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huggingface / accelerate

Open on GitHub

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

Stars
9,940 stars
Forks
1,599 forks
Language
Python
License
APACHE-2.0
Created
Oct 30, 2020
Last push
Nov 11, 2026
Updated
Nov 11, 2026
Tags
Why these Tags: an agent read the README and quoted it
  • Distributed training from the readme: 🤗 Accelerate abstracts exactly and only the boilerplate code related to multi-GPUs/TPU/fp16 and leaves the rest of your code unchanged.

An agent gave these Tags from the fixed Tag list in the AwesomeRepos source code. A code check kept each Tag only when its quote is in the text. A wrong Tag? Report an error with the form at the end of this page.

Admitted to the Repository Index on Nov 10, 2026: 9,937 stars on 2026-11-10.

Star History

188 days recorded, May 8, 2026 – Nov 11, 2026 (UTC). Net change +345 stars.

Stars at the end of each day 9,940 now
May 8, 2026 Nov 11, 2026
Net stars each day highest +7
+7 on Sep 10, 2026 v1.15.0, Sep 9, 2026 v1.14.0, Jun 11, 2026
May 8, 2026 Nov 11, 2026

The star count of each day is the latest count minus the net stars of the later days.

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Star History chart

[![Star History of huggingface/accelerate](https://awesomerepos.com/huggingface/accelerate/stars.svg)](https://awesomerepos.com/huggingface/accelerate)

Badge

[![AwesomeRepos](https://awesomerepos.com/huggingface/accelerate/badge.svg)](https://awesomerepos.com/huggingface/accelerate)

Timeline

It gained stars on 156 of the 188 days recorded since May 8, 2026.

Its largest 7 days were Jul 4, 2026 to Jul 10, 2026: 24 stars.

In the 30 days to Nov 11, 2026 it got 42 stars, 30% fewer than in the 30 days before.

It had 9,595 stars before May 8, 2026 and has 9,940 stars now: 60 fewer than 10,000.

  1. Created on the Repository Host
  2. Release v1.11.0
  3. Release v1.12.0
  4. Release v1.13.0
  5. +6 stars in one day
  6. Release v1.14.0
  7. +5 stars in one day
  8. Release v1.15.0
  9. Largest star day recorded: +7 stars, 1 day after release v1.15.0
  10. Entered the Repository Index: 9,937 stars on 2026-11-10
  11. Latest push

The timeline comes from the creation date and the releases on the Repository Host, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. The list shows up to 5 stable releases from the latest 10 releases recorded. When none of them is stable, one item counts the pre-releases. On the chart of net stars each day, a solid line marks each recorded release.

Forks and pushes

From 2 Observations, Nov 11, 2026 – Nov 12, 2026. Forks +1. AwesomeRepos saw a new push on 1 of 1 days.

Forks 1,599
  1. Nov 12, 2026: new push

A filled day: the last push time changed since the Observation before it.

Health facts

Measured facts in four separate dimensions, each with a date and a source. AwesomeRepos does not add them into one score. AwesomeRepos reads the weekly commits, the changelog, and the community files each week for the 5,000 visible repositories with the most stars and for each rising repository. How AwesomeRepos defines each check

Maintenance

2 of 4 checks (2 without data)

  • Yes: Not archived

    GitHub does not mark the repository as archived. Source

  • Yes: A push in the last 90 days

    Last push on 2026-11-11, 0 days ago. Source

  • No data: Commits in the last 13 weeks

    No data: AwesomeRepos has not read the weekly commits.

  • No data: Commits in 26 or more of the last 52 weeks

    No data: AwesomeRepos has not read the weekly commits.

Releases

2 of 3 checks (1 without data)

  • Yes: A release in the last 365 days

    Newest release v1.15.0 on 2026-09-09, 64 days ago. 4 releases in the last 365 days. Source

  • Yes: The newest release tag is a semantic version

    The newest release tag is v1.15.0. Source

  • No data: A changelog file at the root

    No data: AwesomeRepos has not scanned this repository.

Security practice

0 of 1 check (1 without data)

  • No data: A security policy

    No data: AwesomeRepos has not scanned this repository.

AwesomeRepos has not asked OpenSSF Scorecard about this repository.

Community files

1 of 3 checks (2 without data)

  • Yes: A licence

    GitHub finds the licence APACHE-2.0. Source

  • No data: A contributing guide

    No data: AwesomeRepos has not scanned this repository.

  • No data: A code of conduct

    No data: AwesomeRepos has not scanned this repository.

Dependencies in the index

This section shows the packages that connect this repository to other repositories in the index.

The GitHub dependency graph of this repository names 57 direct packages (scanned on Nov 12, 2026). Packages from 22 other repositories in the index are among them.

240 scanned repositories name a package from this repository.

Uses (8 of 22) Used by (8 of 240) huggingface/accelerate huggingface/transformers huggingface/transformers pytorch/pytorch pytorch/pytorch scikit-learn/scikit-learn scikit-learn/scikit-learn Textualize/rich Textualize/rich astral-sh/ruff astral-sh/ruff deepspeedai/DeepSpeed deepspeedai/DeepSpeed huggingface/pytorch-image-models huggingface/pytorch-image-mod… huggingface/diffusers huggingface/diffusers huggingface/transformers huggingface/transformers AUTOMATIC1111/stable-diffusion-webui AUTOMATIC1111/stable-diffusio… open-webui/open-webui open-webui/open-webui harry0703/MoneyPrinterTurbo harry0703/MoneyPrinterTurbo ggml-org/llama.cpp ggml-org/llama.cpp debpalash/VoiceStudio debpalash/VoiceStudio vllm-project/vllm vllm-project/vllm astral-sh/uv astral-sh/uv
An arrow points from the repository that names a package to the repository that the package comes from.

Uses (in the index) · 22

Show all 22

Used by (in the index) · 240

Show 20 more

The page lists the 30 with the most stars, of 240.

Sources: the GitHub dependency graph of each repository, and deps.dev for the source repository of each package (checked on Nov 3, 2026). A dependency graph also names development packages. deps.dev takes most source repositories from package metadata. How the dependency graph is made

Observations

Latest Observation, Nov 12, 2026: 9,940 stars, 1,599 forks, last push Nov 11, 2026, not archived. One of 2 Observations since Nov 11, 2026.

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