fondant
Production-ready data processing made easy and shareable (by ml6team)
forte
Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/ (by asyml)
| fondant | forte | |
|---|---|---|
| 4 | 2 | |
| 320 | 236 | |
| 2.2% | 0.4% | |
| 9.6 | 3.9 | |
| 12 days ago | 3 months ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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
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[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.
forte
Posts with mentions or reviews of forte.
We have used some of these posts to build our list of alternatives
and similar projects.
-
[P] How Forte Transforms the Building of ML Solutions with PyTorch into Assembly Lines
Github: https://github.com/asyml/forte Documentation: https://asyml-forte.readthedocs.io/en/latest Technical Report: https://aclanthology.org/2020.emnlp-demos.26/
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Building Modular and Re-purposable NLP Pipelines
Introducing Forte, from the CASL open-source project at Petuum. Forte combines multiple NLP tools to construct an entire NLP pipeline with a few lines of python and extend them to different domains.
What are some alternatives?
When comparing fondant and forte you can also consider the following projects:
bytewax - Python Stream Processing
DialoGPT - Large-scale pretraining for dialogue
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]
nlp-recipes - Natural Language Processing Best Practices & Examples
GODEL - Large-scale pretrained models for goal-directed dialog
ludwig - Low-code framework for building custom LLMs, neural networks, and other AI models