gemma-2-9b-program-manager

Gemma-2-9B-PM-Agent

This model is a fine-tuned version of Gemma 2 9B (Instruct), specialized for Project and Program Management (PMO). It has been trained to provide structured, methodology-aware responses (Agile, PRINCE2, Waterfall) and strategic risk mitigation strategies.

🚀 Model Highlights

• Specialization: High-level project oversight, stakeholder communication, and RAID log analysis.
• Training Efficiency: Fine-tuned 2x faster using Unsloth on a single T4 GPU.
• Optimization: 4-bit QLoRA for a perfect balance between reasoning depth and memory efficiency.
• Metric: Achieved a final training loss of 0.8275, indicating high convergence on PM-specific tasks.

🛠️ Training Details

• Developed by: Julian Sauer
• Dataset: iceberg-slim-j/pm-dataset-v1 (150 high-quality PM Q&A pairs).

💡 Intended Use

This agent is designed for:

1. Strategic Planning: Analyzing project timelines and identifying critical paths.
2. Risk Mitigation: Generating professional mitigation strategies for complex blockers.
3. Methodology Guidance: Bridging the gap between general advice and specific PM frameworks.

Prompt Format

The model follows the Gemma 2 chat template:

<start_of_turn>user
[Your Project Management Question Here]<end_of_turn>
<start_of_turn>model
[Agent Response]