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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: 0.50671
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

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
Updated2024-09-07
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
Downloads
VRAM
Qwen2 7B Instruct AWQ171106105 GB
Qwen2 7B Instruct GPTQ Int41848005 GB
Qwen2 7B Instruct GPTQ Int81635888 GB
Qwen2 7B Instruct GGUF73741 GB
Qwen2 7B Instruct GGUF11903 GB
Qwen2 7B Instruct GGUF0773 GB

Best Alternatives to Qwen2 7B Instruct

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Qwen2 7B Instruct V0.1128K / 15.2 GB409681
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Qwen2 7B Instruct V0.4128K / 15.2 GB410081
Qwen2 7B Instruct V0.5128K / 15.2 GB410191
Qwen2 7B Instruct V0.7128K / 15.2 GB409721
Qwen2 7B Instruct V0.3128K / 15.2 GB409431

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 v2024072803
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