The Roofline for LLMs: Why Decode Is Memory-Bound
Where prefill and decode sit against a GPU's compute and memory limits, and why batching, quantization, and speculative decoding work, with an interactive roofline.
decode
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Where prefill and decode sit against a GPU's compute and memory limits, and why batching, quantization, and speculative decoding work, with an interactive roofline.