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NVIDIA's Breakthrough: 4x Faster Inference in Math Problem Solving with Advanced Techniques

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 Introduces Skip Softmax for Enhanced LLM Inference Efficiency

NVIDIA Introduces Skip Softmax for Enhanced LLM Inference Efficiency

NVIDIA's Skip Softmax in TensorRT-LLM offers up to 1.4x faster inference for LLMs by optimizing attention computation, enhancing performance on Hopper and Blackwell architectures.

StreamingLLM Breakthrough: Handling Over 4 Million Tokens with 22.2x Inference Speedup

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.

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