NVIDIA FasterTransformer

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Nvidia just INVENTED a 15x faster Transformer - nGPT

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FasterTransformer | FasterTransformer Architecture Explained | Optimize Transformer

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Getting Started with NVIDIA Triton Inference Server

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Herbie Bradley – EleutherAI – Speeding up inference of LLMs with Triton and FasterTransformer

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Efficient Training for GPU Memory using Transformers

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NLP | Faster Transformer

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Transformer training shootout: AWS Trainium vs. NVIDIA A10G

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High-Performance Training and Inference on GPUs for NLP Models

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NVIDIA Triton Inference Server: Generative Chemical Structures

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THE TRITON LANGUAGE | PHILIPPE TILLET

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4th Tech Talk 2023 - AIEI x NVIDIA

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Deploy a model with #nvidia #triton inference server, #azurevm and #onnxruntime.

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PagedAttention: Revolutionizing LLM Inference with Efficient Memory Management - DevConf.CZ 2025

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Accelerate Transformer inference on GPU with Optimum and Better Transformer

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Auto-scaling Hardware-agnostic ML Inference with NVIDIA Triton and Arm NN

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Uncovering the Mindblowing Collaboration Between Google and NVIDIA for AI Cloud

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Optimizing Model Deployments with Triton Model Analyzer

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OSDI '22 - Orca: A Distributed Serving System for Transformer-Based Generative Models

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NVIDIA's TensorRT-LLM: Supercharge LLM Inference on H100/A100 GPUs!

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GPU Direct Storage

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'High-Performance Training and Inference on GPUs for NLP Models' - Lei Li

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Mastering LLM Inference Optimization From Theory to Cost Effective Deployment: Mark Moyou

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GTC 2020: Deep into Triton Inference Server: BERT Practical Deployment on NVIDIA GPU

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Deploying an Object Detection Model with Nvidia Triton Inference Server