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NimbleEdge/sparse_transformers

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Sparse Inferencing for transformer based LLMs

active 2025-06-052026-01-21 (UTC)

Partial coverage12,483 / 14,192 hourly files (88%) · 2 absent upstream · 1,703 failed, retryable2024-12-272026-08-11 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
235
Pushes
13
Pull requests
28
Issues
13
Stars
112
Forks
4

Activity over time

Daily event counts in the loaded window

Line chart, 231 days from 2025-06-05 to 2026-01-21. Pushes: 13 total, peak 2 in a day. Pull requests: 28 total, peak 4 in a day. Issues: 13 total, peak 5 in a day. Comments: 23 total, peak 5 in a day. Stars: 112 total, peak 32 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
vkkhare679911
kaselby322168
nrjpoddar9123
jackboyla2001
divyanshugit1000

Recent activity

Latest issues, pull requests and releases

  • Issue#64nrjpoddar2025-08-20 05:51
    [FEATURE] Implement CUDA kernel for sparsity and test in GPUs
  • Issue comment#31nrjpoddar2025-08-20 05:50
    Add accuracy benchmarks for llama 3
  • Pull request#62kaselby2025-08-01 20:48
  • Pull request#62kaselby2025-08-01 19:54
  • Pull request#61vkkhare2025-08-01 19:16
  • Pull request#40vkkhare2025-08-01 19:07
  • Pull request#58kaselby2025-07-26 14:15
  • Pull request#59kaselby2025-07-25 15:21
  • Pull request#58kaselby2025-07-21 12:20
  • Pull request#55vkkhare2025-07-11 18:02
  • Pull request#55kaselby2025-07-11 15:51
  • Issue#41vkkhare2025-07-10 19:43
    Add support topk sparsity based dataset generation
  • Issue#28vkkhare2025-07-10 19:42
    [FEATURE] Implement CUDA kernels for Sparse MLP
  • Pull request#53kaselby2025-07-10 17:23
  • Pull request#52vkkhare2025-07-10 14:42
  • Pull request#52kaselby2025-07-10 13:07
  • Pull request#50kaselby2025-07-08 20:25
  • Pull request#50kaselby2025-07-02 16:25
  • Issue comment#40kaselby2025-07-01 12:42
    Opt
  • Pull request#49kaselby2025-06-30 17:16
  • Pull request#44vkkhare2025-06-29 19:10
  • Issue#48divyanshugit2025-06-29 18:41
    [FEATURE] Add pre-commit hook for Python code formatting
  • Issue comment#46kaselby2025-06-29 18:06
    Activation Capture refactor
  • Issue comment#46vkkhare2025-06-29 18:04
    Activation Capture refactor
  • Issue comment#44nrjpoddar2025-06-29 10:19
    Fixes: pip installation issues

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 112 stars here means stars gained during the window, not the repo's star count.