Top 4 Jupyter Notebook distributed-training Projects
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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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relora
Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates
Project mention: [D] How do you keep up to date on Machine Learning? | /r/learnmachinelearning | 2023-08-13Made With ML
Project mention: Efficient Deep Learning Systems Course (Yandex/HSE) | news.ycombinator.com | 2024-01-19
This paper [1] does atempt that and reports similar performance compared to conventional pre-training. However, they do start off by doing a normal full-rank training and claim that it is needed to 'warm start' the training process.
[1] https://arxiv.org/abs/2307.05695
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Jupyter Notebook distributed-training related posts
Index
What are some of the best open-source distributed-training projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Made-With-ML | 36,004 |
| 2 | adanet | 3,470 |
| 3 | efficient-dl-systems | 587 |
| 4 | relora | 401 |
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