HF Model & Benchmark Matrix

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

Qwen2-7B

Qwen/Qwen2-7B

kind
original
quant
bf16 (16-bit)
family
qwen
modality
text-generation
root model
Qwen/Qwen2-7B
provider
Qwen
license
apache-2.0
language
en
context
—
library
—
vRAM (GB)
—
size on disk
—
downloads
89,240
likes
173
created
—
last modified
2024-06-06T14:41:44+00:00 (2024)
huggingface
https://huggingface.co/Qwen/Qwen2-7B
tags
transformerssafetensorsqwen2text-generationpretrainedconversationalenlicense:apache-2.0eval-resultstext-generation-inferenceendpoints_compatibleregion:usdeploy:sagemaker

Benchmark scores (14)

benchmarkcategoryscorecontextconfevidence
HellaSwagknowledge83.2HellaSwagmedium| HellaSwag | **83.2** | 82.2 | 82.1 | 78.5 | 80.7 |
WinoGrandeknowledge78.4Winograndemedium| Winogrande | 78.4 | **79.0** | 77.4 | 71.3 | 77.0 |
MMLUknowledge64.2MMLUmedium| MMLU | 64.2 | 64.6 | 66.6 | 61.0 | **70.3** |
BBHreasoning56.1BBHmedium| BBH | 56.1 | 55.1 | 57.7 | 40.2 | **62.6** |
GSM8Kmath52.2GSM8Kmedium| GSM8K | 52.2 | 46.4 | 56.0 | 62.5 | **79.9** |
MBPPcoding51.1MBPPmedium| MBPP | 51.1 | 50.6 | 53.9 | 51.6 | **65.9** |
CMMLUknowledge50.8CMMLUmedium| CMMLU | - | - | 50.8 | 73.1 | **83.9** |
C-Evalknowledge47.4C-Evalmedium| C-Eval | 47.4 | 43.6 | 49.5 | 74.1 | **83.2** |
TruthfulQAsafety42.2TruthfulQAmedium| TruthfulQA | 42.2 | 44.8 | 44.0 | 51.1 | **54.2** |
EvalPluscoding36.4EvalPlusmedium| EvalPlus | 36.4 | 39.6 | 40.3 | 40.0 | **54.2** |
MMLU-Proknowledge30.9MMLU-Promedium| MMLU-Pro | 30.9 | 33.7 | 35.4 | 29.9 | **40.0** |
HumanEvalcoding29.3HumanEvalmedium| HumanEval | 29.3 | 37.2 | 33.5 | 36.0 | **51.2** |
GPQAreasoning24.7GPQAmedium| GPQA | 24.7 | 25.7 | 25.8 | 26.7 | **31.8** |
MATHmath13.1MATHmedium| MATH | 13.1 | 24.3 | 20.5 | 20.3 | **44.2** |

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