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Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition
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InternScience/Sage-A1.5
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InternScience/Sage-A1.5-FP8
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InternScience/Sage-A1.5-Q4_K_M-GGUF
Text Generation • 36B • Updated • 620k • 84
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Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition
MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering
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Welcome to the InternScience organization, the open-source hub of AI for Science Center @Shanghai AI Laboratory. We focus on open-sourcing high quality LLMs/MLLMs, tools, and datasets to accelerate scientific discovery across disciplines.
Agents-A1 is a Long-horizon Agentic Model that reaches trillion-parameter-level performance by scaling the agent horizon.
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Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent
Paper • 2606.30616 • Published • 103 -
InternScience/Agents-A1
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InternScience/Agents-A1-FP8
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InternScience/Agents-A1-Q4_K_M-GGUF
Text Generation • 35B • Updated • 10.6k • 154
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Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition
Paper • 2610.28578 • Published • 72 -
InternScience/Sage-A1.5
Text Generation • 36B • Updated • 21.4k • 404 -
InternScience/Sage-A1.5-FP8
Text Generation • 36B • Updated • 1.69k • 14 -
InternScience/Sage-A1.5-Q4_K_M-GGUF
Text Generation • 36B • Updated • 620k • 84
Agents-A1 is a Long-horizon Agentic Model that reaches trillion-parameter-level performance by scaling the agent horizon.
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Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent
Paper • 2606.30616 • Published • 103 -
InternScience/Agents-A1
Text Generation • 35B • Updated • 12.6k • 669 -
InternScience/Agents-A1-FP8
Text Generation • 35B • Updated • 241 • 24 -
InternScience/Agents-A1-Q4_K_M-GGUF
Text Generation • 35B • Updated • 10.6k • 154
spaces 5
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Running
Agents
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SGI-Bench Leaderboard
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Scientific General Intelligence of LLMs/vLLMs
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Agents
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SciEval Leaderboard
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Open, science-focus leaderboards benchmarking LLMs and VLMs
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ResearchHarness
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Lightweight harness for tool-using LLM agents.
Running
Agents
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ResearchClawBench Task Submission
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Validate and submit a ResearchClawBench task ZIP to Hugging Face
models 22
InternScience/Sage-A1.5-F16-GGUF
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InternScience/Sage-A1.5-Q8_0-GGUF
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InternScience/Sage-A1.5-Q6_K-GGUF
Text Generation • 36B • Updated • 5.65k • 2
InternScience/Sage-A1.5-Q4_K_M-GGUF
Text Generation • 36B • Updated • 620k • 84
InternScience/Sage-A1.5-FP8
Text Generation • 36B • Updated • 1.69k • 14
InternScience/Sage-A1.5
Text Generation • 36B • Updated • 21.4k • 404
InternScience/MLExpert
Text Generation • 35B • Updated • 3.61k • 17
InternScience/Agents-A1
Text Generation • 35B • Updated • 12.6k • 669
InternScience/Agents-A1-F16-GGUF
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InternScience/Agents-A1-Q8_0-GGUF
Text Generation • 35B • Updated • 522 • 38
datasets 23
InternScience/ResearchClawBench
Benchmark • Updated • 57 • 21.4k • 16
InternScience/Agents-A1-ifstruct-eval-20260703-041434
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InternScience/Scholar-kg
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InternScience/SGI-Reasoning-Lite
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InternScience/SGI-DryExperiment-Lite
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InternScience/SGI-IdeaGeneration-Lite
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InternScience/SGI-DeepResearch-Lite
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InternScience/SGI-DeepResearch-Gold
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InternScience/SGI-Reasoning
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InternScience/SGI-WetExperiment
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