Qwen2 7B 8bit by mlx-community

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Qwen2 7B 8bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2 7B 8bit (mlx-community/Qwen2-7B-8bit)

Qwen2 7B 8bit Parameters and Internals

Model Type 
text generation
LLM NameQwen2 7B 8bit
Repository ๐Ÿค—https://huggingface.co/mlx-community/Qwen2-7B-8bit 
Model Size7b
Required VRAM8.1 GB
Updated2025-02-22
Maintainermlx-community
Model Typeqwen2
Model Files  5.3 GB: 1-of-2   2.8 GB: 2-of-2
Supported Languagesen
Quantization Type8bit
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

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Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen2-7B-8bit.

Rank the Qwen2 7B 8bit 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