unsloth/JanusCoder-8B
JanusCoder-8B is an 8 billion parameter text model developed by InternLM, built upon Qwen3-8B. It is part of the JanusCoder suite, designed to establish a unified visual-programmatic interface for code intelligence. Trained on the JANUSCODE-800K multimodal code corpus, this model excels at generating code from textual or visual inputs, supporting flexible content generation like data visualizations and interactive front-ends, and precise program-driven editing of visual effects.
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JanusCoder-8B: Unified Visual-Programmatic Code Intelligence
JanusCoder-8B, developed by InternLM, is an 8 billion parameter text model based on Qwen3-8B, designed to create a unified visual-programmatic interface for code intelligence. It is part of a broader suite that includes multimodal variants.
Key Capabilities
- Unified Code Generation: Handles diverse visual-programmatic tasks, generating code from textual instructions, visual inputs, or a combination of both.
- Extensive Training Data: Trained on JANUSCODE-800K, the largest multimodal code corpus to date, which includes data from standard charts to complex interactive Web UIs and code-driven animations.
- Flexible Content Creation: Excels at generating data visualizations, interactive front-ends, and complex animations.
- Program-Driven Editing: Capable of precise, program-driven editing of visual effects.
Performance Highlights
JanusCoder-8B demonstrates strong performance across various code intelligence benchmarks, often outperforming models like Qwen3-8B, Qwen2.5-Coder-7B-Instruct, and LLaMA3-8B-Instruct in tasks such as PandasPlotBench, ArtifactsBench, and DTVBench (Manim and Wolfram).
Good For
- Developers needing to generate code from mixed textual and visual prompts.
- Applications requiring the creation of data visualizations or interactive web UIs programmatically.
- Tasks involving the precise manipulation of visual effects or animation construction through code.