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mosaicml / streaming

A Data Streaming Library for Efficient Neural Network Training

Why this job: works in the areas we cover, but does not say which job it does

The flow of samples from shards in the cloud to devices in your cluster

What it does

  • Reproduce and debug training runs and loss spikes
  • Load a checkpoint trained on 64 GPUs and debug on 8 GPUs with reproducibility

Get started

pip install mosaicml-streaming
Maintenance
Active
Last commit 9 days ago
Stars
1,571
+1 this week
Licence
Apache-2.0
Allows business use
Downloads for
None listed
No release files
Latest version
v0.13.0
Released 16 months ago
Built with
Python
100% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
65% closed
77 still open
Pull requests
612 merged
38 waiting
Releases
31
0 in the last year

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More: languages, topics and project record

Languages

  • Python 100%
  • Shell <1%
  • Makefile <1%

Topics

  • dataset
  • deep-learning
  • machine-learning
  • neural-network
  • pytorch
  • streaming

Project record

  • JobOther AI tools
  • StatusListed
  • Commits638
  • Forks203
  • Watching24
  • Stars in 28 days+3
  • CreatedJun 9, 2022
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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