Add model card
Browse files
README.md
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language: en
|
| 3 |
+
license: mit
|
| 4 |
+
tags:
|
| 5 |
+
- project-management
|
| 6 |
+
- planning
|
| 7 |
+
- transformer
|
| 8 |
+
- pytorch
|
| 9 |
+
pipeline_tag: text-generation
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
# PMPlanner
|
| 13 |
+
|
| 14 |
+
PMPlanner is a 171.8M parameter transformer trained from scratch on 28,000+ real-world
|
| 15 |
+
project management scenarios. It takes a plain-English project description and outputs a
|
| 16 |
+
structured JSON task graph with phases, milestones, dependencies, and resource allocations.
|
| 17 |
+
|
| 18 |
+
## Model Details
|
| 19 |
+
|
| 20 |
+
| Property | Value |
|
| 21 |
+
|---|---|
|
| 22 |
+
| Parameters | 171.8M |
|
| 23 |
+
| Architecture | Custom encoder-decoder transformer |
|
| 24 |
+
| Training data | 28,000+ PM scenarios across 16 industries |
|
| 25 |
+
| Output format | Structured JSON (phases, tasks, milestones, risks) |
|
| 26 |
+
| License | MIT |
|
| 27 |
+
|
| 28 |
+
## Usage
|
| 29 |
+
|
| 30 |
+
PMPlanner is part of the PMCore pipeline. Use via the API:
|
| 31 |
+
|
| 32 |
+
```bash
|
| 33 |
+
curl -X POST http://localhost:8765/plan/quick \
|
| 34 |
+
-H "Content-Type: application/json" \
|
| 35 |
+
-d '{"request": "Build a mobile payment app, Q2 deadline, team of 12, budget $2M."}'
|
| 36 |
+
```
|
| 37 |
+
|
| 38 |
+
Or use the full pipeline (planner + reasoner + communicator):
|
| 39 |
+
```bash
|
| 40 |
+
curl -X POST http://localhost:8765/plan \
|
| 41 |
+
-H "Content-Type: application/json" \
|
| 42 |
+
-d '{"request": "...", "comm_request": "Write a project kickoff email."}'
|
| 43 |
+
```
|
| 44 |
+
|
| 45 |
+
## Full Pipeline
|
| 46 |
+
|
| 47 |
+
PMCore chains three models:
|
| 48 |
+
1. **PMPlanner** (this model) — JSON task graph
|
| 49 |
+
2. **PMReasoner** — risk analysis
|
| 50 |
+
3. **PMCommunicator** — stakeholder prose (Phi-3.5-mini LoRA)
|
| 51 |
+
|
| 52 |
+
See [PMCore on GitHub](https://github.com/snavazio/pmcore) for full documentation.
|