// Train & fine-tune
DataFlow
Easy data preparation with LLM-based operators and pipelines.
Open source Maintained Dual-use For developers
IN ONE PARAGRAPH
DataFlow is easy data preparation with LLM-based operators and pipelines.
Good for: Developers and teams who want to train & fine-tune.
01How to start
- 1Read the official quick-start (link above).
- 2Install or sign up as the official guide describes.
- 3Try it on a small example before wiring it into a project.
02Alternatives & comparison
Compare side by side → PyTorch Tensors and Dynamic neural networks in Python with strong GPU acceleration ★ 105k tensorflow An Open Source Machine Learning Framework for Everyone ★ 201k transformers 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. ★ 168k unsloth Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more. ★ 78k LlamaFactory Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) ★ 76k
Versions, why it is listed, for AI to read
Popularity evidence (third-party snapshots)
- GitHub stars：7,000 · whatstrending.ai 2026-10-10
- GitHub stars：8,194 · repos.ecosyste.ms 2026-10-10
- GitHub stars：8,194 · repos.ecosyste.ms 2026-10-12
- GitHub stars：8,194 · repos.ecosyste.ms 2026-10-13
- GitHub stars：8,194 · repos.ecosyste.ms 2026-10-14
- GitHub stars：8,206 · repos.ecosyste.ms 2026-10-15
- GitHub stars：8,206 · repos.ecosyste.ms 2026-10-16
- GitHub stars：8,206 · repos.ecosyste.ms 2026-10-19
- GitHub stars：8,206 · repos.ecosyste.ms 2026-10-20
- GitHub stars：8,206 · repos.ecosyste.ms 2026-10-21
- GitHub stars：8,252 · repos.ecosyste.ms 2026-10-22
For AI agents
- Interfaces：its own app or website
- Machine-readable record：/api/v1/software/dataflow.json · llms.txt
- Added 2026-10-10 · updated 2026-10-22