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Qwen1.5 110B Chat GPTQ Int4 by Qwen

 »  All LLMs  »  Qwen  »  Qwen1.5 110B Chat GPTQ Int4   URL Share it on

  1046   
  Arxiv:2309.16609   4-bit   Autotrain compatible   Chat   Conversational   En   Endpoints compatible   Gptq   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen1.5-110B-Chat-GPTQ-Int4 

Qwen1.5 110B Chat GPTQ Int4 Benchmarks

LLME Score: 0.16475
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 GPTQ Int4 (Qwen/Qwen1.5-110B-Chat-GPTQ-Int4)
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Qwen1.5 110B Chat GPTQ Int4 Parameters and Internals

Model Type 
text-generation
Training Details 
Methodology:
Pretrained on a large amount of data, followed by post-training with supervised finetuning and direct preference optimization.
Context Length:
32768
Model Architecture:
Transformer with SwiGLU activation, attention QKV bias, group query attention, mixture of sliding window attention and full attention.
Input Output 
Performance Tips:
If you encounter code switching or other bad cases, use the provided hyper-parameters in generation_config.json.
LLM NameQwen1.5 110B Chat GPTQ Int4
Repository 🤗https://huggingface.co/Qwen/Qwen1.5-110B-Chat-GPTQ-Int4 
Model Size110b
Required VRAM61.7 GB
Updated2025-09-23
MaintainerQwen
Model Typeqwen2
Model Files  4.0 GB: 1-of-16   4.0 GB: 2-of-16   3.8 GB: 3-of-16   4.0 GB: 4-of-16   3.8 GB: 5-of-16   4.0 GB: 6-of-16   3.8 GB: 7-of-16   4.0 GB: 8-of-16   3.8 GB: 9-of-16   4.0 GB: 10-of-16   3.8 GB: 11-of-16   4.0 GB: 12-of-16   3.8 GB: 13-of-16   4.0 GB: 14-of-16   3.8 GB: 15-of-16   3.1 GB: 16-of-16
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.37.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typefloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen1.5-110B-Chat-GPTQ-Int4.

Rank the Qwen1.5 110B Chat GPTQ 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 v20241124
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