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cactus-compute /cactus

Open on GitHub

Sub-50mb agentic, voice and vision intelligence for consumer devices.

Stars
14,519 stars
Forks
1,012 forks
Language
Python
License
APACHE-2.0
Created
Feb 24, 2026
Last push
Nov 5, 2026
Updated
Nov 6, 2026
Tags
Why these Tags: an agent read the README and quoted it
  • On-device inference from the description: Sub-50mb agentic, voice and vision intelligence for consumer devices.
  • Speech recognition from the readme: Whistle transcribes speech in seven languages, with word timestamps and speech embeddings.
  • LLM fine-tuning from the readme: Fine-tune Needle or Whistle with `cactus-compute[train]`

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 errorwith the form at the end of this page.

GitHub topics

Admitted to the Repository Index on Nov 4, 2026: +123 stars in 7 days.

Star History

181 days recorded, May 10, 2026 – Nov 6, 2026 (UTC). Net change +14,521 stars.

Stars at the end of each day14,519 now
1005001K5K10K
May 10, 2026Nov 6, 2026
Net stars each dayhighest +746
+746 on May 13, 2026
May 10, 2026Nov 6, 2026

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

Add this Star History to a README

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Star History chart

[![Star History of cactus-compute/cactus](https://awesomerepos.com/cactus-compute/cactus/stars.svg)](https://awesomerepos.com/cactus-compute/cactus)

Badge

[![AwesomeRepos](https://awesomerepos.com/cactus-compute/cactus/badge.svg)](https://awesomerepos.com/cactus-compute/cactus)

Timeline

It gained stars on 180 of the 181 days recorded since May 10, 2026.

Its largest 7 days were Aug 12, 2026 to Aug 18, 2026: 3,774 stars.

In the 30 days to Nov 6, 2026 it got 1,178 stars, 60% fewer than in the 30 days before.

  1. Created on the Repository Host
  2. Reached 500 stars, 77 days after it was created
  3. +665 stars in one day
  4. Reached 1,000 stars, 78 days after it was created
  5. Largest star day recorded: +746 stars
  6. +665 stars in one day
  7. Reached 5,000 stars, 170 days after it was created
  8. Reached 10,000 stars, 190 days after it was created
  9. Entered the Repository Index: +123 stars in 7 days
  10. Latest push
  11. Renamed from cactus-compute/needle to cactus-compute/cactus

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 3 Observations, Nov 5, 2026 – Nov 7, 2026. Forks 0. AwesomeRepos saw a new push on 1 of 2 days.

Forks1,012
  1. Nov 6, 2026: new push
  2. Nov 7, 2026: no 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 last read these facts from GitHub on Nov 6, 2026. How AwesomeRepos defines each check

Maintenance

4 of 4 checks

  • Yes: Not archived

    GitHub does not mark the repository as archived. Source

  • Yes: A push in the last 90 days

    Last push on 2026-11-05, 1 day ago. Source

  • Yes: Commits in the last 13 weeks

    139 commits on the default branch in the last 13 weeks (GitHub, 2026-11-06). Source

  • Yes: Commits in 26 or more of the last 52 weeks

    Commits in 28 of the last 52 weeks (GitHub, 2026-11-06). Source

  1. 0
  2. 0
  3. 0
  4. 0
  5. 0
  6. 0
  7. 0
  8. 0
  9. 0
  10. 0
  11. 0
  12. 0
  13. 0
  14. 0
  15. 0
  16. 3
  17. 44
  18. 53
  19. 39
  20. 8
  21. 42
  22. 19
  23. 7
  24. 2
  25. 1
  26. 1
  27. 13
  28. 2
  29. 0
  30. 0
  31. 0
  32. 0
  33. 0
  34. 1
  35. 0
  36. 0
  37. 1
  38. 0
  39. 0
  40. 21
  41. 19
  42. 5
  43. 8
  44. 4
  45. 13
  46. 13
  47. 8
  48. 6
  49. 19
  50. 13
  51. 2
  52. 8
Commits on the default branch each week, the oldest week at the left.

Releases

0 of 3 checks (1 without data)

  • No: A release in the last 365 days

    No GitHub release (read on 2026-11-06). Source

  • No data: The newest release tag is a semantic version

    No data: no release.

  • No: A changelog file at the root

    No changelog file at the root (GitHub, 2026-11-06).

Security practice

0 of 1 check

  • No: A security policy

    GitHub finds no security policy (GitHub, 2026-11-06).

OpenSSF Scorecard has no result for this repository from the last 90 days.

Community files

1 of 3 checks

  • Yes: A licence

    GitHub finds the licence APACHE-2.0. Source

  • No: A contributing guide

    GitHub finds no contributing guide (GitHub, 2026-11-06).

  • No: A code of conduct

    GitHub finds no code of conduct (GitHub, 2026-11-06).

Dependencies in the index

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

GitHub has no dependency graph for this repository (scanned on Nov 6, 2026).

No scanned repository names a package from this repository.

Uses (in the index) · 0

None.

Used by (in the index) · 0

None.

Sources: the GitHub dependency graph of each repository, and deps.dev for the source repository of each package. 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 7, 2026: 14,519 stars, 1,012 forks, last push Nov 5, 2026, not archived. One of 3 Observations since Nov 5, 2026.

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