| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| LLM Energy Consumption (test) | Memory and FLOPs based | MAPE0.91 | 46 | 2d ago | |
| OPT-66B | ShiftAddLLM (Lat.) | Energy (J)1,786.62 | 8 | 4d ago | |
| OPT-30B | ShiftAddLLM (Lat.) | Energy (J)846.54 | 8 | 4d ago | |
| OPT-13B | ShiftAddLLM (Lat.) | Energy (J)385.31 | 8 | 4d ago | |
| OPT 6.7B | ShiftAddLLM (Lat.) | Energy (J)215.27 | 8 | 4d ago | |
| OPT-2.7B | ShiftAddLLM (Lat.) | Energy (J)95.67 | 8 | 4d ago | |
| OPT 1.3B | ShiftAddLLM (Lat.) | Energy (J)55.8 | 8 | 4d ago | |
| OPT-350M | ShiftAddLLM (Lat.) | Energy (J)20.17 | 8 | 4d ago | |
| OPT-125M | ShiftAddLLM (Lat.) | Energy Consumption (J)11.41 | 8 | 4d ago |
