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Unified Schema-Based Information Extraction

Python · active 2025-11-062026-07-28 (UTC)

Partial coverage11,321 / 12,142 hourly files (93%) · 2 absent upstream · 818 failed, retryable2025-03-222026-08-10 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
587
Pushes
35
Pull requests
18
Issues
20
Stars
431
Forks
30

Activity over time

Daily event counts in the loaded window

Line chart, 265 days from 2025-11-06 to 2026-07-28. Pushes: 35 total, peak 6 in a day. Pull requests: 18 total, peak 3 in a day. Issues: 20 total, peak 2 in a day. Comments: 42 total, peak 4 in a day. Stars: 431 total, peak 21 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

Recent activity

Latest issues, pull requests and releases

  • Issue comment#46HueyNemud2026-05-13 09:44
    NER Training Dataset Formats
  • Pull request#105bogdanminko2026-04-19 12:49
  • Issue comment#102urchade2026-04-15 14:35
    Please publish v1.3.0 to PyPI
  • Issue#98urchade2026-04-08 15:32
    Training fails with tensor size mismatch
  • Issue comment#98urchade2026-04-08 11:58
    Training fails with tensor size mismatch
  • Issue#70urchade2026-04-02 14:56
    Bugs found in early stopping and gradient checkpointing logics
  • Pull request#94MauroCE2026-04-02 14:56
  • Issue comment#42urchade2026-04-02 14:54
    How long does this technique support?
  • Issue comment#42urchade2026-04-02 14:53
    How long does this technique support?
  • Issue comment#79rafmacalaba2026-03-28 16:28
    Add max_len, for better memory usage control
  • Issue comment#55urchade2026-03-27 11:07
    add multi gpu training support
  • Pull request#86maxwbuckley2026-03-20 21:47
  • Pull request#76maxwbuckley2026-03-20 05:44
  • Issue comment#67eswarashish2026-03-07 11:03
    RegexValidator example does not work
  • Issue comment#75urchade2026-02-23 17:23
    Optimize inference latency in preprocessing pipeline
  • Pull request#75maxwbuckley2026-02-22 23:31
  • Pull request#74adsharma2026-02-22 19:37
  • Pull request#73bogdanminko2026-02-22 13:45
  • Issue comment#68Cheng-Logic2026-02-19 00:53
    Question: `loss doesn't require grad` warning message
  • Issue#69mm-liu2026-02-18 21:43
    gliner2 Dependency on gliner1
  • Issue#68tannonk2026-02-18 10:03
    Question: `loss doesn't require grad` warning message
  • Issue#66gaurav-mapari2026-02-16 05:17
    Confidence threshold is not honoured
  • Issue#63astikvermaRC2026-02-09 04:55
    Over-generalization with format_results=False
  • Issue#62astikvermaRC2026-02-09 04:51
    Model favors a shorter string over a longer one
  • Issue comment#59astikvermaRC2026-02-07 08:55
    Model fails to detect multiple occurrences of the same entity type

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 431 stars here means stars gained during the window, not the repo's star count.