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Qwen2 VL 2B Instruct by Qwen

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Base model:finetune:qwen/qwen2... Base model:qwen/qwen2-vl-2b-in...   Conversational   En   Instruct   Multimodal   Qwen2 vl   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct 

Qwen2 VL 2B Instruct Benchmarks

LLME Score: 0.17452
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2 VL 2B Instruct (Qwen/Qwen2-VL-2B-Instruct)
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Qwen2 VL 2B Instruct Parameters and Internals

Model Type 
multimodal, text generation
Use Cases 
Areas:
text generation, image understanding, video understanding
Limitations:
Lack of Audio Support, Data timeliness (updated until June 2023), Constraints in Individuals and Intellectual Property recognition, Limited Capacity for Complex Instruction, Insufficient Counting Accuracy, Weak Spatial Reasoning Skills
Supported Languages 
English (high), Chinese (high), European languages (varied), Japanese (varied), Korean (varied), Arabic (varied), Vietnamese (varied)
Input Output 
Input Format:
text, image, video
Accepted Modalities:
text, image, video
Output Format:
text
Performance Tips:
Enable flash_attention_2 for better acceleration and memory saving.
Release Notes 
Version:
2B
Notes:
Introduction of instruction-tuned Qwen2-VL model.
LLM NameQwen2 VL 2B Instruct
Repository 🤗https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct 
Base Model(s)  Qwen2 VL 2B Instruct   Qwen/Qwen2-VL-2B-Instruct
Model Size2b
Required VRAM4.4 GB
Updated2024-08-30
MaintainerQwen
Model Typeqwen2_vl
Instruction-BasedYes
Model Files  4.0 GB: 1-of-2   0.4 GB: 2-of-2
Supported Languagesen
Model ArchitectureQwen2VLForConditionalGeneration
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2 VL 2B Instruct

Model
Likes
Downloads
VRAM
Qwen2 VL 2B Instruct AWQ2425773 GB
Qwen2 VL 2B Instruct GPTQ Int42516012 GB
Qwen2 VL 2B Instruct GPTQ Int81412153 GB

Best Alternatives to Qwen2 VL 2B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2 VL 2B Instruct AWQ32K / 3 GB257724
Qwen2 VL 2B Instruct GPTQ Int432K / 2.5 GB160125
Qwen2 VL 2B Instruct GPTQ Int832K / 3.1 GB121514
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2-VL-2B-Instruct.

Rank the Qwen2 VL 2B Instruct Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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