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Niko1221/Strata

Qwen3.8-Flash-Next on any consumer hardware: one-click install for Windows / Linux. Strata inference engine, OpenAI/Anthropic API on localhost… Why it matters: useful plumbing for shipping LLM-powered features.

GitHub description: Qwen3.8-Flash-Next on any consumer hardware: one-click install for Windows / Linux. Strata inference engine, OpenAI/Anthropic API on localhost, optional image input.

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Stars

23k

Last 24h

+1.2kest.

Last 7 days

+8.7kest.

Forks

2.3k

Who it's for

Owners of a gaming PC with an NVIDIA or AMD graphics card (12 GB VRAM or more) and 32 GB or more of RAM, running Windows or Linux, who want a large AI model running privately on their own machine and connected to their apps or coding agents.

  • Private local chat and writing, with no data leaving the PC
  • Connecting apps and coding agents to localhost via OpenAI- or Anthropic-compatible APIs
  • Reading pictures and working through long documents or code

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About Strata

Niko1221/Strata is a C++ project in the LLM tooling category, created 19 days ago. It has 23k GitHub stars and 2.3k forks, and gained +8.7k stars over the last 7 days (early estimate), ranking #2 of 167 LLM tooling repos tracked by OSS Radar this week.

See more trending LLM tooling repos or the top AI repos this week.

Language
C++
Category
LLM tooling
Created
Sep 24, 2026
Last push
Oct 12, 2026

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