nolabs-ai / deepfabric
Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline
Why this job: topics: fine-tuning, distillation, synthetic-data, dataset
What it does
What sets DeepFabric apart from other dataset generation tools is its ability to ensure high diversity yet domain-anchored relevance through unique topic graph generation algorithms. This guides sample creation to cover all necessary subtopics while avoiding redundancy, which is where other tools often fall short, resulting in model overfit.
Get started
pip install deepfabric- Maintenance
- Active
- Last commit 3 days ago
- Stars
- 895
- +4 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v4.13.0
- Released 42 days ago
- Built with
- Python
- 75% of the code
Is it looked after?
- Contributors
- 4
- Last 90 days
- Issues
- 74% closed
- 13 still open
- Pull requests
- 367 merged
- 10 waiting
- Releases
- 86
- 30+ in the last year
- Contributing guide (opens in new tab)
- No security policy
- Code of conduct (opens in new tab)
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| R6410418 / Jackrong-llm-finetuning-guide | 1,731 | 6 days ago | Apache-2.0 | No downloads |
| bespokelabsai / curator | 1,764 | 7 days ago | Apache-2.0 | No downloads |
| lasgroup / SDPO | 1,143 | 4 months ago | Apache-2.0 | No downloads |
More: languages, topics and project record
Languages
- Python 75%
- Jupyter Notebook 23%
- Rust 2%
- Dockerfile <1%
Topics
- agents
- ai
- data-science
- dataset
- distillation
- evaluation
- fine-tuning
- huggingface
- huggingface-datasets
- machine-learning
- open
- open-source
Project record
- JobFine-tuning
- StatusListed
- Commits700
- Forks84
- Watching8
- Stars in 28 days+7
- CreatedOct 25, 2024
- First seen by usNov 7, 2026
- CheckedNov 7, 2026