AI & ML interests
A research group from Zhejiang University working on KG and NLP Technologies
Recent Activity
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Papers
Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence
OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents
A Large-Scale Multimodal Ocean Corpus for Foundation Models
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zjunlp/OceanGPT-basic-30B-A3B-Instruct
Text Generation • 31B • Updated • 15 • 1 -
zjunlp/OceanGPT-basic-30B-A3B-Thinking
Text Generation • 31B • Updated • 14 • 1 -
zjunlp/OceanGPT-basic-4B-Instruct
Text Generation • 4B • Updated • 31 • 1 -
zjunlp/OceanGPT-basic-4B-Thinking
Text Generation • 4B • Updated • 12 • 1
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zjunlp/DataMind-Analysis-Qwen2.5-7B
Text Generation • 8B • Updated • 38 • 2 -
zjunlp/DataMind-Analysis-Qwen2.5-14B
Text Generation • 15B • Updated • 17 • 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 • 37 • 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 • 15 • 1 -
zjunlp/OceanGPT-basic-30B-A3B-Thinking
Text Generation • 31B • Updated • 14 • 1 -
zjunlp/OceanGPT-basic-4B-Instruct
Text Generation • 4B • Updated • 31 • 1 -
zjunlp/OceanGPT-basic-4B-Thinking
Text Generation • 4B • Updated • 12 • 1
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zjunlp/DataMind-Analysis-Qwen2.5-7B
Text Generation • 8B • Updated • 38 • 2 -
zjunlp/DataMind-Analysis-Qwen2.5-14B
Text Generation • 15B • Updated • 17 • 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 • 37 • 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