Metric SLM (Small Language Model) LLM (Large Language Model) Training Energy 50-70 MWH (Mistral-7B) 1, 287 MWh (GPT-3) Energy per query 0.00006–0.0003 kWh 0.0003–0.001 kWh Water per query <0.1 mL (device-based, lower) 0.25–5 mL CO₂ emissions per query 0.1–0.5 g CO₂e per query 2–5 g CO₂e per query Deployment On-device (e.g., mobile phones) Cloud based, […]





Whether you're just starting your sustainability journey or looking to deepen your lab’s commitment to sustainability, here are 8 impactful actions you can take today to improve energy efficiency in the lab.

Amid the many environmental challenges we face, there are also incredible stories of innovation, resilience, and meaningful change happening all around the world.

Central to the success of the certification process, which is designed to engage scientists and lab professionals, is the Lab Lead—a key champion who takes on the responsibility of guiding their lab through the certification process.

My Green Lab is thrilled to announce the launch of My Green Lab Certification 2.0, the next generation of the world’s most trusted green lab certification!

In 2024, My Green Lab and the global green lab community achieved extraordinary milestones, further embedding sustainability into the fabric of scientific research.

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Biogen became the first biotech company to achieve 100% My Green Lab Certification across all its laboratories. Sustainability is now embedded in everyday lab operations worldwide.
