Intern Science

Welcome to the InternScience organization, the open-source hub of AI for Science Center @Shanghai AI Laboratory. We focus on open-sourcing high quality Agents/LLMs/MLLMs, Tools, and Datasets to accelerate scientific discovery across disciplines. We contributed the following projects to the community:

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InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery

Python 1.3k 121
GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation

Python 1k 81
A curated collection of papers, datasets, and resources on Scientific Datasets and Large Language Models (LLMs)

456 33
(ACL-2025 main conference) SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing

Python 333 35
A High-efficiency Open-source Toolkit for Table-to-Latex Task

Python 277 25
MLEvolve is an open-source autonomous system for end-to-end machine learning algorithm design and optimization powered by progressive search and experience-driven memory.

Python 355 49

Repositories

Showing 10 of 60 repositories

MLEvolve Public
MLEvolve is an open-source autonomous system for end-to-end machine learning algorithm design and optimization powered by progressive search and experience-driven memory.

InternScience/MLEvolve’s past year of commit activity

Python
355 49 0 0
Updated Jun 16, 2026
SciEvalKit Public
A unified evaluation toolkit and leaderboard for rigorously assessing the scientific intelligence of large language and vision–language models across the full research workflow.

InternScience/SciEvalKit’s past year of commit activity

Python
84
Apache-2.0
11 0 3
Updated Jun 16, 2026
ResearchClawBench Public
🦞 ResearchClawBench: Evaluating AI Agents for Automated Research from Re-Discovery to New-Discovery

InternScience/ResearchClawBench’s past year of commit activity

Jupyter Notebook
162
MIT
13 1 0
Updated Jun 11, 2026
ResearchHarness Public
A lightweight, general-purpose harness for tool-using LLM agents, fair benchmark evaluation, harness baselines, and personal assistant workflows.

InternScience/ResearchHarness’s past year of commit activity

Python
30
MIT
6 0 0
Updated Jun 11, 2026
InternAgent Public
InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery

InternScience/InternAgent’s past year of commit activity
InternScience/ResearchClawBench-Home’s past year of commit activity

Python
1
MIT 0
1 0
Updated Jun 9, 2026
InternScience/InternAgents’s past year of commit activity

CSS
4
0
0 0
Updated Jun 8, 2026
InternScience/GraphAnything’s past year of commit activity

Python
25
MIT
1 0 0
Updated Jun 4, 2026
InternScience/scp’s past year of commit activity

Jupyter Notebook
150
MIT
10 1 0
Updated Jun 3, 2026
SGI-Bench Public
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

InternScience/SGI-Bench’s past year of commit activity

Python
165
MIT
4 0 0
Updated Jun 2, 2026