HF Model & Benchmark Matrix

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

Qwen2.5-VL-7B-Instruct

Qwen/Qwen2.5-VL-7B-Instruct

kind
original
quant
bf16 (16-bit)
family
qwen
modality
image-text-to-text
root model
Qwen/Qwen2.5-VL-7B-Instruct
provider
Qwen
license
—
language
—
context
32,768
library
—
vRAM (GB)
—
size on disk
—
downloads
9,148,348
likes
1,653
created
—
last modified
2025-04-06T16:23:01+00:00 (2025)
huggingface
https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct
tags
transformerssafetensorsqwen2_5_vlimage-text-to-textmultimodalconversationalenarxiv:2309.00071arxiv:2409.12191arxiv:2308.12966license:apache-2.0eval-resultstext-generation-inferenceendpoints_compatibledeploy: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 |

Discussions (74)

titleauthorstatuscommentstype
erp2newapi980draft0disc
Delete model-00001-of-00005.safetensorskiel2open0disc
Multilingual powerhouse — testing for mobile deployment3morixdopen0disc
Listed on OpenModelMapduola15open0disc
Add MMMU-Pro evaluation resultSaylorTwiftopen0disc
Qwen2.57Binitmiaohuairuidraft0disc
科研需求zjutEvandraft0disc
Add ScreenSpot-Pro evaluation result (Qwen2.5-VL-7B-Instruct)merveopen0disc
Add missing Apache-2.0 license (aligned with other Qwen model repos)angel-alopen0disc
Report Model not working via Hugging Face Router (50001 Internal Error)Mustafahmdanopen0disc
The model suddenly is not workingMustafahmdanopen0disc
Token Count Calculation in SFT Data Distribution Curationtcy006open0disc
Transformers Version Errorthyjeffopen0disc
Create app.pyaabdullh100closed0disc
Optimal image format and sizeyiftachdopen0disc
weien2weien2538draft0disc
Why tie_word_embeddings is False for 7B model?pengzhenghao97open0disc
RTX 4090 with 24 GB VRAM train qwen2.5 7b using LLaMA Factory out of memoryislandzysclosed0disc
Update README.mdstevezkwopen0disc
Fix Video Inference - TypeError: process_vision_info() got an unexpected keyword argument 'return_video_kwargs'developer0hyeopen0disc
Batch inference gives addCriterionclyao-123open0disc
Output logits differ significantly for differenet attn_implementations on image inputspeefcatopen0disc
Confusion with the parameter fixed in visual ViT merger in source code.Bytes-Linopen0disc
Update README.mdxiaowei4aiopen0disc
In-context learningGilad-Deutchopen0disc
"ValueError: Image features and image tokens do not match: tokens: 0, features 2852"jdkruzropen0disc
Context LengthFujiaoopen0disc
run erroryangtao1open0disc
Model cannot be downloadedsadabshiperopen0disc
Model Loading Issue: Some weights of the model checkpoint at Qwen/Qwen2.5-VL-7B-Instruct were not used when initializing Qwen2_5_VLForConditionalGeneration:AmazingK2k3closed0disc
support function calling?tasiaopen0disc
Video Inference --> RuntimeError: torch.cat(): expected a non-empty list of Tensorscaputopen0disc
Inference on Tesla P40*2 or RTX 2080Ti *2, after fixing a bug(?)luweigenopen0disc
CUDA out of memory for video understandingluweigenclosed0disc
Update README.mdhemanthoopen0disc
Chat template does not worktonydavis629open0disc
Poor performance with simple table extraction taskhanshupeopen0disc
Base model for Qwen2.5-VL-7B-InstructzzlynxSGopen0disc
Request: DOImojan3open0disc
Best image resolution to OCR documents.pashkashclosed0disc
Update README.md1h2bclosed0disc
pixel_values to RGB imageococqopen0disc
Update README.mdteowuopen0disc
Qwen2.5-VL-7B-Instruct License?radamesopen0disc
Add link to paper pagenielsropen0disc
For now, use this version of Transformers for vLLM.mkvnopen0disc
Fine-tuning for Image Captioning and Image QA with Segmented Imagesbadhon1512open0disc
Model architectures ['Qwen2_5_VLForConditionalGeneration'] are not supported for now.liujh123open0disc
No module named 'transformers.models.qwen2_5_vl.image_processing_qwen2_5_vl'risonlovesakuraopen0disc
XXXmpasternakopen0disc
Update preprocessor_config.jsonIsotr0pymerged0disc
finetuneandrewdeeplearningopen0disc
CUDA out of memorygoodzhangyu1999closed0disc
[Error] (Qwen2.5-VL-instruct-7B) Qwen2TokenizerFast object has no attribute 'tokenizer'yus002open0disc
Vision tokens missing from chat templatedepasqualeopen0disc
Batch Inference会报错dingguofengopen0disc
Hardware and vram requiremnt to run this model?IronmanSnapopen0disc
Import error of ImportError of 'Qwen2_5_VLForConditionalGeneration' from transformers libraryakbarmq01closed0disc
Request: DOIarashinokageopen0disc
Can we use tools with this model?barleyspectacularopen0disc
Qwen2.5-VL-7B-Instructkody111closed0disc
Bounding boxes coordinatesljoanaopen0disc
What engine can I use to deploy this model?jjovalle99open0disc
Finetuning scripts for Qwen2.5-VL (No llama-factory)2U1open0disc
How to output in a Structured format with pydantic model in transformers model?Vishva007closed0disc
Merging "Qwen2.5-7B-Instruct" text adapter into "Qwen2.5-VL-7B-Instruct" modelrameshchopen0disc
Video Inference - TypeError: process_vision_info() got an unexpected keyword argument 'return_video_kwargs'rameshchopen0disc
Base models?dbasuopen0disc
Ollama support?YarvixPAopen0disc
some scores for minicpm-o 2.6 are not quite correctyuzaaopen0disc
Provided code snippet not working?alexpongopen0disc
Why are the 14b~32b models ignored again?win10open0disc
Exception: Could not find the transformer layer class to wrap in the model.atishay-scribeopen0disc
remove base_modelvictormerged0disc
Hugging Face model & benchmark data scraped & matrix-ified. 24,078 variants · 14,984 scores · 120 benchmarks.