long-form-factuality
Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models". (by google-deepmind)
OpenFactVerification
Loki: Open-source solution designed to automate the process of verifying factuality (by Libr-AI)
long-form-factuality | OpenFactVerification | |
---|---|---|
2 | 6 | |
447 | 883 | |
80.5% | 3.4% | |
6.3 | 8.1 | |
6 days ago | 6 days ago | |
Python | Python | |
GNU General Public License v3.0 or later | 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.
long-form-factuality
Posts with mentions or reviews of long-form-factuality.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-06.
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An Open Source Tool for Multimodal Fact Verification
Isn't this similar to the Deepmind paper on long form factuality posted a few days ago?
https://arxiv.org/abs/2403.18802
https://github.com/google-deepmind/long-form-factuality/tree...
- LongFact – Long-Form Factuality in Large Language Models
OpenFactVerification
Posts with mentions or reviews of OpenFactVerification.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-06.
- Show HN: Loki Needs You – Collaborate on an Open-Source Fact-Checking AI
-
An Open Source Tool for Multimodal Fact Verification
Hello vinni2, thank you for mentioning the paper. However, I noticed that it hasn't gone through peer review yet. Also, the paper suggests that fine-tuning may work better than in-context learning, but that's not a problem. You can fine-tune any LLMs like GPT-3.5 for this purpose and use them with this framework. Once you have fine-tuned GPT, for example, with specific data, you'll only need to modify the model name (https://github.com/Libr-AI/OpenFactVerification/blob/8fd1da9...). I believe this approach can lead to better results than what the paper suggests.