LLMs
Using chatGPT to assist retrieval of map features from OpenStreetMap
A QGIS plugin tool using Segment Anything Model (SAM) to accelerate segmenting or delineating landforms in geospatial raster images.
Chat with RS-ChatGPT and get the remote sensing interpretation results and the response!
GPT based autonomous agent designed to create personalized newspapers tailored to user preferences.
Ongoing Research Project for continaual pre-training LLM(dense mode)
Ongoing research training Mixture of Expert models.
An AI agent that writes (actually useful) code for you
Bringing BERT into modernity via both architecture changes and scaling
A Method for Constructing an Operator-Function Knowledge Base for Geospatial Code Generation Tasks Using Large Language Models
Code and datasets for paper "K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization" in WSDM-2024
An offical repo for ECCV 2024 Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching
Code and datasets for paper "GeoGalactica: A Scientific Large Language Model in Geoscience"
Rigourous evaluation of LLM-synthesized code - NeurIPS 2023 & COLM 2024
Companion repository for "Evaluation of Code LLMs on Geospatial Code Generation" paper
An efficient, flexible and full-featured toolkit for fine-tuning LLM (InternLM2, Llama3, Phi3, Qwen, Mistral, ...)
Accompanying repo for NeurIPSW'23: GPT4GEO: How a Language Model Sees the World's Geography
Code for EMNLP22 SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation.
A zero-shot geospatial question answering agent with precise spatiotemporal retrieval and explicit reasoning capabilities!
Crowdsourced Geospatial Question-Answering dataset containing triples of question-queries-answers.
Official Implementation of ACL 2021 paper “GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning”.
Minimal GPT (~350 lines with a simple task to test it)
LLM2CLIP makes SOTA pretrained CLIP model more SOTA ever.
The hub for EleutherAI's work on interpretability and learning dynamics
A plugin integration between QGIS and openai API. Displays the results from openai in QGIS.