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Faster LLM Inference on Jetson With Speculative Decoding

NVIDIA Developer Short 11 days ago

Description

How does speculative decoding speed up LLM inference on NVIDIA Jetson? Watch Qwen3.5 9B NVFP4 generate responses with speculative decoding enabled and disabled.

By drafting multiple tokens for the target model to verify together, speculative decoding can reduce sequential generation steps and deliver faster responses. Results depend on the model, hardware, and workload.

➡️ Learn more: https://developer.nvidia.com/blog/an-introduction-to-speculative-decoding-for-reducing-latency-in-ai-inference
📝 Tech blog: https://developer.nvidia.com/blog/frontier-reasoning-reaches-the-edge-how-to-deploy-and-optimize-models-on-nvidia-jetson
➡️ Explore models and turotials: https://www.jetson-ai-lab.com/