fondant
Production-ready data processing made easy and shareable (by ml6team)
DataDreamer
DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤 (by datadreamer-dev)
| fondant | DataDreamer | |
|---|---|---|
| 4 | 5 | |
| 320 | 646 | |
| 2.2% | 7.4% | |
| 9.6 | 8.5 | |
| 12 days ago | 4 days ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
fondant
Posts with mentions or reviews of fondant.
We have used some of these posts to build our list of alternatives
and similar projects.
-
25 million Creative Commons image dataset released!
Github: https://github.com/ml6team/fondant
-
[P] AI image generation without copyright infringement
We are currently scaling up our solution using Fondant (https://github.com/ml6team/fondant) and will open-source both the pipeline and resulting dataset in the near future.
- Fondant: Easily build and share datasets for foundation model fine-tuning
-
[P] Fondant: sweet data-centric foundation model fine-tuning
Over the past few months, we have been building Fondant, an open-source framework to help you create high-quality datasets to fine-tune foundation models. Think of Stable Diffusion, GPT-like Large Language Models, Segment Anything, etc.
DataDreamer
Posts with mentions or reviews of DataDreamer.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-01.
- FLaNK AI - 01 April 2024
- FLaNK Stack 26 February 2024
- FLaNK Stack Weekly 19 Feb 2024
- DataDreamer
-
Ask HN: What have you built with LLMs?
We've built a prompting, synthetic data generation, and training library called DataDreamer: https://github.com/datadreamer-dev/DataDreamer
What are some alternatives?
When comparing fondant and DataDreamer you can also consider the following projects:
forte - Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/
speedb - A RocksDB compliant high performance scalable embedded key-value store
bytewax - Python Stream Processing
CML_AMP-to-Airgapped - Download the AMP catalog for an offline (airgapped) deployment of the AMP catalog.
Activeloop Hub - Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake]