HF Model & Benchmark Matrix

24,078 variants · 14,984 scores · 120 benchmarks

SmallThinker-21BA3B-Instruct-GGUF

Mungert/SmallThinker-21BA3B-Instruct-GGUF

kind
gguf
quant
gguf (16-bit)
family
misc
modality
text-generation
root model
—
provider
Mungert
license
apache-2.0
language
en
context
16K
library
transformers
vRAM (GB)
—
size on disk
—
downloads
321
likes
3
created
—
last modified
2025-09-24T15:44:47+00:00 (2025)
huggingface
https://huggingface.co/Mungert/SmallThinker-21BA3B-Instruct-GGUF
tags
transformersggufmoetext-generationenarxiv:2507.20984license:apache-2.0endpoints_compatibleregion:usconversational

Benchmark scores (5)

benchmarkcategoryscorecontextconfevidence
IFEvalinstruction-following85.77low| **SmallThinker-21BA3B-Instruct** | 84.43 | <u>55.05</u> | 82.4 | **85.77** | **60.3** | <u>89.63</u> | **76.26** |
MMLUknowledge84.43low| **SmallThinker-21BA3B-Instruct** | 84.43 | <u>55.05</u> | 82.4 | **85.77** | **60.3** | <u>89.63</u> | **76.26** |
HumanEvalcoding82.93low| Gemma3-12b-it | 78.52 | 34.85 | 82.4 | 74.68 | 44.5 | 82.93 | 66.31 |
MATH-500math82.4low| **SmallThinker-21BA3B-Instruct** | 84.43 | <u>55.05</u> | 82.4 | **85.77** | **60.3** | <u>89.63</u> | **76.26** |
GPQA Diamondreasoning34.85low| Gemma3-12b-it | 78.52 | 34.85 | 82.4 | 74.68 | 44.5 | 82.93 | 66.31 |

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Hugging Face model & benchmark data scraped & matrix-ified. 24,078 variants · 14,984 scores · 120 benchmarks.