---
title: "maestro"
type: "tool"
slug: "roboflow-maestro"
canonical_url: "https://www.graphcanon.com/tools/roboflow-maestro"
github_url: "https://github.com/roboflow/maestro"
homepage_url: "https://maestro.roboflow.com"
stars: 2682
forks: 222
primary_language: "Python"
license: "Apache-2.0"
archived: false
categories: ["computer-vision", "model-training"]
tags: ["captioning", "fine-tuning", "florence-2", "multimodal", "objectdetection", "paligemma", "phi-3-vision", "qwen2-vl"]
updated_at: "2026-07-11T11:38:04.497497+00:00"
---

# maestro

> streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL

streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL

## Facts

- Repository: https://github.com/roboflow/maestro
- Homepage: https://maestro.roboflow.com
- Stars: 2,682 · Forks: 222 · Open issues: 28 · Watchers: 29
- Primary language: Python
- License: Apache-2.0
- Last pushed: 2026-06-29T17:42:04+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Active (computed 2026-07-11T11:38:02.895Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:38:03.471Z
- Full report: [trust report](/tools/roboflow-maestro/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/roboflow-maestro/trust)

## Categories

- [Computer Vision](/categories/computer-vision.md)
- [Model Training](/categories/model-training.md)

## Tags

captioning, fine-tuning, florence-2, multimodal, objectdetection, paligemma, phi-3-vision, qwen2-vl

## Category neighbours (exploratory)

_Same-category tools for discovery only - not curated alternatives. Cap shown at six._

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- [LLMs-from-scratch](/tools/rasbt-llms-from-scratch.md) - Implement a ChatGPT-like LLM in PyTorch from scratch, step by step (★ 98,899) [Steady]
- [DeepSeek-R1](/tools/deepseek-ai-deepseek-r1.md) - Repository contains distilled LLM models derived from Qwen and LLaMA series for various commercial uses. (★ 91,991) [Dormant]

_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/roboflow-maestro`](/api/graphcanon/tools/roboflow-maestro)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_