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How to serve 10,000 fine-tuned LLMs from a single GPU

Pankaj Gupta
1 other
10,000 LoRAs 1 GPU

Comparing few-step image generation models

Rachel Rapp
Comparing few-step image generation models

How latent consistency models work

Rachel Rapp
How LCMs work

Comparing tokens per second across LLMs

Philip Kiely
Comparing TPS across LLMs

Continuous vs dynamic batching for AI inference

Matt Howard
1 other
Continuous vs Dynamic batching

Benchmarking fast Mistral 7B inference

Abu Qader
3 others
Mistral 7B

33% faster LLM inference with FP8 quantization

Pankaj Gupta
1 other
Faster inference with FP8

High performance ML inference with NVIDIA TensorRT

Justin Yi
1 other
NVIDIA TensorRT

FP8: Efficient model inference with 8-bit floating point numbers

Pankaj Gupta
1 other
8-bit floating point numbers
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