AI & ML interests
A research group from Zhejiang University working on KG and NLP Technologies
Recent Activity
Papers
Unsupervised Skill Discovery for Agentic Data Analysis
Exploring Autonomous Agentic Data Engineering for Model Specialization
Benchmarking Agentic Workflow Generation
Data and models for Mol-Instructions.
A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following
A Large-Scale Multimodal Ocean Corpus for Foundation Models
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zjunlp/OceanGPT-basic-30B-A3B-Instruct
Text Generation • 31B • Updated • 9 • 1 -
zjunlp/OceanGPT-basic-30B-A3B-Thinking
Text Generation • 31B • Updated • 11 • 1 -
zjunlp/OceanGPT-basic-4B-Instruct
Text Generation • 4B • Updated • 83 • • 1 -
zjunlp/OceanGPT-basic-4B-Thinking
Text Generation • 4B • Updated • 3 • • 1
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zjunlp/DataMind-Analysis-Qwen2.5-7B
Text Generation • 8B • Updated • 10 • 2 -
zjunlp/DataMind-Analysis-Qwen2.5-14B
Text Generation • 15B • Updated • 13 • 2 -
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
Paper • 2506.19794 • Published • 8 -
zjunlp/DataMind-Analysis-SFT-Data
Viewer • Updated • 2.82k • 73 • 1
model adapter weight and train data for "Agent Planning with World Knowledge Model"
Merged models generated for the model kinship paper.
A Large-Scale Multimodal Ocean Corpus for Foundation Models
-
zjunlp/OceanGPT-basic-30B-A3B-Instruct
Text Generation • 31B • Updated • 9 • 1 -
zjunlp/OceanGPT-basic-30B-A3B-Thinking
Text Generation • 31B • Updated • 11 • 1 -
zjunlp/OceanGPT-basic-4B-Instruct
Text Generation • 4B • Updated • 83 • • 1 -
zjunlp/OceanGPT-basic-4B-Thinking
Text Generation • 4B • Updated • 3 • • 1
-
zjunlp/DataMind-Analysis-Qwen2.5-7B
Text Generation • 8B • Updated • 10 • 2 -
zjunlp/DataMind-Analysis-Qwen2.5-14B
Text Generation • 15B • Updated • 13 • 2 -
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
Paper • 2506.19794 • Published • 8 -
zjunlp/DataMind-Analysis-SFT-Data
Viewer • Updated • 2.82k • 73 • 1
Benchmarking Agentic Workflow Generation
model adapter weight and train data for "Agent Planning with World Knowledge Model"
Merged models generated for the model kinship paper.
Data and models for Mol-Instructions.
A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following