HF Model & Benchmark Matrix

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

Qwen2-57B-A14B

Qwen/Qwen2-57B-A14B

kind
original
quant
bf16 (16-bit)
family
qwen
modality
text-generation
root model
Qwen/Qwen2-57B-A14B
provider
Qwen
license
apache-2.0
language
en
context
—
library
—
vRAM (GB)
—
size on disk
—
downloads
10,141
likes
58
created
—
last modified
2024-06-16T07:39:55+00:00 (2024)
huggingface
https://huggingface.co/Qwen/Qwen2-57B-A14B
tags
transformerssafetensorsqwen2_moetext-generationpretrainedmoeconversationalenlicense:apache-2.0endpoints_compatibleregion:us

Benchmark scores (14)

benchmarkcategoryscorecontextconfevidence
HellaSwagknowledge87.1HellaSwagmedium| HellaSwag | **87.1** | 86.5 | 85.9 | 85.0 | 85.2 |
CMMLUknowledge84.8CMMLUmedium| CMMLU | - | - | 84.8 | 82.3 | **88.5** |
C-Evalknowledge83.5C-Evalmedium| C-Eval | - | - | - | 83.5 | **87.7** |
WinoGrandeknowledge82.5Winograndemedium| Winogrande | 82.5 | 81.9 | **84.9** | 81.5 | 79.5 |
MMLUknowledge67.4MMLUmedium| MMLU | 67.4 | 71.8 | **77.1** | 74.3 | 76.5 |
MBPPcoding63.9MBPPmedium| MBPP | - | 63.9 | 65.5 | 64.2 | **71.9** |
GSM8Kmath59.9GSM8Kmedium| GSM8K | 59.9 | 62.5 | **82.7** | 76.8 | 80.7 |
TruthfulQAsafety46.4TruthfulQAmedium| TruthfulQA | 46.4 | 51.1 | 53.9 | 57.4 | **57.7** |
EvalPluscoding46.4EvalPlusmedium| EvalPlus | - | 46.4 | 51.9 | 50.4 | **57.2** |
BBHreasoning45.4BBHmedium| BBH | 45.4 | 50.3 | **76.4** | 66.8 | 67.0 |
MMLU-Proknowledge41.0MMLU-Promedium| MMLU-Pro | - | 41.0 | **48.3** | 44.0 | 43.0 |
MATHmath30.8MATHmedium| MATH | - | 30.8 | 41.7 | 36.1 | **43.0** |
HumanEvalcoding29.3HumanEvalmedium| HumanEval | 29.3 | 37.2 | 46.3 | 43.3 | **53.0** |
GPQAreasoning29.2GPQAmedium| GPQA | - | 29.2 | - | 30.8 | **34.3** |

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