Search Results for "tensorrt"
Optimizing Large Language Models with NVIDIA's TensorRT: Pruning and Distillation Explained
Explore how NVIDIA's TensorRT Model Optimizer utilizes pruning and distillation to enhance large language models, making them more efficient and cost-effective.
NVIDIA's Breakthrough: 4x Faster Inference in Math Problem Solving with Advanced Techniques
NVIDIA achieves a 4x faster inference in solving complex math problems using NeMo-Skills, TensorRT-LLM, and ReDrafter, optimizing large language models for efficient scaling.
NVIDIA TensorRT for RTX Brings Self-Optimizing AI to Consumer GPUs
NVIDIA's TensorRT for RTX introduces adaptive inference that automatically optimizes AI workloads at runtime, delivering 1.32x performance gains on RTX 5090.
How to Reduce Pipeline Friction in AI Model Serving
Learn practical strategies to eliminate inefficiencies in AI model serving pipelines using tools like TensorRT and Dynamo-Triton.
NVIDIA TensorRT Brings FP8 Quantization to AI Deployment
NVIDIA TensorRT optimizes AI inference with FP8 quantization, offering faster performance and smaller models for scalable deployment.
NVIDIA TensorRT 11 Adds Multi-GPU Inference Support
NVIDIA's TensorRT 11 introduces multi-device inference, enabling AI models to scale across GPUs, critical for generative AI demands.
NVIDIA's Inference Software Slashes AI Token Costs by 5x
NVIDIA's software stack on Blackwell GPUs reduces token costs by 5x, driving AI inference efficiency for major players like Baseten and Deep Infra.
StreamingLLM Breakthrough: Handling Over 4 Million Tokens with 22.2x Inference Speedup
SwiftInfer, leveraging StreamingLLM's groundbreaking technology, significantly enhances large language model inference, enabling efficient handling of over 4 million tokens in multi-round conversations with a 22.2x speedup.