HF Model & Benchmark Matrix

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

gemma-3-270m-qat-q4_0-unquantized

google/gemma-3-270m-qat-q4_0-unquantized

kind
gguf
quant
gguf
family
gemma
modality
text-generation
root model
google/gemma-3-270m
provider
google
license
gemma
language
—
context
—
library
transformers
vRAM (GB)
—
size on disk
—
downloads
125
likes
9
created
—
last modified
2025-08-14T07:35:14+00:00 (2025)
huggingface
https://huggingface.co/google/gemma-3-270m-qat-q4_0-unquantized
tags
transformerssafetensorsgemma3_texttext-generationgemma3gemmagooglearxiv:2503.19786arxiv:1905.07830arxiv:1905.10044arxiv:1911.11641arxiv:1705.03551arxiv:1911.01547arxiv:1907.10641arxiv:2311.07911arxiv:2311.12022arxiv:2411.04368arxiv:1904.09728arxiv:1903.00161arxiv:2009.03300arxiv:2304.06364arxiv:2103.03874arxiv:2110.14168arxiv:2108.07732

Benchmark scores (31)

benchmarkcategoryscorecontextconfevidence
IFEvalinstruction-following80.2[IFEval][ifeval]medium| [IFEval][ifeval] | 0-shot | 80.2 | 90.2 | 88.9 | 90.4 |
DocVQAmultimodal75.8[DocVQA][]medium| [DocVQA][docvqa] | 75.8 | 87.1 | 86.6 |
DocVQAmultimodal72.8[DocVQA][] (val)medium| [DocVQA][docvqa] (val) | 72.8 | 82.3 | 85.6 |
ChartQAmultimodal68.8[ChartQA][]medium| [ChartQA][chartqa] | 68.8 | 75.7 | 78.0 |
PIQAknowledge67.7[PIQA][]medium| [PIQA][piqa] | 0-shot | 67.7 |
GSM8Kmath62.8[GSM8K][]medium| [GSM8K][gsm8k] | 0-shot | 62.8 | 89.2 | 94.4 | 95.9 |
BoolQknowledge61.4[BoolQ][]medium| [BoolQ][boolq] | 0-shot | 61.4 |
MMLUknowledge59.6[MMLU][]medium| [MMLU][mmlu] | 5-shot | 59.6 | 74.5 | 78.6 |
WinoGrandeknowledge52.0[WinoGrande][]medium| [WinoGrande][winogrande] | 5-shot | 52.0 |
IFEvalinstruction-following51.2[IF Eval][ifeval]medium| [IF Eval][ifeval] | 0-shot | 51.2 |
MathVistamultimodal50.0[MathVista][] (testmini)medium| [MathVista][mathvista] (testmini) | 50.0 | 62.9 | 67.6 |
MMMUmultimodal48.8[MMMU][] (val)medium| [MMMU][mmmu] (val) | 48.8 | 59.6 | 64.9 |
MATHmath48.0[Math][]medium| [Math][math] | 0-shot | 48.0 | 75.6 | 83.8 | 89.0 |
DROPreasoning42.4[DROP][]medium| [DROP][drop] | 1-shot | 42.4 | 60.1 | 72.2 | 77.2 |
AGIEvalreasoning42.1[AGIEval][]medium| [AGIEval][agieval] | 3-5-shot | 42.1 | 57.4 | 66.2 |
HumanEvalcoding41.5[HumanEval][]medium| [HumanEval][humaneval] | 0-shot | 41.5 | 71.3 | 85.4 | 87.8 |
HellaSwagknowledge40.9[HellaSwag][]medium| [HellaSwag][hellaswag] | 10-shot | 40.9 |
MMMUmultimodal39.2[MMMU][] (pt)medium| [MMMU][mmmu] (pt) | 39.2 | 50.3 | 56.1 |
MBPPcoding35.2[MBPP][]medium| [MBPP][mbpp] | 3-shot | 35.2 | 63.2 | 73.0 | 74.4 |
MMLUknowledge34.2[Global-MMLU-Lite][global--lite]medium| [Global-MMLU-Lite][global-mmlu-lite] | 0-shot | 34.2 | 54.5 | 69.5 | 75.1 |
MMLUknowledge29.2[MMLU][] (Pro COT)medium| [MMLU][mmlu] (Pro COT) | 5-shot | 29.2 | 45.3 | 52.2 |
BBHreasoning26.7[BIG-Bench Hard][]medium| [BIG-Bench Hard][bbh] | few-shot | 26.7 |
MATHmath24.2[MATH][]medium| [MATH][math] | 4-shot | 24.2 | 43.3 | 50.0 |
GPQAreasoning19.2[GPQA][] Diamondmedium| [GPQA][gpqa] Diamond | 0-shot | 19.2 | 30.8 | 40.9 | 42.4 |
TriviaQAknowledge15.4[TriviaQA][]medium| [TriviaQA][triviaqa] | 5-shot | 15.4 |
GPQAreasoning15.0[GPQA][]medium| [GPQA][gpqa] | 5-shot | 15.0 | 25.4 | 24.3 |
MMLUknowledge14.7[MMLU][] (Pro)medium| [MMLU][mmlu] (Pro) | 0-shot | 14.7 | 43.6 | 60.6 | 67.5 |
BigBenchreasoning7.2[BIG-Bench Extra Hard][bbeh]medium| [BIG-Bench Extra Hard][bbeh] | 0-shot | 7.2 | 11.0 | 16.3 | 19.3 |
SimpleQAknowledge2.2[SimpleQA][]medium| [SimpleQA][simpleqa] | 0-shot | 2.2 | 4.0 | 6.3 | 10.0 |
MGSMmath2.04[MGSM][]medium| [MGSM][mgsm] | 2.04 | 34.7 | 64.3 | 74.3 |
LiveCodeBenchcoding1.9[LiveCodeBench][lcb]medium| [LiveCodeBench][lcb] | 0-shot | 1.9 | 12.6 | 24.6 | 29.7 |

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