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Top 5 Python mixture-of-expert Projects
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.Project mention: Using --deepspeed requires lots of manual tweaking | reddit.com/r/Oobabooga | 2023-05-11
Filed a discussion item on the deepspeed project: https://github.com/microsoft/DeepSpeed/discussions/3531
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.Project mention: Do you think that AI research will slow down to a halt because of regulation? | reddit.com/r/singularity | 2023-05-21
not if we rise to meet that challenge. here's a few tools that facilitate AI research in the face of an advanced persistent threat: Hivemind- a distributed Pytorch framework
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PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538
Tutel MoE: An Optimized Mixture-of-Experts Implementation
A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models (by lucidrains)
TestGPT | Generating meaningful tests for busy devs. Get non-trivial tests (and trivial, too!) suggested right inside your IDE, so you can code smart, create more value, and stay confident when you push.
Python mixture-of-experts related posts
Do you think that AI research will slow down to a halt because of regulation?
1 project | reddit.com/r/singularity | 21 May 2023
[D] Google "We Have No Moat, And Neither Does OpenAI": Leaked Internal Google Document Claims Open Source AI Will Outcompete Google and OpenAI
1 project | reddit.com/r/MachineLearning | 4 May 2023
Run 100B+ language models at home, BitTorrent‑style
4 projects | news.ycombinator.com | 20 Mar 2023
We are building an AI that will be managed and trained by a DAO. It'll use GolemNetwork in order to process its models.
4 projects | reddit.com/r/GolemProject | 15 Feb 2023
CAI chose the path of failure. I'd like to offer a unique skill I have to help Pygmalion
2 projects | reddit.com/r/PygmalionAI | 26 Jan 2023
GPT-4 Will Be 500x Smaller Than People Think - Here Is Why
1 project | reddit.com/r/singularity | 23 Jan 2023
Ask HN: Can you crowdfund the compute for GPT?
5 projects | news.ycombinator.com | 12 Jan 2023
A note from our sponsor - InfluxDB
www.influxdata.com | 29 May 2023
What are some of the best open-source mixture-of-expert projects in Python? This list will help you: