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OpenMoE Alternatives
Similar projects and alternatives to OpenMoE
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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st-moe-pytorch
Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better OpenMoE alternative or higher similarity.
OpenMoE reviews and mentions
Posts with mentions or reviews of OpenMoE.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-05.
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Mixtral: A Promising Model with Unforeseen Challenges
Switch Transformer aside, it's not very open and OpenMoE is months old.
- will the point meet in 2024?
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Ask HN: Why is GPT4 better than the other major LLMs?
What about this one? https://github.com/XueFuzhao/OpenMoE
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Partial Outage Across ChatGPT and API
https://github.com/XueFuzhao/OpenMoE
Check out this open source Mixture of Experts research. Could help a lot with performance of open source models.
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OpenAI is too cheap to beat
I think the weird thing about this is that it's completely true right now but in X months it may be totally outdated advice.
For example, efforts like OpenMOE https://github.com/XueFuzhao/OpenMoE or similar will probably eventually lead to very competitive performance and cost-effectiveness for open source models. At least in terms of competing with GPT-3.5 for many applications.
Also see https://laion.ai/
I also believe that within say 1-3 years there will be a different type of training approach that does not require such large datasets or manual human feedback.
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Mixtures of Experts
Google have released the models and code for the Switch Transformer from Fedus et al. (2021) under the Apache 2.0 licence. [0]
There's also OpenMoE - an open-source effort to train a mixture of experts model. Currently they've released a model with 8 billion parameters. [1]
[0] https://github.com/google-research/t5x/blob/main/docs/models...
[1] https://github.com/XueFuzhao/OpenMoE
- A Hackers' Guide to Language Models [video]
- OpenMoE – A family of open-sourced Mixture-of-Experts (MoE) LLMs
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A note from our sponsor - SaaSHub
www.saashub.com | 8 May 2024
Stats
Basic OpenMoE repo stats
8
1,212
8.6
2 months ago
The primary programming language of OpenMoE is Python.
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