METHODOLOGY
Methodology
323population
26confirmed original comparisons
7borderline
7unassessable
The review covers 9 major overseas MoE families and 11 source repositories. Takara research, August 7, 2026.
Enumeration
Fetch every page returned by Hugging Face API filter=base_model:quantized:, then deduplicate by modelId.
What counts as a quantitative comparison
- The original checkpoint and quantized version are compared.
- The same benchmark and scoring method are used.
- Numerical results are present for both.
Known limit
Derivatives without a base_model tag cannot be enumerated by this method, so the population is biased downward.
Line A does not operate under a statutory or standards-body approval scheme.