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Qwen1.5 7B by Qwen

 »  All LLMs  »  Qwen  »  Qwen1.5 7B   URL Share it on

  47986   
  Arxiv:2309.16609   Autotrain compatible   Conversational   En   Endpoints compatible   Pretrained   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen1.5-7B 

Qwen1.5 7B Benchmarks

MMLU Pro: 21.29
GPQA: 6.49
MUSR: 9.16
BBH: 23.08
IFEval: 26.84 vs 88 (so35)-69.5%
ARC: 54.18 vs 96.7 (so35)-44%
HellaSwag: 78.51 vs 95.3 (gpt4)-17.6%
MMLU: 61.97 vs 88.3 (so35)-29.8%
TruthfulQA: 51.08 vs 59 (gpt4)-13.4%
WinoGrande: 71.27 vs 87.5 (gpt4)-18.5%
GSM8K: 53.53 vs 96.4 (so35)-44.5%
MATH Lvl 5: 9.29
LLME Score: 0.29245
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen1.5 7B (Qwen/Qwen1.5-7B)

Qwen1.5 7B Parameters and Internals

Model Type 
decoder-only, transformer-based, pretrained
Use Cases 
Considerations:
We advise not using base language models for text generation without post-training.
Additional Notes 
Qwen1.5 is the beta version of Qwen2, supporting multilingual capabilities and significant performance improvements.
Supported Languages 
en (unknown)
Training Details 
Model Architecture:
Based on Transformer architecture with SwiGLU activation, attention QKV bias, group query attention, mixture of sliding window attention and full attention, etc.
LLM NameQwen1.5 7B
Repository 🤗https://huggingface.co/Qwen/Qwen1.5-7B 
Model Size7b
Required VRAM15.5 GB
Updated2025-03-18
MaintainerQwen
Model Typeqwen2
Model Files  4.0 GB: 1-of-4   4.0 GB: 2-of-4   4.0 GB: 3-of-4   3.5 GB: 4-of-4
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.37.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen1.5-7B.

Rank the Qwen1.5 7B 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 v20241227
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