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Qwen1.5 0.5B Chat GPTQ Int4 by Qwen

 »  All LLMs  »  Qwen  »  Qwen1.5 0.5B Chat GPTQ Int4   URL Share it on

  249   
  Arxiv:2309.16609   4-bit   Autotrain compatible   Chat   Conversational   En   Endpoints compatible   Gptq   Quantized   Qwen2   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen1.5-0.5B-Chat-GPTQ-Int4 

Qwen1.5 0.5B Chat GPTQ Int4 Benchmarks

LLME Score: 0.17
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen1.5 0.5B Chat GPTQ Int4 (Qwen/Qwen1.5-0.5B-Chat-GPTQ-Int4)

Qwen1.5 0.5B Chat GPTQ Int4 Parameters and Internals

Model Type 
text-generation, chat
Additional Notes 
Qwen1.5 model series supports multilingual capabilities and has stable support for 32K context length for all model sizes.
Supported Languages 
en (high)
Training Details 
Methodology:
The model was pretrained with a large amount of data, followed by supervised finetuning and direct preference optimization.
Model Architecture:
Transformer-based, decoder-only model with SwiGLU activation, attention QKV bias, group query attention, and a mixture of sliding window attention and full attention.
Input Output 
Accepted Modalities:
text
Performance Tips:
If you encounter issues like code switching, use the provided hyper-parameters in generation_config.json.
LLM NameQwen1.5 0.5B Chat GPTQ Int4
Repository 🤗https://huggingface.co/Qwen/Qwen1.5-0.5B-Chat-GPTQ-Int4 
Model Size0.5b
Required VRAM0.5 GB
Updated2025-02-22
MaintainerQwen
Model Typeqwen2
Model Files  0.5 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.37.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typefloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen1.5-0.5B-Chat-GPTQ-Int4.

Rank the Qwen1.5 0.5B 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 v20241227
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