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Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training.

active 2024-09-202025-06-13 (UTC)

Complete coverage26,649 / 26,649 hourly files (100%) · 2 absent upstream2023-08-152026-08-29 (UTC)
Events
86
Pushes
7
Pull requests
0
Issues
13
Stars
52
Forks
2

Activity over time

Daily event counts in the loaded window

Line chart, 267 days from 2024-09-20 to 2025-06-13. Pushes: 7 total, peak 4 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 13 total, peak 3 in a day. Comments: 11 total, peak 5 in a day. Stars: 52 total, peak 3 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
SakuraTroyChen15705
YDB042346002
Tree-Shu-Zhao4003
qiankunlee2000
Aeryn6661001
yingying1233211000
EveningLin1000
FanshuoZeng1000

Recent activity

Latest issues, pull requests and releases

  • Issue#22yingying1233212025-04-03 11:57
    设置的batch size是在哪儿生效的
  • Issue#21qiankunlee2025-03-25 02:17
    RAG-finetuning
  • Issue#21qiankunlee2025-03-25 01:59
    RAG-finetuning
  • Issue comment#20SakuraTroyChen2025-03-17 07:17
    请问可以微调LLaVA-v1.6-7B模型吗?
  • Issue#20FanshuoZeng2025-03-10 14:32
    请问可以微调LLaVA-v1.6-7B模型吗?
  • Issue#19YDB042342024-11-28 09:36
    how to use WebQA Datasets,how to use file tsv
  • Issue#19YDB042342024-11-25 13:28
    how to use WebQA Datasets,how to use file tsv
  • Issue comment#19YDB042342024-11-25 13:28
    how to use WebQA Datasets,how to use file tsv
  • Issue#19YDB042342024-11-25 13:28
    how to use WebQA Datasets,how to use file tsv
  • Issue comment#19YDB042342024-11-24 09:42
    how to use WebQA Datasets,how to use file tsv
  • Issue#19YDB042342024-11-24 09:41
    how to use WebQA Datasets,how to use file tsv
  • Issue comment#18SakuraTroyChen2024-10-10 01:29
    Reproducing the Results of Table 2
  • Issue comment#18Tree-Shu-Zhao2024-10-09 20:43
    Reproducing the Results of Table 2
  • Issue#17SakuraTroyChen2024-10-09 06:56
    这环境确实有点难顶
  • Issue#15SakuraTroyChen2024-10-09 06:56
    Will you plan to open-source MLLM finetuning bash?
  • Issue comment#18SakuraTroyChen2024-10-09 06:54
    Reproducing the Results of Table 2
  • Issue#18Tree-Shu-Zhao2024-10-09 03:31
    Reproducing the Results of Table 2
  • Issue comment#16Aeryn6662024-09-25 05:23
    Regarding the Download of the Dataset
  • Issue comment#16Tree-Shu-Zhao2024-09-25 04:40
    Regarding the Download of the Dataset
  • Issue comment#16SakuraTroyChen2024-09-25 04:02
    Regarding the Download of the Dataset
  • Issue comment#16Tree-Shu-Zhao2024-09-25 03:56
    Regarding the Download of the Dataset
  • Issue comment#17SakuraTroyChen2024-09-25 02:31
    这环境确实有点难顶
  • Issue#17EveningLin2024-09-24 13:01
    这环境确实有点难顶
  • Issue#16SakuraTroyChen2024-09-21 08:20
    Regarding the Download of the Dataset

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 52 stars here means stars gained during the window, not the repo's star count.