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IST-DASLab / GSQ

Gumbel-Softmax post-training quantization for LLMs (1–3 bit scalar, INT/GGUF-compatible).

Why this job: says: gguf; topics: gguf, quantization

What it does

GSQ pushes the size-vs-accuracy Pareto frontier across model scales and bit widths, matching or beating prior scalar PTQ methods at the same footprint and closing most of the gap to vector-quantized baselines.

Get started

curl -LsSf https://astral.sh/uv/install.sh | sh
Maintenance
Active
Last commit 4 months ago
Stars
132
+5 this week
Licence
Apache-2.0
Allows business use
Downloads for
None listed
No release files
Latest version
None yet
No releases
Built with
Python
93% of the code

Is it looked after?

Contributors
0
Last 90 days
Issues
22% closed
7 still open
Pull requests
2 merged
1 waiting
Releases
None
Never published
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Python 93%
  • Shell 7%

Topics

  • gguf
  • llm
  • post-training-quantization
  • quantization

Project record

  • JobLocal LLMs
  • StatusListed
  • Commits51
  • Forks22
  • Watching1
  • Stars in 28 days+40
  • CreatedMay 12, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 9, 2026

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