itpossible/ClimateChat

🎉 News

• [2024-12-31] Article JiuZhou: Open Foundation Language Models and Effective Pre-training Framework for Geoscience has been accepted for publication in the International Journal of Digital Earth. Code and Data.
• [2024-10-11] WeChat article: PreparedLLM: Effective Pre-pretraining Framework for Domain-specific Large Language Models.
• [2024-09-06] Released ClimateChat instruct model.
• [2024-08-31] Article PreparedLLM: Effective Pre-pretraining Framework for Domain-specific Large Language Models has been accepted for publication in the Big Earth Data journal.
• [2024-08-31] Released Chinese-Mistral-7B-Instruct-v0.2 instruct model. Significant improvements in language understanding and multi-turn dialogue capabilities.
• [2024-06-30] Released JiuZhou-Instruct-v0.2 instruct model. Significant improvements in language understanding and multi-turn dialogue capabilities.
• [2024-05-15] WeChat Article: Chinese Vocabulary Expansion Incremental Pretraining for Large Language Models: Chinese-Mistral Released.
• [2024-04-04] Released Chinese-Mistral-7B-Instruct-v0.1 instruct model.
• [2024-03-31] Released Chinese-Mistral-7B-v0.1 base model.
• [2024-03-15] Released the base version JiuZhou-base, instruct version JiuZhou-instruct-v0.1, and intermediate checkpoints.

Download

Model Series	Model	Download Link	Description
JiuZhou	JiuZhou-base	Huggingface	Base model (Rich in geoscience knowledge)
JiuZhou	JiuZhou-Instruct-v0.1	Huggingface	Instruct model (Instruction alignment caused a loss of some geoscience knowledge, but it has instruction-following ability) LoRA fine-tuned on Alpaca_GPT4 in both Chinese and English and GeoSignal
JiuZhou	JiuZhou-Instruct-v0.2	HuggingFace Wisemodel	Instruct model (Instruction alignment caused a loss of some geoscience knowledge, but it has instruction-following ability) Fine-tuned with high-quality general instruction data
ClimateChat	ClimateChat	HuggingFace Wisemodel	Instruct model Fine-tuned on JiuZhou-base for instruction following
Chinese-Mistral	Chinese-Mistral-7B	HuggingFace Wisemodel ModelScope	Base model
Chinese-Mistral	Chinese-Mistral-7B-Instruct-v0.1	HuggingFace Wisemodel ModelScope	Instruct model LoRA fine-tuned with Alpaca_GPT4 in both Chinese and English
Chinese-Mistral	Chinese-Mistral-7B-Instruct-v0.2	HuggingFace Wisemodel	Instruct model LoRA fine-tuned with a million high-quality instructions
PreparedLLM	Prepared-Llama	Huggingface Wisemodel	Base model Continual pretraining with a small number of geoscience data Recommended to use JiuZhou