hongpingzhang/ecocompute-energy-efficiency
--- license: cc-by-4.0 task_categories: - text-generation tags: - energy-efficiency - quantization - benchmark - gpu - green-ai size_categories: - n<1K --- # EcoCompute: Energy Efficiency Benchmark for Quantized Language Models Systematic energy efficiency measurements for quantized language models across 0.5B-14B parameters on NVIDIA RTX 5090 (Blackwell), RTX 4090D (Ada Lovelace), and A800 80GB (Ampere). **113+ configurations** covering five precision methods: FP16, NF4, INT8… See the full description on the dataset page: https://huggingface.co/datasets/hongpingzhang/ecocompute-energy-efficiency.
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