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openvinotoolkit/model_server

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A scalable inference server for models optimized with OpenVINO™

C++ · active 2025-01-042026-08-09 (UTC)

Partial coverage12,312 / 14,016 hourly files (88%) · 2 absent upstream · 1,699 failed, retryable2025-01-042026-08-11 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
6.4K
Pushes
2.3K
Pull requests
559
Issues
55
Stars
80
Forks
20

Activity over time

Daily event counts in the loaded window

Line chart, 583 days from 2025-01-04 to 2026-08-09. Pushes: 2,319 total, peak 42 in a day. Pull requests: 559 total, peak 16 in a day. Issues: 55 total, peak 3 in a day. Comments: 1,179 total, peak 30 in a day. Stars: 80 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
dtrawins1K461110213
dkalinowski85626882213
rasapala6904167463
atobiszei67928766129
mzegla62119555188
przepeck3542724314
michalkulakowski3512535410
Copilot34699203
ngrozae168581427
pgladkows7543103
porlows1301860
ligjn210012
18582088138191422
HumerousGorgon160011
Huanli-Gong13055
dependabot[bot]130112
darksapien2315110005
Raghavyadav178014
bstrzele8710
stevegrubb7015

Recent activity

Latest issues, pull requests and releases

  • Issue#4433ss4workonly2026-08-05 19:17
    OVMS 2026.3 fails to serve OpenVINO/LFM2.5-350M-int8-ov and OpenVINO/LFM2.5-350M-fp16-ov
  • Issue comment#4339exzile2026-06-30 14:53
    Add minicpm5 tool_parser for MiniCPM5 XML tool calls (draft, #4268)
  • Issue comment#2337exzile2026-06-28 03:13
    vehicle-detection-0202 responds to queries when running on CPU, gives an error when running on GPU
  • Issue comment#2102exzile2026-06-28 03:03
    Memory leaks on infer requests
  • Issue comment#3452santhoshtr2026-06-27 04:21
    Support for Debian docker image
  • Issue comment#4046exzile2026-06-27 01:32
    gguf_tensor_to_f16 failed when loading Qwen3.5-9B GGUF model
  • Issue comment#2144exzile2026-06-27 01:25
    Enabling HTTPS end points on OpenVINO Model server
  • Pull request#4330exzile2026-06-26 20:07
  • Pull request#4283dependabot[bot]2026-06-11 00:42
  • Issue comment#4141proud-nerd2026-06-03 22:16
    Unload model from memory/GPU when idle for set period
  • Pull request#4245atobiszei2026-05-27 08:25
  • Pull request#4234przepeck2026-05-22 11:23
  • Pull request#4173michalkulakowski2026-05-19 07:24
  • Pull request#4085przepeck2026-05-07 21:53
  • Pull request#4191dkalinowski2026-05-07 14:42
  • Issue#4181dtrawins2026-05-05 21:53
    OVMS 2026.1 JSON request parsed successfully but pipeline input text sent to LLM says otherwise
  • Issue comment#4181jurw22012026-05-05 20:18
    OVMS 2026.1 JSON request parsed successfully but pipeline input text sent to LLM says otherwise
  • Pull request#4161przepeck2026-04-27 08:08
  • Issue comment#4156shawn99772026-04-24 06:50
    Does OVMS support Qwen3.5-35B-A3B ?
  • Pull request#4143dtrawins2026-04-15 21:51
  • Pull request#4130dtrawins2026-04-15 14:58
  • Pull request#4140michalkulakowski2026-04-15 10:04
  • Pull request#4136dependabot[bot]2026-04-13 23:43
  • Issue#3927dtrawins2026-04-13 21:16
    Return finish_reason=tool_calls instead of stop when a tool call is needed
  • Pull request#4082atobiszei2026-04-13 07:42

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 80 stars here means stars gained during the window, not the repo's star count.