Adala
Adala: Autonomous DAta (Labeling) Agent framework (by HumanSignal)
automata
Automata: The Future is Self-Written (by emrgnt-cmplxty)
Adala | automata | |
---|---|---|
5 | 7 | |
748 | 550 | |
8.7% | - | |
9.1 | 9.5 | |
about 15 hours ago | 8 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.
Adala
Posts with mentions or reviews of Adala.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-01-29.
-
Ask HN: Are you using a GPT to prompt-engineer another GPT?
We recently open sourced an agent framework [1] for automating data processing and labeling where the prompt is refined trough iterations (i.e. automatic prompt tuning). We tested it on the Math reasoning dataset GSM8k and where able to improve the baseline accuracy (GPT4) by 45% -> 74% using 25 labeled examples (I'll put the notebook and blog post linked below [2][3]). Results are definitively very interesting, if not surprising with some skills, and we see more and more of our open source users and customers showing interested in the framework for automating labeling / having it as a data processing / labeling copilot.
[1] https://github.com/HumanSignal/Adala
[2] https://github.com/HumanSignal/Adala/blob/master/examples/gs...
[3] https://labelstud.io/blog/mastering-math-reasoning-with-adal...
- Adala: Autonomous Data Agent Framework
- Show HN: Adala framework – Applying LLM skills to various data processing tasks
-
Adala: Reliable Open Source Agent Framework for Data Processing
We have just open sourced Adala - a robust framework for implementing agents that specialize in advanced data processing tasks, starting with data labeling and generation.
- Show HN: Adala – Autonomous Data (Labeling) Agent
automata
Posts with mentions or reviews of automata.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-29.
-
Self-Coding is imminent with OpenAI's new function calling
I have been worried about how much fine-tuning for function calls has lobotomized the models. That being said, I find that it an still author good code, even with fn calls. You can see a sample output here - https://github.com/emrgnt-cmplxty/Automata/issues/72
-
Self-Coding is imminent w/ OpenAI's new function calling
I wanted to share a new demo since the new feature model resulted in a big boost to the model programming ability and robustness. Please enjoy the demo, and if you are interested in contributing to the project please check out the repository here.
-
Is anyone getting good results? Am I using this wrong?
This is a hard problem that's going to take a lot of work to crack. I'm working on something similar here and I can confirm it will be a long while before we see useful fully autonomous work.
-
Automata - A Bottom-Up version of AutoGPT
When I wrote the action extractor there wasn't a fine-tuned approach to function handling, I'm really glad there is now. Here is a Github issue if anyone wants to try to tackle this.
This morning I just open sourced a big project I've been working on - https://github.com/emrgnt-cmplxty/Automata