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prabanta-dev /janas

Open on GitHub

37 tok/s from Qwen3-Next-80B (48 GB) on a 32 GB laptop, 24 without drafts vs 2.8 for llama.cpp; reading 62 vs 16 tok/s. Faster than llama.cpp on all 13 models compared in Q4_K_M. LLMs bigger than your RAM, pure C, CPU or GPU.

Stars
604 stars
Forks
55 forks
Language
C
License
GPL-3.0
Created
Sep 20, 2026
Last push
Nov 4, 2026
Updated
Nov 4, 2026
Tags
Why these Tags: an agent read the README and quoted it
  • Local LLM runner from the description: LLMs bigger than your RAM, pure C, CPU or GPU.

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 3, 2026: +112 stars in 7 days.

Star History

46 days recorded, Sep 20, 2026 – Nov 4, 2026 (UTC). Net change +618 stars.

Stars at the end of each day604 now
100500
Sep 20, 2026Nov 4, 2026
Net stars each dayhighest +201
+201 on Oct 13, 2026v2026.11.04, Nov 4, 2026v2026.11.03, Nov 3, 2026v2026.10.30.1, Oct 30, 2026v2026.10.30, Oct 30, 2026v2026.10.29.1, Oct 29, 2026v2026.10.29, Oct 29, 2026v2026.10.27, Oct 26, 2026v2026.10.24, Oct 23, 2026v2026.10.23, Oct 23, 2026v2026.10.21.1, Oct 21, 2026
Sep 20, 2026Nov 4, 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 prabanta-dev/janas](https://awesomerepos.com/prabanta-dev/janas/stars.svg)](https://awesomerepos.com/prabanta-dev/janas)

Badge

[![AwesomeRepos](https://awesomerepos.com/prabanta-dev/janas/badge.svg)](https://awesomerepos.com/prabanta-dev/janas)

Timeline

It gained stars on 35 of the 46 days recorded since Sep 20, 2026.

Its largest 7 days were Oct 12, 2026 to Oct 18, 2026: 413 stars.

  1. Created on the Repository Host
  2. Reached 100 stars, 22 days after it was created
  3. +111 stars in one day
  4. Largest star day recorded: +201 stars
  5. +59 stars in one day
  6. Release v2026.10.29.1
  7. Reached 500 stars, 40 days after it was created
  8. Release v2026.10.30.1
  9. Release v2026.10.30
  10. Entered the Repository Index: +112 stars in 7 days
  11. Release v2026.11.03
  12. Release v2026.11.04
  13. 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 4, 2026 – Nov 5, 2026. Forks +2. AwesomeRepos saw a new push on 1 of 1 days.

Forks55
  1. Nov 5, 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 last read these facts from GitHub on Nov 5, 2026. How AwesomeRepos defines each check

Maintenance

3 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 2026-11-04, 0 days ago. Source

  • Yes: Commits in the last 13 weeks

    96 commits on the default branch in the last 13 weeks (GitHub, 2026-11-05). Source

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

    Commits in 7 of the last 52 weeks (GitHub, 2026-11-05). 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. 0
  17. 0
  18. 0
  19. 0
  20. 0
  21. 0
  22. 0
  23. 0
  24. 0
  25. 0
  26. 0
  27. 0
  28. 0
  29. 0
  30. 0
  31. 0
  32. 0
  33. 0
  34. 0
  35. 0
  36. 0
  37. 0
  38. 0
  39. 0
  40. 0
  41. 0
  42. 0
  43. 0
  44. 0
  45. 0
  46. 1
  47. 14
  48. 17
  49. 34
  50. 9
  51. 11
  52. 10
Commits on the default branch each week, the oldest week at the left.

Releases

2 of 3 checks

  • Yes: A release in the last 365 days

    Newest release v2026.11.04 on 2026-11-04, 1 day ago. 10 or more releases in the last 365 days. Source

  • No: The newest release tag is a semantic version

    The newest release tag is v2026.11.04. Source

  • Yes: A changelog file at the root

    ChangeLog.md at the root (GitHub, 2026-11-05). Source

Security practice

0 of 1 check

  • No: A security policy

    GitHub finds no security policy (GitHub, 2026-11-05).

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

Community files

2 of 3 checks

  • Yes: A licence

    GitHub finds the licence GPL-3.0. Source

  • Yes: A contributing guide

    GitHub finds a contributing guide (GitHub, 2026-11-05). Source

  • No: A code of conduct

    GitHub finds no code of conduct (GitHub, 2026-11-05).

Observations

Latest Observation, Nov 5, 2026: 604 stars, 55 forks, last push Nov 4, 2026, not archived. One of 2 Observations since Nov 4, 2026.

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