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README.md
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---
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language: en
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license: mit
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tags:
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- project-management
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- risk-analysis
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- transformer
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- pytorch
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pipeline_tag: text-generation
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---
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# PMReasoner
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PMReasoner is a 125.3M parameter transformer trained from scratch to perform project risk
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analysis. It takes a structured project plan (from PMPlanner) and outputs a JSON risk
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assessment: overall health (green/yellow/red), top risks, critical path analysis, and
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actionable recommendations.
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## Model Details
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| Property | Value |
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|---|---|
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| Parameters | 125.3M |
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| Architecture | Custom encoder-decoder transformer |
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| Training data | 28,000+ PM scenarios with risk annotations |
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| Output format | Structured JSON (health, risks, critical_path, recommendations) |
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| License | MIT |
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## Usage
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PMReasoner is part of the PMCore pipeline. Use via the API:
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```bash
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curl -X POST http://localhost:8765/plan/quick \
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-H "Content-Type: application/json" \
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-d '{"request": "Migrate enterprise from on-prem to cloud, 18 months, $15M budget."}'
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```
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Response includes both planner and reasoner output:
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```json
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{
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"planner": {"methodology": "hybrid", "num_tasks": 47, ...},
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"reasoner": {"overall_health": "yellow", "top_risks": ["vendor lock-in", ...], ...}
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}
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```
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## Full Pipeline
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See [PMCore on GitHub](https://github.com/snavazio/pmcore) for full documentation.
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