k2
Geoscience LLM
A large language model trained on geoscience literature and fine-tuned with knowledge-intensive data for academic copilot tasks
Code and datasets for paper "K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization" in WSDM-2024
173 stars
6 watching
16 forks
Language: Python
last commit: 11 months ago ai4sciencedata-sciencegeoaigeosciencekglarge-language-modelsllm
Related projects:
| Repository | Description | Stars |
|---|---|---|
 gmftbygmftby/science-llm | A large-scale language model for scientific domain training on redpajama arXiv split | 125 |
 nanbeige/nanbeige | Develops large language models for text understanding and generation tasks. | 85 |
 nlpai-lab/kullm | Korea University Large Language Model developed by researchers at Korea University and HIAI Research Institute. | 576 |
 umass-foundation-model/3d-llm | Developing a Large Language Model capable of processing 3D representations as inputs | 979 |
 academic-hammer/hammerllm | A large language model pre-trained on Chinese and English data, suitable for natural language processing tasks. | 43 |
 koldunovn/python_for_geosciences | An introduction to using Python in geoscience applications | 462 |
 bilibili/index-1.9b | A lightweight, multilingual language model with a long context length | 920 |
 samholt/l2mac | Automates large code generation and writing tasks using a large language model framework | 79 |
 vhellendoorn/code-lms | A guide to using pre-trained large language models in source code analysis and generation | 1,789 |
 ibm-granite/granite-3.0-language-models | A collection of lightweight state-of-the-art language models designed to support multilinguality, coding, and reasoning tasks on constrained resources. | 232 |
 lzw-lzw/remoteglm | Develops a multimodal large-scale model for analyzing remote sensing images in scene analysis tasks | 108 |
 deepseek-ai/deepseek-llm | A large language model trained on a massive dataset for various applications | 1,512 |
 km1994/llmsninestorydemontower | Exploring various LLMs and their applications in natural language processing and related areas | 1,854 |
 luogen1996/lavin | An open-source implementation of a vision-language instructed large language model | 513 |
 twpayne/go-geom | Provides efficient data structures and utilities for working with 2D and 3D geometric shapes in various formats. | 865 |