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Qwen1.5 110B Chat 4bit by mlx-community

 »  All LLMs  »  mlx-community  »  Qwen1.5 110B Chat 4bit   URL Share it on

  5   
  4bit   Chat   Conversational   En   Mlx   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/Qwen1.5-110B-Chat-4bit 

Qwen1.5 110B Chat 4bit Benchmarks

ARC: 72.01 vs 96.7 (so35)-25.5%
HellaSwag: 84.67 vs 95.3 (gpt4)-11.2%
MMLU: 78.04 vs 88.3 (so35)-11.6%
TruthfulQA: 65.86 vs 59 (gpt4)11.6%
WinoGrande: 77.35 vs 87.5 (gpt4)-11.6%
GSM8K: 30.1 vs 96.4 (so35)-68.8%
LLME Score: 0.19693
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen1.5 110B Chat 4bit (mlx-community/Qwen1.5-110B-Chat-4bit)

Qwen1.5 110B Chat 4bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model was converted to MLX format.
Supported Languages 
en (support)
LLM NameQwen1.5 110B Chat 4bit
Repository 🤗https://huggingface.co/mlx-community/Qwen1.5-110B-Chat-4bit 
Base Model(s)  Qwen/Qwen1.5-110B-Chat   Qwen/Qwen1.5-110B-Chat
Model Size110b
Required VRAM62.2 GB
Updated2025-02-05
Maintainermlx-community
Model Typeqwen2
Model Files  5.4 GB: 1-of-12   5.4 GB: 2-of-12   5.3 GB: 3-of-12   5.3 GB: 4-of-12   5.3 GB: 5-of-12   5.3 GB: 6-of-12   5.3 GB: 7-of-12   5.3 GB: 8-of-12   5.3 GB: 9-of-12   5.3 GB: 10-of-12   5.3 GB: 11-of-12   3.7 GB: 12-of-12
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
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/Qwen1.5-110B-Chat-4bit.

Rank the Qwen1.5 110B 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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