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Inference engineering

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Model performance

40% faster Stable Diffusion XL inference with NVIDIA TensorRT

Pankaj Gupta

Philip Kiely

Pankaj Gupta

2 others

40% faster SDXL

Model performance

Why GPU utilization matters for model inference

Marius Killinger

Philip Kiely

Marius Killinger

1 other

Why GPU utilization matters

AI engineering

The best open-source large language model

Philip Kiely

Philip Kiely

Best open source large language models

Model performance

Unlocking the full power of NVIDIA H100 GPUs for ML inference with TensorRT

Pankaj Gupta

Philip Kiely

Pankaj Gupta

1 other

H100 w/ TensorRT-LLM

Model performance

Introduction to quantizing ML models

Abu Qader

Philip Kiely

Abu Qader

1 other

Quantization

Model performance

How to benchmark image generation models like Stable Diffusion XL

Philip Kiely

Philip Kiely

Benchmarking SDXL

Model performance

Understanding performance benchmarks for LLM inference

Philip Kiely

Philip Kiely

Performance benchmarks

Model performance

Faster Mixtral inference with TensorRT-LLM and quantization

Pankaj Gupta

Philip Kiely

Pankaj Gupta

2 others

Faster Mixtral inference

AI engineering

Playground v2 vs Stable Diffusion XL 1.0 for text-to-image generation

Philip Kiely

Philip Kiely

Playground v2 vs SDXL 1.0

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