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Qwen2 7B Instruct 4bit by mlx-community

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  4bit   Chat   Conversational   En   Instruct   Mlx   Quantized   Qwen2   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/mlx-community/Qwen2-7B-Instruct-4bit 

Qwen2 7B Instruct 4bit Benchmarks

LLME Score: 0.20753
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 4bit (mlx-community/Qwen2-7B-Instruct-4bit)

Qwen2 7B Instruct 4bit Parameters and Internals

Model Type 
chat, text-generation
Use Cases 
Areas:
chat, text-generation
Supported Languages 
en (high)
LLM NameQwen2 7B Instruct 4bit
Repository 🤗https://huggingface.co/mlx-community/Qwen2-7B-Instruct-4bit 
Base Model(s)  Qwen2 7B Instruct Nf4   fubuki9/Qwen2-7B-Instruct-nf4
Model Size7b
Required VRAM4.3 GB
Updated2025-03-13
Maintainermlx-community
Model Typeqwen2
Instruction-BasedYes
Model Files  4.3 GB
Supported Languagesen
Quantization Type4bit
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 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...B Instruct 1M Unsloth Bnb 4bit986K / 7.5 GB13052
Qwen2.5 7B Instruct 1M 4bit986K / 4.3 GB6497
Qwen2.5 7B Instruct 1M 8bit986K / 8.1 GB1643
Qwen2.5 7B Instruct 1M 6bit986K / 6.2 GB1192
Distill Qw Test32K / 15.2 GB280
...5 7B Instruct Unsloth Bnb 4bit32K / 7.2 GB827842
Zirel 7B Math32K / 15.2 GB360
Mini QwQ32K / 15.2 GB391
Qwen2.5 7B Instruct Bnb 4bit32K / 5.5 GB85733111
AetherSett32K / 15.2 GB361
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen2-7B-Instruct-4bit.

Rank the Qwen2 7B Instruct 4bit Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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