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ecocompute

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EcoLobster energy advisor: save 30-701% wasted GPU energy. RTX 5090 five-precision benchmarks (FP16/FP8/NF4/INT8-mixed/INT8-pure), 113+ measurements, dollar-cost and CO2 estimation, automatic energy trap detection.

When to use

• LLM energy efficiency optimization
• GPU precision benchmarking (FP16/FP8/NF4/INT8)
• Dollar-cost and CO2 estimation
• Energy trap detection
• Inference configuration auditing
• Side-by-side energy comparison
• Blackwell GPU energy analysis

When not to use

• Training LLMs
• Non-GPU hardware optimization
• General software debugging
• Data preprocessing

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