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orforge-agent-pipeline
alirezaaminzadeh/orforge-agent-pipeline
orforge-agent-pipeline is a machine learning model from alirezaaminzadeh. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for orforge. The card lists the license as apache-2.0.
Full-lifecycle OR engineering agent for BUILD, REVISE, and EXPLAIN tasks on multi-file workspaces.
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At a glance
- Library
- orforge
- License
- apache-2.0
- Model type
- orforge-agent-pipeline
- Access
- Public
- Created
- Aug 9, 2026
- Updated
- Aug 9, 2026
- SHA
- b00863aa
Model card
From the Hugging Face model README
ORForge Agent Pipeline
Full-lifecycle OR engineering agent for BUILD, REVISE, and EXPLAIN tasks on multi-file workspaces.
Architecture
| Agent | Responsibility |
|---|---|
| Workspace Explorer | Index business requirements, CSV/JSON data, Python source |
| Data Agent | Load tables with pandas/DuckDB; apply parameter revisions |
| Optimization Agent | Build Pyomo models from workspace data |
| Solver | Execute HiGHS / SCIP / CBC in isolated subprocess |
| Result Analyst | Compare baseline vs revised objectives |
| Explanation Agent | Identify binding constraints and cost trade-offs |
Base Models
Benchmark
Related
- Library
- orforge
- Type
- orforge-agent-pipeline
- License
- apache-2.0
- Languages
- en
- Created
- Aug 9, 2026
- Updated
- Aug 9, 2026