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Qwen 7B by Qwen

 »  All LLMs  »  Qwen  »  Qwen 7B   URL Share it on

  7614   
  Arxiv:2309.16609   Autotrain compatible   Custom code   En   Qwen   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen-7B 

Qwen 7B Benchmarks

ARC: 51.37 vs 96.7 (so35)-46.9%
HellaSwag: 78.47 vs 95.3 (gpt4)-17.7%
MMLU: 59.84 vs 88.3 (so35)-32.2%
TruthfulQA: 47.79 vs 59 (gpt4)-19%
WinoGrande: 72.69 vs 87.5 (gpt4)-16.9%
GSM8K: 44.96 vs 96.4 (so35)-53.4%
LLME Score: 0.17693
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen 7B (Qwen/Qwen-7B)
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Qwen 7B Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
text generation, AI assistant
Applications:
general use across different domains
Primary Use Cases:
AI-driven textual generation and assistance
Additional Notes 
Enhanced model architecture for broader language support and scalability.
Supported Languages 
Chinese (high-level proficiency), English (high-level proficiency), Multilingual (broad coverage including various languages)
Training Details 
Data Sources:
web texts, books, codes, mathematics, various domains
Data Volume:
over 2.4 trillion tokens
Methodology:
Transformer-based language model, trained with alignment techniques on the base model
Context Length:
8192
Hardware Used:
supports flash-attention
Model Architecture:
32 layers, 32 heads, d_model of 4096, vocabulary of 151851 tokens
Input Output 
Input Format:
text prompt
Accepted Modalities:
text
Output Format:
text generation
Performance Tips:
Optimize vocabulary and hardware for multilingual processing.
LLM NameQwen 7B
Repository 🤗https://huggingface.co/Qwen/Qwen-7B 
Model Size7b
Required VRAM15.3 GB
Updated2025-10-26
MaintainerQwen
Model Typeqwen
Model Files  2.0 GB: 1-of-8   2.0 GB: 2-of-8   2.0 GB: 3-of-8   2.0 GB: 4-of-8   2.0 GB: 5-of-8   2.0 GB: 6-of-8   2.0 GB: 7-of-8   1.3 GB: 8-of-8
Supported Languageszh en
Model ArchitectureQWenLMHeadModel
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.32.0
Tokenizer ClassQWenTokenizer
Vocabulary Size151936

Best Alternatives to Qwen 7B

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Context / RAM
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Qwen 7B Chat32K / 15.3 GB43662783
Qwen 7B Chat Int832K / 9 GB10878
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Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen-7B.

Rank the Qwen 7B Capabilities

🆘 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! 🌟

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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Release v20241124
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