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Qwen2 7B by Qwen

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

Qwen2 7B Benchmarks

MMLU Pro: 28.51
GPQA: 5.82
MUSR: 12.06
BBH: 25.53
IFEval: 27.75 vs 88 (so35)-68.5%
ARC: 59.73 vs 96.7 (so35)-38.2%
HellaSwag: 79.82 vs 95.3 (gpt4)-16.2%
MMLU: 70.45 vs 88.3 (so35)-20.2%
TruthfulQA: 53.14 vs 59 (gpt4)-9.9%
WinoGrande: 74.35 vs 87.5 (gpt4)-15%
GSM8K: 72.93 vs 96.4 (so35)-24.3%
MATH Lvl 5: 17.45
LLME Score: 0.37208
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Qwen2 7B Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Primary Use Cases:
Language understanding, language generation, multilingual capability, coding, mathematics, reasoning
Supported Languages 
English (proficient), Chinese (proficient), Multilingual (varied proficiency)
Training Details 
Methodology:
Transformer architecture with SwiGLU activation, attention QKV bias, group query attention.
Model Architecture:
Transformer
Input Output 
Accepted Modalities:
text
Performance Tips:
It is suggested to not use base language models for text generation directly. Instead, apply post-training techniques like SFT, RLHF, continued pretraining on this model.
LLM NameQwen2 7B
Repository 🤗https://huggingface.co/Qwen/Qwen2-7B 
Model Size7b
Required VRAM15.4 GB
Updated2024-12-02
MaintainerQwen
Model Typeqwen2
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 Length131072
Model Max Length131072
Transformers Version4.37.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace
Qwen2 7B (Qwen/Qwen2-7B)

Quantized Models of the Qwen2 7B

Model
Likes
Downloads
VRAM
...lphin 2.9.2 Qwen2 7B Bpw6 EXL2196 GB
Samantha Qwen2 7B AWQ075 GB

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Samantha Qwen 2 7B128K / 15.2 GB64852
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2-7B.

Rank the Qwen2 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 v20241124
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