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Batch utility · 2026-09-11

Processing thousands of in-game documents to build roleplay casefiles

Playing a detective in a large GTA V roleplay server, this person used a local model to turn thousands of in-game arrest reports and applications into structured criminal profiles.

In a GTA V police roleplay server, this person used a locally hosted model to scrape and process large volumes of in-game documents — applications, arrest reports, and related records — to build profiles on other players' characters and run investigations against them. Across thousands of players, the processing surfaced patterns like who was typically on with whom, where, and doing what, letting them assemble linked casefiles against roleplay gangs with the underlying arrest reports to back it up. It is an unusual application, but a genuinely heavy document-processing job all the same.

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Reported anonymously by an r/LocalLLM contributor · 2 upvotes at capture

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SETUP HISTORY

Snapshots over time

2 versions
CURRENT2026-09-11Processing thousands of in-game documents to build roleplay casefiles

Playing a detective in a large GTA V roleplay server, this person used a local model to turn thousands of in-game arrest reports and applications into structured criminal profiles.

Batch utilityHardware unspecifiedModels unspecifiedRuntime unspecified
ChangedDescriptionHardware
Compare with revision 1
DescriptionPreviousIn a GTA V police roleplay server, this person used a locally hosted model to scrape and process large volumes of in-game documents — applications, arrest reports, and related records — to build profiles on other players' characters and run investigations against them. Across thousands of players, the processing surfaced patterns like who was typically on with whom, where, and doing what, letting them assemble linked casefiles against roleplay gangs with the underlying arrest reports to back it up. It's an unusual application, but a genuinely heavy document-processing job all the same, running on an old gaming desktop with a 5950X, 96GB of DDR4, and an RTX 3090.This snapshotIn a GTA V police roleplay server, this person used a locally hosted model to scrape and process large volumes of in-game documents — applications, arrest reports, and related records — to build profiles on other players' characters and run investigations against them. Across thousands of players, the processing surfaced patterns like who was typically on with whom, where, and doing what, letting them assemble linked casefiles against roleplay gangs with the underlying arrest reports to back it up. It is an unusual application, but a genuinely heavy document-processing job all the same.
HardwarePreviousPrimary machine: RTX 3090This snapshotNot specified

This is the currently published snapshot.

REVISION 12026-09-11Processing thousands of in-game documents to build roleplay casefiles

Playing a detective in a large GTA V roleplay server, this person used a local model to turn thousands of in-game arrest reports and applications into structured criminal profiles.

Batch utility1 machineModels unspecifiedRuntime unspecified

Archived published snapshot — kept for context and comparison.

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