nolabs-ai/deepfabric
Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline
- Stars
- 891
- Forks
- 81
- Open issues
- 13
- Last push
- 3d ago
About deepfabric
deepfabric is a free, open-source machine learning tool by nolabs-ai, written mainly in Python. Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline. It has 891 GitHub stars and 81 forks, and was last updated 3d ago. It's released under the Apache-2.0 license, a standard open-source license.
- License
- Apache-2.0
- Language
- Python
- Stars
- 891
- Last update
- 3d ago
- Runs on Mac
- Not stated
- GPU
- Not stated
- Paid API key
- Required
- Self-hostable
- Yes
Similar free tools
superset75k stars · Apache Superset is a Data Visualization and Data Exploration Platform
Kiln5.2k stars · Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
imbalanced-learn7.1k stars · A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
easy-dataset15k stars · A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval
peft22k stars · 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
ludwig12k stars · Low-code framework for building custom LLMs, neural networks, and other AI models
deepfabric FAQ
Is deepfabric free?
deepfabric is open source, but it needs a paid third-party API key to work. It's released under the Apache-2.0 license, a standard open-source license.
Does deepfabric run on a Mac?
The project doesn't say. Check its installation guide before you start.
Does deepfabric need a GPU?
The project doesn't state hardware needs. AI models generally run much faster with a GPU.
Is deepfabric still maintained?
Yes. It was last updated 3d ago and has 13 open issues on GitHub.
What are alternatives to deepfabric?
Similar free, open-source tools include superset, Kiln, imbalanced-learn, easy-dataset.