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Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment

active 2024-12-272026-04-13 (UTC)

Partial coverage16,066 / 20,056 hourly files (80%) · 2 absent upstream · 3,989 failed, retryable2024-04-282026-08-11 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
64
Pushes
5
Pull requests
1
Issues
4
Stars
45
Forks
4

Activity over time

Daily event counts in the loaded window

Line chart, 473 days from 2024-12-27 to 2026-04-13. Pushes: 5 total, peak 4 in a day. Pull requests: 1 total, peak 1 in a day. Issues: 4 total, peak 1 in a day. Comments: 2 total, peak 1 in a day. Stars: 45 total, peak 17 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
yinanhe4310
ilileun2001
shepnerd2200
zhengrongz1000
NielsRogge1000

Recent activity

Latest issues, pull requests and releases

  • Issue comment#3shepnerd2025-07-25 07:33
    Release Training Code
  • Issue#3shepnerd2025-07-25 07:33
    Release Training Code
  • Issue#4ilileun2025-05-27 09:23
    Request for Training Code
  • Issue comment#3ilileun2025-05-27 07:49
    Release Training Code
  • Issue#3zhengrongz2025-04-06 03:34
    Release Training Code
  • Pull request#2yinanhe2025-01-02 03:38
  • Issue#1NielsRogge2024-12-31 01:45
    Release LlaVA-OV-TPO on Hugging Face

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 45 stars here means stars gained during the window, not the repo's star count.