MagistrTheOne
SHUTEN-DOJI-CODE-27B-lite
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README
License: apache-2.0Capabilities
- Code generation
- Code review
- Refactoring
- Bug fixing
- Unit test generation
- Technical analysis
- Engineering planning
- Agent-oriented development workflows
Evaluation
| Metric | Base Model | CODE Variant |
|---|---|---|
| Code Pass@1 | 0.0 | 0.4 |
| Strategy Regression | — | 0.0 |
| Release Gate | — | PROMOTE |
Training Objectives
This release focuses on improving engineering performance while maintaining existing strategic planning behavior.
Training objectives included:
- Software engineering tasks
- Code quality improvement
- Execution-oriented outputs
- Planning retention
- Capability preservation
Architecture
SHUTEN-DOJI-CODE-27B-lite is built on top of the SHUTEN-DOJI platform and represents the first dedicated software engineering specialization within the SHUTEN ecosystem.
Current Status
Production candidate release.
Areas of future development:
- Larger verified code datasets
- Extended benchmark coverage
- Multi-agent engineering workflows
- Advanced repository reasoning
- Long-horizon software planning
Notes
This release primarily targets software engineering and technical reasoning workloads.
Vision capabilities remain available through the underlying SHUTEN-DOJI platform and were not specifically adapted during this training cycle.
Model provider
MagistrTheOne
Model tree
Base
MagistrTheOne/SHUTEN-DOJI
Fine-tuned
this model
Modalities
Input
Video, Text, Image
Output
Text
Pricing
Dedicated Endpoints
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Model APIs
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Container
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