Qwen1.5 MoE A2.7B Chat 4bit by mlx-community

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  4bit   Conversational   En   Mlx   Moe   Pretrained   Quantized   Qwen2 moe   Region:us   Safetensors   Sharded   Tensorflow

Qwen1.5 MoE A2.7B Chat 4bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen1.5 MoE A2.7B Chat 4bit (mlx-community/Qwen1.5-MoE-A2.7B-Chat-4bit)

Qwen1.5 MoE A2.7B Chat 4bit Parameters and Internals

Model Type 
text generation
Additional Notes 
Converted to MLX format.
Supported Languages 
en (high proficiency)
LLM NameQwen1.5 MoE A2.7B Chat 4bit
Repository ๐Ÿค—https://huggingface.co/mlx-community/Qwen1.5-MoE-A2.7B-Chat-4bit 
Model Size2.5b
Required VRAM8.5 GB
Updated2024-12-22
Maintainermlx-community
Model Typeqwen2_moe
Model Files  5.4 GB: 1-of-2   3.1 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2MoeForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.40.0.dev0
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen1.5-MoE-A2.7B-Chat-4bit.

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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 v20241217