HF Model & Benchmark Matrix

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

Qwen2-1.5B

Qwen/Qwen2-1.5B

kind
original
quant
bf16 (16-bit)
family
qwen
modality
text-generation
root model
Qwen/Qwen2-1.5B
provider
Qwen
license
apache-2.0
language
en
context
—
library
—
vRAM (GB)
—
size on disk
—
downloads
149,759
likes
102
created
—
last modified
2024-06-06T14:36:18+00:00 (2024)
huggingface
https://huggingface.co/Qwen/Qwen2-1.5B
tags
transformerssafetensorsqwen2text-generationpretrainedconversationalenlicense:apache-2.0eval-resultstext-generation-inferenceendpoints_compatibleregion:us

Benchmark scores (12)

benchmarkcategoryscorecontextconfevidence
WinoGrandeknowledge74.4Winograndemedium| Winogrande | **74.4** | 66.8 | - | 60.3 | 56.8 | 66.2 |
HellaSwagknowledge73.1HellaSwagmedium| HellaSwag | **73.1** | 71.4 | 68.3 | 61.4 | 49.3 | 66.6 |
GSM8Kmath57.2GSM8Kmedium| GSM8K | 57.2 | 17.7 | 53.8 | 38.4 | 36.5 | **58.5** |
MBPPcoding55.0MBPPmedium| MBPP | **55.0** | 29.2 | 47.3 | 18.0 | 22.0 | 37.4 |
MMLUknowledge52.7MMLUmedium| MMLU | 52.7 | 42.3 | 53.5 | 46.8 | 45.4 | **56.5** |
HumanEvalcoding47.6HumanEvalmedium| HumanEval | 47.6 | 22.0 | **50.0** | 20.1 | 22.0 | 31.1 |
TruthfulQAsafety44.5TruthfulQAmedium| TruthfulQA | 44.5 | 33.1 | - | 39.4 | 39.7 | **45.9** |
BBHreasoning43.4BBHmedium| BBH | **43.4** | 35.2 | 36.9 | 24.2 | 28.4 | 37.2 |
CMMLUknowledge24.2CMMLUmedium| CMMLU | 24.2 | - | 51.1 | 57.8 | 55.1 | **70.3** |
C-Evalknowledge23.4C-Evalmedium| C-Eval | 23.4 | 28.0 | 51.1 | 59.7 | 58.2 | **70.6** |
MMLU-Proknowledge15.9MMLU-Promedium| MMLU-Pro | - | 15.9 | - | - | 14.7 | 21.8 |
MATHmath3.5MATHmedium| MATH | 3.5 | 11.8 | 10.2 | 10.1 | 10.7 | **21.7** |

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