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Qwen2 7B Instruct MLX by Qwen

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Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen2-7B-Instruct-MLX 

Qwen2 7B Instruct MLX Benchmarks

LLME Score: 0.22722
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 MLX (Qwen/Qwen2-7B-Instruct-MLX)

Qwen2 7B Instruct MLX Parameters and Internals

Model Type 
text generation, multilingual
Additional Notes 
This is the MLX quantized model of Qwen2-0.5B-Instruct.
Supported Languages 
en (default)
Training Details 
Methodology:
Pretraining with a large amount of data; post-training with supervised finetuning and direct preference optimization.
Model Architecture:
Transformer architecture with SwiGLU activation, attention QKV bias, group query attention, improved tokenizer.
LLM NameQwen2 7B Instruct MLX
Repository 🤗https://huggingface.co/Qwen/Qwen2-7B-Instruct-MLX 
Model Size7b
Required VRAM4.3 GB
Updated2025-02-05
MaintainerQwen
Model Typeqwen2
Instruction-BasedYes
Model Files  4.3 GB
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

Best Alternatives to Qwen2 7B Instruct MLX

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Context / RAM
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Likes
Qwen2.5 7B Instruct 1M986K / 15.4 GB25044175
Qwen2.5 7B RRP 1M986K / 15.2 GB974
COCO 7B Instruct 1M986K / 15.2 GB738
Q2.5 Instruct 1M Harmony986K / 15.2 GB350
Impish QWEN 7B 1M986K / 15.2 GB391
Qwen2.5 7B DeepSeek R1 1M986K / 15.2 GB508
Mergekit Della Linear Vmeykci986K / 16.2 GB110
MwM 7B CoT Merge1986K / 15.2 GB222
SJT 7B 1M986K / 15.2 GB131
....5 7B DeepSeek BunnyHarmony 1M986K / 14.8 GB01
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2-7B-Instruct-MLX.

Rank the Qwen2 7B Instruct MLX 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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