Model reference · open weights
geo is an open-weight language model from MBZUAI. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.
Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.
What it is
| Released by | MBZUAI |
|---|---|
| Type | Language models |
| Task | Text gen |
| Context | 4k tokens |
| Runs with | transformers |
| Released | 2024-02-26 |
| Popularity | 3k downloads / month |
| Licence | Open weights |
About
GeoChat is the first grounded Large Vision Language Model, specifically tailored to Remote Sensing(RS) scenarios. Unlike general-domain models, GeoChat excels in handling high-resolution RS imagery, employing region-level reasoning for comprehensive scene interpretation. Leveraging a newly created RS multimodal dataset, GeoChat is fine-tuned using the LLaVA-1.5 architecture. This results in robust zero-shot performance across various RS tasks, including image and region captioning, visual question answering, scene classification, visually grounded conversations, and referring object detection.
BibTeX:
@misc{kuckreja2023geochat,
title={GeoChat: Grounded Large Vision-Language Model for Remote Sensing},
author={Kartik Kuckreja and Muhammad Sohail Danish and Muzammal Naseer and Abhijit Das and Salman Khan and Fahad Shahbaz Khan},
year={2023},
eprint={2311.15826},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
Kartik Kuckreja, Muhammad Sohail
kartik.kuckreja@mbzuai.ac.ae
From the published model card. Full card on the HuggingFace links in the sidebar.
Using it via the API
Once AxForge deploys geo for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (geo below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/chat/completions \
-H "Authorization: Bearer $AXFORGE_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"geo","messages":[{"role":"user","content":"Hello"}]}'
Create an account — your API key is available in the console. 3M free tokens every 30 days with every new account.