MLCube® is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible.
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Updated
Nov 26, 2025 - Python
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mlcube
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Measure LLM inference energy across GPU x model x precision x batch. 360+ configs on 4 GPU architectures. Challenges "quantize everything = green." Zenodo DOI / HuggingFace integrated / MLCommons-aligned.
benchmark sustainability reproducible-research nvml quantization energy-efficiency nvidia-gpu carbon-footprint green-ai mlcube llm open-dataset ai-efficiency
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Updated
Nov 5, 2026 - Python
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