ChatDev
SynapseML
| ChatDev | SynapseML | |
|---|---|---|
| 10 | 18 | |
| 24,077 | 4,996 | |
| 4.4% | 0.6% | |
| 9.4 | 8.9 | |
| 5 days ago | 5 days ago | |
| Shell | Scala | |
| Apache License 2.0 | MIT License |
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.
ChatDev
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AutoGen: Enable Next-Gen Large Language Model Applications
Check https://github.com/OpenBMB/ChatDev out, they simulate personas in a company and build products by simulating the interactions.
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[task] Looking for someone with experience in chatgpt
Hey I have being playing with Chatdev for a long time now, and I am looking for customization on the company config file, I am pretty busy so I can't do that on my own time I have already customized for two tasks but I am looking to do that for more than one task. I can pay 5-20$ depending on the customization length and how much time it takes you to do so
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I will pay you to customize ChatDev for me
Hey I have being playing with Chatdevfor a long time now,
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AI hype is built on high test scores. Those tests are flawed
Exactly and things are actually getting crazy now. For some reason this hasn't reached the frontpage on HN yet: https://github.com/OpenBMB/ChatDev
Making your own "internal family system" of AI's is a making this exponential (and frightening), like an ensemble on top of the ensemble, with specific "mindsets", that with shared memory can build and do stuff continuously.
I remember a couple of comments here on HN when the hype began about how some dude had figured out how to actually make an AGI - can't find it now, but it was something about having multiple AIS, discoursing with a shared memory - and now it seems to be happening.
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[D] Are there examples of AI-written projects actively maintained/worked on by humans?
I've seen a rising trend in these "ChatDev"-like projects (https://arxiv.org/abs/2307.07924, their github is https://github.com/OpenBMB/ChatDev) that can "assemble a team of AIs" to build a complete project, such as a snake game. The possible projects it can build are rather limited, and the "team" is really a chat dialogue. But it does in fact generate runnable code with some underlying system design philosophy.
- FLaNK Stack Weekly 2 October 2023
- Show HN: ChatDev – Simulating a software company with LLMs
- Communicative Agents for Software Development
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FLaNK Stack Weekly for 12 September 2023
https://github.com/OpenBMB/ChatDev?
SynapseML
- FLaNK Stack Weekly for 12 September 2023
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Microsoft announces new tool for applying ChatGPT and GPT-4 at massive scales
Release Notes: https://github.com/microsoft/SynapseML/releases/tag/v0.11.0
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Data science in Scala
b) There are libraries around e.g. Microsoft SynapseML, LinkedIn Photon ML
- [N] Microsoft Announces New Integrations with OpenAI and MLFlow
- [N] Microsoft Releases new Integrations with OpenAI and MLflow as part of SynapseML
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[P] Microsoft releases SynapseML v0.9.5 with support for speech synthesis, anomaly detection, and geospatial analytics on large-scale data
Link to Release Notes: https://github.com/microsoft/SynapseML/releases/tag/v0.9.5
- Microsoft releases SynapseML v0.9.5 for distributed geospatial analytics, speech synthesis, and anomaly detection in PySpark.
- [P] SynapseML v0.9.5 announces support for geospatial analytics, speech synthesis, and anomaly detection on large-scale datasets
- Microsoft releases SynapseML v0.9.5 with support for speech synthesis, anomaly detection, and geospatial analytics on Apache Spark
What are some alternatives?
FLaNK-HuggingFace-BLOOM-LLM - https://huggingface.co/bigscience/bloom into NiFi
mmlspark - Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]
minum - A minimalist Java web framework built from scratch
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
LLM-Finetuning-Hub - Toolkit for fine-tuning, ablating and unit-testing open-source LLMs. [Moved to: https://github.com/georgian-io/LLM-Finetuning-Toolkit]
Tensorflow_scala - TensorFlow API for the Scala Programming Language
RecipeUI - Discover, test, and share APIs in seconds
deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
kafkaflow - Apache Kafka .NET Framework to create applications simple to use and extend.
Breeze - Breeze is a numerical processing library for Scala.
initializr - A quickstart generator for Spring projects
azure-kusto-spark - Apache Spark Connector for Azure Kusto