whereismyai
Roboflow Maestro
Roboflow Maestro is an open source tool for fine-tuning vision-language models like Florence-2, PaliGemma 2, and Qwen2.5-VL.
Roboflow Maestro is a tool designed to accelerate the fine-tuning of multimodal vision-language models. It handles configuration, data loading, reproducibility, and training loop setup using ready-to-use recipes. Users can run fine-tuning routines for models such as Florence-2, PaliGemma 2, and Qwen2.5-VL. The tool provides a command-line interface and a Python API for training tasks. It is built for developers and researchers who need to fine-tune modern vision-language models efficiently.
Roboflow Maestro at a glance
- Best for: Software engineer, Researcher
- Runs on: CLI, API, open source
- Pricing: Free
- Released: November 2023
- Category: AI coding tool
- Website: maestro.roboflow.com
Key features
- Ready-to-use recipes for vision-language models
- Configuration and data loading management
- Training loop setup and reproducibility
- Command-line interface for fine-tuning
- Python API for custom configurations
- Support for Florence-2, PaliGemma 2, and Qwen2.5-VL
Use it for
- Fine-tune Florence-2 models
- Fine-tune PaliGemma 2 models
- Fine-tune Qwen2.5-VL models
Alternatives to Roboflow Maestro
- LlamaFactory — Provides a code-free CLI and Web UI for training 100+ different LLMs.
- fal — Access 1,000+ generative models and high-performance serverless GPUs.
- Axolotl — It supports many training methods and model architectures via simple YAML configs.
- Soup — Fine-tune and align models like Llama-3.1-8B on a 4 GB laptop GPU.
- AirLLM — Runs massive 70B+ parameter models on small 4GB consumer GPUs.
- Ludwig — Train and fine-tune complex AI models using a single YAML configuration file.
- MedicalGPT — Provides a comprehensive pipeline for full-cycle LLM training and alignment.
- Vlmhub — Run multimodal prompts across multiple local and cloud backends without rewriting inference code.
- PEFT — Reduces computational requirements and storage needs for large model training.
- Unsloth — Runs and trains models locally with lower memory usage.
- TensorZero — Combines an LLM gateway, observability, and optimization in one tool.
- ART — Enhances LLM agent performance and reliability using reinforcement learning techniques.
All Roboflow Maestro alternatives