Qwen 72B Chat Int4 by Qwen

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  Arxiv:2009.03300   Arxiv:2305.08322   Arxiv:2307.11088   Arxiv:2309.16609   4-bit   Autotrain compatible   Custom code   En   Gptq   Qwen   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF ๐Ÿค—: https://huggingface.co/Qwen/Qwen-72B-Chat-Int4 

Qwen 72B Chat Int4 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen 72B Chat Int4 (Qwen/Qwen-72B-Chat-Int4)

Qwen 72B Chat Int4 Parameters and Internals

Model Type 
text-generation, AI assistant
Use Cases 
Areas:
research, commercial applications
Applications:
AI assistant, text generation, multilingual applications
Primary Use Cases:
AI applications, language generation
Additional Notes 
Supports system prompts for role playing, language style transfer, task setting, and behavior setting.
Supported Languages 
en (High), zh (High), others (Multilingual support)
Training Details 
Data Sources:
web texts, books, codes
Data Volume:
Over 3 trillion tokens
Methodology:
Training with alignment techniques
Context Length:
32768
Model Architecture:
Transformer-based
Input Output 
Accepted Modalities:
text
Output Format:
Generated text outputs
Performance Tips:
Installation of `flash-attention` recommended for efficiency.
LLM NameQwen 72B Chat Int4
Repository ๐Ÿค—https://huggingface.co/Qwen/Qwen-72B-Chat-Int4 
Model Size72b
Required VRAM40.8 GB
Updated2025-02-22
MaintainerQwen
Model Typeqwen
Model Files  2.5 GB: 1-of-21   1.9 GB: 2-of-21   1.9 GB: 3-of-21   1.9 GB: 4-of-21   1.9 GB: 5-of-21   1.9 GB: 6-of-21   1.9 GB: 7-of-21   1.9 GB: 8-of-21   1.9 GB: 9-of-21   1.9 GB: 10-of-21   1.9 GB: 11-of-21   1.9 GB: 12-of-21   1.9 GB: 13-of-21   1.9 GB: 14-of-21   1.9 GB: 15-of-21   1.9 GB: 16-of-21   1.9 GB: 17-of-21   1.9 GB: 18-of-21   1.9 GB: 19-of-21   1.6 GB: 20-of-21   2.5 GB: 21-of-21
Supported Languageszh en
Model ArchitectureQWenLMHeadModel
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.32.0
Tokenizer ClassQWenTokenizer
Vocabulary Size152064

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Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen-72B-Chat-Int4.

Rank the Qwen 72B Chat Int4 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