HF Model & Benchmark Matrix

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

Qwen2.5-VL-7B-Instruct-unsloth-bnb-4bit

unsloth/Qwen2.5-VL-7B-Instruct-unsloth-bnb-4bit

kind
bnb-4bit
quant
4bit
family
qwen
modality
image-text-to-text
root model
Qwen/Qwen2.5-VL-7B-Instruct
provider
unsloth
license
apache-2.0
language
en
context
32,768
library
transformers
vRAM (GB)
—
size on disk
—
downloads
12,326
likes
52
created
—
last modified
2025-09-16T15:19:20+00:00 (2025)
huggingface
https://huggingface.co/unsloth/Qwen2.5-VL-7B-Instruct-unsloth-bnb-4bit
tags
transformerssafetensorsqwen2_5_vlimage-text-to-textmultimodalunslothconversationalenarxiv:2309.00071arxiv:2409.12191arxiv:2308.12966base_model:Qwen/Qwen2.5-VL-7B-Instructbase_model:quantized:Qwen/Qwen2.5-VL-7B-Instructlicense:apache-2.0text-generation-inferenceendpoints_compatible4-bitbitsandbytesdeploy:azureregion:us

Benchmark scores (8)

benchmarkcategoryscorecontextconfevidence
DocVQAmultimodal93.0DocVQA<sub>test</sub>medium| DocVQA<sub>test</sub> | 93 | 93 | - | 94.5 | **95.7** |
ChartQAmultimodal84.8ChartQA<sub>test</sub>medium| ChartQA<sub>test</sub> | 84.8 | - | - | 83.0 | **87.3** |
MMBenchmultimodal79.4MMBench-V1.1-En<sub>test</sub>medium| MMBench-V1.1-En<sub>test</sub> | 79.4 | 78.0 | 76.0 | 80.7 | **82.6** |
MT-Benchchat63.7MMT-Bench<sub>test</sub>medium| MMT-Bench<sub>test</sub> | - | - | - | **63.7** | 63.6 |
MathVistamultimodal58.3MathVista<sub>testmini</sub>medium| MathVista<sub>testmini</sub> | 58.3 | 60.6 | 52.4 | 58.2 | **68.2** |
MMMUmultimodal56.0MMMU<sub>val</sub>medium| MMMU<sub>val</sub> | 56 | 50.4 | **60** | 54.1 | 58.6 |
MMMUmultimodal34.3MMMU-Pro<sub>val</sub>medium| MMMU-Pro<sub>val</sub> | 34.3 | - | 37.6 | 30.5 | 41.0 |
MMBenchmultimodal1.44MMBench-Videomedium| MMBench-Video | 1.44 | 1.79 |

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