alignment-handbook
Robust recipes to align language models with human and AI preferences (by huggingface)
argilla
Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency. (by argilla-io)
| alignment-handbook | argilla | |
|---|---|---|
| 3 | 15 | |
| 3,935 | 3,148 | |
| 9.0% | 3.1% | |
| 8.6 | 9.8 | |
| 12 days ago | 5 days 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.
alignment-handbook
Posts with mentions or reviews of alignment-handbook.
We have used some of these posts to build our list of alternatives
and similar projects.
- Recipes to align LLMs with AI feedback
-
What on-demand GPU service would you recommend to do fine-tuning of 7B models ?
I'd like to run some fine-tuning experiments on 7B models. Specifically, interested to use https://github.com/huggingface/alignment-handbook and run Zephyr-7b recipes on custom datasets. Don't have any viable GPU locally.
- Zephyr 7B β Released
argilla
Posts with mentions or reviews of argilla.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-05.
-
Open-Source Data Collection Platform for LLM Fine-Tuning and RLHF
I'm Dani, CEO and co-founder of Argilla.
Happy to answer any questions you might have and excited to hear your thoughts!
More about Argilla
GitHub: https://github.com/argilla-io/argilla
-
Meet Argilla: An Open-Source Data Curation Platform for Large Language Models (LLMs) and MLOps for Natural Language Processing
Github link: https://github.com/argilla-io/argilla
- Show HN: Argilla and AutoTrain – Train custom NLP models without code
- Rubrix release 0.17.0 with support for the spaCy training format
-
No training data, no problem! Few-shot NER with a practical example
Rubrix, the open-source tool for data-centric NLP: https://github.com/recognai/rubrix
- [D] Expert Advice is needed on designing a feedback Loop for a (Textual Classification + NER) task in Production.
-
[D] How should a former Web Developer, pursue career in Machine Learning?
E.g. https://github.com/recognai/rubrix
-
[P] Small-Text: Active Learning for Text Classification in Python
I have already thought about providing an example of how to integrate small-text with one of the existing labeling tools, such as rubrix rubrix, but that hasn't been started yet.
- Finding and correcting text classification label errors with cleanlab and Rubrix | https://rubrix.readthedocs.io/en/master/tutorials/find_label_errors.html
- Rubrix: Open-source tool for building NLP training sets (now with weak supervision)