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

 »  All LLMs  »  mlx-community  »  Qwen1.5 7B Chat 4bit   URL Share it on

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  4bit   Chat   Conversational   En   Mlx   Quantized   Qwen2   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/mlx-community/Qwen1.5-7B-Chat-4bit 

Qwen1.5 7B Chat 4bit Benchmarks

ARC: 54.35 vs 96.7 (so35)-43.8%
HellaSwag: 76.8 vs 95.3 (gpt4)-19.4%
MMLU: 61.31 vs 88.3 (so35)-30.6%
TruthfulQA: 50.17 vs 59 (gpt4)-15%
WinoGrande: 69.77 vs 87.5 (gpt4)-20.3%
GSM8K: 19.86 vs 96.4 (so35)-79.4%
LLME Score: 0.19568
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen1.5 7B Chat 4bit (mlx-community/Qwen1.5-7B-Chat-4bit)

Qwen1.5 7B Chat 4bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model was converted to MLX format.
LLM NameQwen1.5 7B Chat 4bit
Repository 🤗https://huggingface.co/mlx-community/Qwen1.5-7B-Chat-4bit 
Base Model(s)  ... Chat Roleplay Chat Lora Small   svjack/Genshin_Impact_Qwen_1_5_Plot_Chat_roleplay_chat_lora_small
Model Size7b
Required VRAM5.2 GB
Updated2025-02-22
Maintainermlx-community
Model Typeqwen2
Model Files  5.2 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.38.2
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/Qwen1.5-7B-Chat-4bit.

Rank the Qwen1.5 7B Chat 4bit 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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