roboflow/maestro

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

Stars: 2.7k
Forks: 224
Open beginner issues: 0
Indexed issues: 17

Dominant language: Python
License: Apache-2.0
Last GitHub push: Jul 27, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: help wanted
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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17 open issues indexed

Qwen2.5 VL fail to train due to qwen-vl-utils Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 48/100

roboflow/maestro#227 · Opened Sep 24, 2025
web api Open

question

Difficulty 5/5 Over a week Newbie friendliness 20/100

roboflow/maestro#220 · Opened Aug 8, 2025
Support for Gemma3 Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

roboflow/maestro#219 · Opened Jul 27, 2025
Early stopping feature Open

question

Difficulty 5/5 Over a week Newbie friendliness 25/100

roboflow/maestro#198 · Opened Apr 9, 2025
Add support for PHI-4 Multimodal Open

question

Difficulty 5/5 Over a week Newbie friendliness 25/100

roboflow/maestro#194 · 3 comments · Opened Mar 30, 2025
Resume retrain process after pausing training. Open

question

Difficulty 4/5 3-5 days Newbie friendliness 25/100

roboflow/maestro#185 · Opened Mar 12, 2025
Potential issue with load_modal function from trainer chekpoints for all models Open

bug enhancement

roboflow/maestro#176 · 6 comments · 1 assignee · Opened Feb 26, 2025
Florence-2 | Default LoRA config produces suboptimal results | Found a better config Open

bug

Difficulty 5/5 Over a week Newbie friendliness 35/100

roboflow/maestro#162 · 9 comments · Opened Feb 16, 2025
Scaling Open Vocabulary Object Detection, Owlv2 finetuning Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

roboflow/maestro#160 · Opened Feb 13, 2025
Support for Converting Maestro-Fine-Tuned Models to Core ML for On-Device iOS Deployment Open

question

Difficulty 5/5 Over a week Newbie friendliness 25/100

roboflow/maestro#150 · Opened Feb 7, 2025
DeepSeek-VL2 support Open

enhancement help wanted model

Difficulty 5/5 Over a week Newbie friendliness 25/100

roboflow/maestro#141 · 6 comments · 4 reactions · Opened Feb 5, 2025
Bounding boxes Open

enhancement model

Difficulty 5/5 Over a week Newbie friendliness 35/100

roboflow/maestro#138 · 2 comments · Opened Feb 5, 2025
Florence-2 QLoRA support Open

enhancement help wanted model

roboflow/maestro#108 · 7 comments · 1 assignee · Opened Jan 11, 2025
Florence-2 phrase Grounding Open

enhancement examples

Difficulty 5/5 Over a week Newbie friendliness 20/100

roboflow/maestro#101 · 2 comments · 1 reaction · Opened Jan 3, 2025
Prediction mode Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

roboflow/maestro#77 · 1 comment · Opened Oct 16, 2024
Pixtral support Open

enhancement help wanted model

Difficulty 4/5 3-5 days Newbie friendliness 30/100

roboflow/maestro#60 · 6 comments · Opened Sep 20, 2024
OpenCV/Numpy Installation Issue on Conda Python 3.10 (MacOS) Open

bug

roboflow/maestro#41 · 9 comments · 1 assignee · Opened Sep 12, 2024

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