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SPECIFICTION
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DeepSpeed vs JAX

DeepSpeed

deepspeed.ai

JAX

docs.jax.dev

Side by side

FigureDeepSpeedJAX
Price fromFreeFree
Free planYesYes
Free trial——
Open source——
Windows—Yes
macOSYesYes
LinuxYesYes
Self-hostedYesYes
Plans published11
Spec score · Deep Learning Software8.0 (#12)8.3 (#7)
IntegrationsThe site lists integrations with Hugging Face Transformers, Accelerate, PyTorch Lightning and MosaicML.The documentation lists ecosystem libraries including Flax, Keras, Optax, TensorFlow Datasets, Hugging Face Datasets, NumPyro, and PyMC.
SecurityThe repository links to a SECURITY file and identifies the project as Apache-2.0 licensed.Distributed coordination connections are neither encrypted nor authenticated by default; the documentation describes optional mutual TLS for securing them.
SupportThe GitHub repository says DeepSpeed holds public office hours on the last Tuesday of each month.The installation guide directs users with problems using prebuilt wheels to the JAX GitHub issue tracker.

Plans

DeepSpeed

  • DeepSpeedFree

DeepSpeed pricing →

JAX

  • JAXFree

JAX pricing →

In their own words

DeepSpeed

DeepSpeed has no write-up on Specifiction yet; its figures are above.

Visit deepspeed.ai

JAX

JAX has no write-up on Specifiction yet; its figures are above.

Visit docs.jax.dev