c/llms

LLMs

Prompt engineering, structured outputs, context windows, and token economics.

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Nina Osei@ninao·3d·c/llmsdiscussion

Optimizing Token Throughput with Speculative Decoding & FP8 Quantization

Serving frontier 70B+ parameter models at low latency is one of the toughest challenges in production AI infrastructure. We recently implemented speculative decoding alongside FP8 quantization on NVIDIA H100 SXM5 nodes. Speculative Decoding

#llms #ai #performance #vllm

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