Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
Elana is a lightweight, academic-friendly profiler for analyzing the memory footprint, prefilling latency (TTFT), generation latency (TPOT), and end-to-end latency (TTLT) of large language models on multi-GPU and edge GPU platforms. It provides a simple command-line interface, optional GPU energy consumption logging, and supports models from HuggingFace's AutoModelForCausalLM as well as custom model classes.
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Sources
arxiv.org shapes more of what AI says about ELANA than any other source, at 100% of its citations.