---
language: en
license: mit
tags:
  - project-management
  - planning
  - transformer
  - pytorch
pipeline_tag: text-generation
---

# PMPlanner

PMPlanner is a 171.8M parameter transformer trained from scratch on 28,000+ real-world
project management scenarios. It takes a plain-English project description and outputs a
structured JSON task graph with phases, milestones, dependencies, and resource allocations.

## Model Details

| Property | Value |
|---|---|
| Parameters | 171.8M |
| Architecture | Custom encoder-decoder transformer |
| Training data | 28,000+ PM scenarios across 16 industries |
| Output format | Structured JSON (phases, tasks, milestones, risks) |
| License | MIT |

## Usage

PMPlanner is part of the PMCore pipeline. Use via the API:

```bash
curl -X POST http://localhost:8765/plan/quick \
  -H "Content-Type: application/json" \
  -d '{"request": "Build a mobile payment app, Q2 deadline, team of 12, budget $2M."}'
```

Or use the full pipeline (planner + reasoner + communicator):
```bash
curl -X POST http://localhost:8765/plan \
  -H "Content-Type: application/json" \
  -d '{"request": "...", "comm_request": "Write a project kickoff email."}'
```

## Full Pipeline

PMCore chains three models:
1. **PMPlanner** (this model) — JSON task graph
2. **PMReasoner** — risk analysis
3. **PMCommunicator** — stakeholder prose (Phi-3.5-mini LoRA)

See [PMCore on GitHub](https://github.com/snavazio/pmcore) for full documentation.