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Qwen2 7B Instruct by Qwen

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  Arxiv:2309.00071   Autotrain compatible Base model:finetune:qwen/qwen2...   Base model:qwen/qwen2-7b   Chat   Conversational   En   Endpoints compatible   Instruct   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Qwen2 7B Instruct Benchmarks

MMLU Pro: 31.64
GPQA: 6.38
MUSR: 7.37
BBH: 37.81
IFEval: 56.79 vs 88 (so35)-35.5%
MATH Lvl 5: 8.61
LLME Score: 0.47762
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Qwen2 7B Instruct Parameters and Internals

Model Type 
decoder, language model
Use Cases 
Areas:
research, text generation, multilingual processing, coding
Primary Use Cases:
language understanding, language generation, multilingual capability, coding, mathematics, reasoning
Considerations:
Ensure performance on shorter texts may be impacted when rope_scaling is configured for long texts.
Supported Languages 
en (English)
Training Details 
Data Volume:
large amount of data
Methodology:
supervised finetuning and direct preference optimization
Context Length:
131072
Model Architecture:
Transformer with SwiGLU activation, attention QKV bias, and group query attention
Input Output 
Accepted Modalities:
text
Performance Tips:
For handling long texts, enable YARN configuration in settings.
LLM NameQwen2 7B Instruct
Repository 🤗https://huggingface.co/Qwen/Qwen2-7B-Instruct 
Base Model(s)  Qwen2 7B   Qwen/Qwen2-7B
Model Size7b
Required VRAM15.4 GB
Updated2024-11-21
MaintainerQwen
Model Typeqwen2
Instruction-BasedYes
Model Files  4.0 GB: 1-of-4   3.9 GB: 2-of-4   3.9 GB: 3-of-4   3.6 GB: 4-of-4
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace
Qwen2 7B Instruct (Qwen/Qwen2-7B-Instruct)

Quantized Models of the Qwen2 7B Instruct

Model
Likes
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VRAM
Qwen2 7B Instruct GGUF921305421 GB
Qwen2 7B Instruct GPTQ Int42347465 GB
Qwen2 7B Instruct GPTQ Int81623758 GB
Qwen2 7B Instruct AWQ1921205 GB
Qwen2 7B Instruct GGUF11693 GB
Qwen2 7B Instruct GGUF0673 GB

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Qwen2 7B Instruct V0.4128K / 15.2 GB410081

Rank the Qwen2 7B 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 v20241110
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