Model reference · open weights
OpenEarthAgent is an open-weight language model from MBZUAI. OpenEarthAgent (BF16) weighs 8.0 GB; the smallest configuration that runs it is RTX 3060 12 GB.
Summary of the MBZUAI/OpenEarthAgent model card, 2026-10-01
What it is
| Released by | MBZUAI |
|---|---|
| Released | 2026-02-19 |
| Parameters | 4.0B |
| VRAM | 8.0 GB for the weights |
What it runs on
| Card | Requests at once | Context max | Memory | |
|---|---|---|---|---|
| 8K each | 32K each | |||
| RTX 3060 12 GB | 2 | — | 18K | 11.6 GB |
| RTX 4060 Ti 16 GB | 5 | 1 | 44K | 15.4 GB |
| RTX 3090 24 GB | 12 | 3 | 97K | 23.4 GB |
| RTX 4090 24 GB | 12 | 3 | 96K | 23.4 GB |
| RTX 5090 32 GB | 18 | 4 | 147K | 31.0 GB |
| L40S 48 GB | 29 | 7 | 233K | 44.0 GB |
| A100 80 GB | 57 | 14 | all 256K | 78.2 GB |
| H100 80 GB | 53 | 13 | all 256K | 78.1 GB |
| RTX PRO 6000 Blackwell 96 GB | 66 | 16 | all 256K | 93.8 GB |
| DGX Spark (GB10) 128 GB unified | 78 | 19 | all 256K | 107 GB |
| H200 141 GB | 103 | 25 | all 256K | 138 GB |
| B200 180 GB | 134 | 33 | all 256K | 176 GB |
| 2× RTX 3060 12 GB tensor parallel | 11 | 2 | 91K | 11.6 GB a card |
| 2× RTX 4060 Ti 16 GB tensor parallel | 17 | 4 | 141K | 15.4 GB a card |
| Requests at once | 8K tokens each | 32K tokens each |
|---|---|---|
| 1 | 10.0 GB | 13.6 GB |
| 5 | 14.8 GB | 32.9 GB |
| 8 | 18.4 GB | 47.4 GB |
| 16 | 28.1 GB | 86.1 GB |
| 32 | 47.4 GB | 163 GB |
| 64 | 86.1 GB | 318 GB |
One card, with vLLM's small-card settings.
From the model card
OpenEarthAgent is a model trained to perform structured, multi-step reasoning over satellite imagery and GIS data. Designed for remote sensing applications, it integrates multispectral analysis, geospatial operations, and natural-language understanding to enable interpretable, tool-driven decision making.
Quoted from the model card on Hugging Face. The full card is behind the Hugging Face link above.