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Qwen1.5 72B Chat 4bit by mlx-community

 »  All LLMs  »  mlx-community  »  Qwen1.5 72B Chat 4bit   URL Share it on

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  4bit   Chat   Conversational   En   Mlx   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/Qwen1.5-72B-Chat-4bit 

Qwen1.5 72B Chat 4bit Benchmarks

ARC: 68.52 vs 96.7 (so35)-29.1%
HellaSwag: 86.42 vs 95.3 (gpt4)-9.3%
MMLU: 77.44 vs 88.3 (so35)-12.3%
TruthfulQA: 63.9 vs 59 (gpt4)8.3%
WinoGrande: 79.08 vs 87.5 (gpt4)-9.6%
GSM8K: 20.39 vs 96.4 (so35)-78.8%
LLME Score: 0.18454
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen1.5 72B Chat 4bit (mlx-community/Qwen1.5-72B-Chat-4bit)

Qwen1.5 72B Chat 4bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model was converted to MLX format.
LLM NameQwen1.5 72B Chat 4bit
Repository 🤗https://huggingface.co/mlx-community/Qwen1.5-72B-Chat-4bit 
Base Model(s)  Qwen/Qwen1.5-72B-Chat   Qwen/Qwen1.5-72B-Chat
Model Size72b
Required VRAM42.6 GB
Updated2025-02-22
Maintainermlx-community
Model Typeqwen2
Model Files  5.3 GB: 1-of-8   5.3 GB: 2-of-8   5.3 GB: 3-of-8   5.4 GB: 4-of-8   5.4 GB: 5-of-8   5.4 GB: 6-of-8   5.4 GB: 7-of-8   5.1 GB: 8-of-8
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.38.2
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/Qwen1.5-72B-Chat-4bit.

Rank the Qwen1.5 72B 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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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