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

Qwen2 VL 2B Instruct Benchmarks

nn.n% โ€” How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sponsored by Nebius

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 ๐Ÿค—https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct 
Base Model(s)  Qwen2 VL 2B Instruct   Qwen/Qwen2-VL-2B-Instruct
Model Size2b
Required VRAM4.4โ€ฏGB
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 GPTQ Int4196513562 GB
Qwen2 VL 2B Instruct AWQ2067263 GB
Qwen2 VL 2B Instruct GPTQ Int81331403 GB

Best Alternatives to Qwen2 VL 2B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2 VL 2B Instruct GPTQ Int432K / 2.5โ€‰GB65135619
Qwen2 VL 2B Instruct AWQ32K / 3โ€‰GB672620
Qwen2 VL 2B Instruct GPTQ Int832K / 3.1โ€‰GB314013
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

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

Instruction Following and Task Automation  
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Factuality and Completeness of Knowledge  
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Censorship and Alignment  
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Data Analysis and Insight Generation  
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Text Generation  
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Text Summarization and Feature Extraction  
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Code Generation  
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Multi-Language Support and Translation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227