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robertkarl / UnbiasedStrata

Strata minus the bullshit. clone, rsync to prod, compile and go

Why this job: works in the areas we cover, but does not say which job it does

What it does

The engines are PolyStrata's, by VecSzn and contributors, built on Strata by Niko1221. The front end is built from llama.cpp / ggml's server, common and mtmd code. Qwen3.8-Flash-Next and Qwen3.6-35B-A3B are by the Qwen team; the IQ3_XXS GSQ-RCO file is ISTA-DASLab's, the Qwen3.6 files are Unsloth's. Upstream's full credits: docs/HOW_IT_WORKS.md. MIT License (LICENSE); some parts and every model have their own licenses (which ones).

Get started

git clone https://github.com/robertkarl/UnbiasedStrata && cd UnbiasedStrata
make test
make build CUDA_ARCHS=89
# 6m40 on 16 cores, 557 MB, 0 warnings
Maintenance
Active
Last commit 6 days ago
Stars
234
+15 this week
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
None yet
No releases
Built with
C++
74% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
25% closed
9 still open
Pull requests
4 merged
9 waiting
Releases
None
Never published
  • No contributing guide
  • No security policy
  • No code of conduct
More: languages, topics and project record

Languages

  • C++ 74%
  • Cuda 18%
  • Python 4%
  • Metal 2%

Topics

  • llm
  • qwen3-8-flash-next
  • strata

Project record

  • JobOther AI tools
  • StatusListed
  • Commits245
  • Forks56
  • Watching6
  • Stars in 28 days+130
  • CreatedOct 7, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 9, 2026

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