology designed to make large AI model inference more accessible and cost-effective, with ...
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Unleashing the power of Transformers with NVIDIA Transformer Engine
In this blog, Lambda showcases the capabilities of NVIDIA’s Transformer Engine, a cutting-edge library that accelerates the performance of transformer models ...
DeepChat 3-Step Training At Scale: Lambda’s Instances of NVIDIA H100 SXM5 vs A100 SXM4
GPU benchmarks on Lambda’s offering of the NVIDIA H100 SXM5 vs the NVIDIA A100 SXM4 using DeepChat’s 3-step training example.
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How FlashAttention-2 Accelerates LLMs on NVIDIA H100 and A100 GPUs
This blog post walks you through how to use FlashAttention-2 on Lambda Cloud and outlines NVIDIA H100 vs NVIDIA A100 benchmark results for training GPT-3-style ...
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Hugging Face x Lambda: Whisper Fine-Tuning Event
Lambda is thrilled to team up with Hugging Face, a community platform that enables users to build, train, and deploy ML models based on open source code, for a ...
NVIDIA GeForce RTX 4090 vs RTX 3090 Deep Learning Benchmark
Available October 2022, the NVIDIA® GeForce RTX 4090 is the newest GPU for gamers, creators, students, and researchers. In this post, we benchmark RTX 4090 to ...
NVIDIA H100 Tensor Core GPU - Deep Learning Performance Analysis
We have seen groundbreaking progress in machine learning over the last couple of years. At the same time, massive usage of GPU infrastructure has become key to ...
Setting Up A Kubernetes Run:AI Cluster on Lambda Cloud
If you're interested in training the next large transformer like DALL-E, Imagen, or BERT, a single GPU (or even single 8x GPU instance!) might not be enough ...
NVIDIA A40 Deep Learning Benchmarks
NVIDIA® A40 GPUs are now available on Lambda Scalar servers. In this post, we benchmark the A40 with 48 GB of GDDR6 VRAM to assess its training performance ...
Tesla A100 Server Total Cost of Ownership Analysis
This post compares the Total Cost of Ownership (TCO) for Lambda servers and clusters vs cloud instances with NVIDIA A100 GPUs. We first calculate the TCO for ...
RTX A6000 vs RTX 3090 Deep Learning Benchmarks
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