alignment-handbook
Robust recipes to align language models with human and AI preferences (by huggingface)
LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models". (by RUCAIBox)
alignment-handbook | LLMSurvey | |
---|---|---|
3 | 3 | |
3,935 | 9,037 | |
9.0% | 10.6% | |
8.6 | 6.4 | |
12 days ago | 4 days ago | |
Python | Python | |
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
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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
LLMSurvey
Posts with mentions or reviews of LLMSurvey.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-23.
-
Ask HN: Textbook Regarding LLMs
Here’s another one - it’s older but has some interesting charts and graphs.
https://arxiv.org/abs/2303.18223
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Share your favorite materials: intersection of LLMs and business applications
There have recently been some some nice early surveys on progress, pitfalls, future research directions:
- A Survey of LLMs https://arxiv.org/abs/2303.18223
- A Survey of Large Language Models