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Qwen1.5 14B Chat GPTQ Int4 by Qwen

 »  All LLMs  »  Qwen  »  Qwen1.5 14B Chat GPTQ Int4   URL Share it on

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  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/Qwen1.5-14B-Chat-GPTQ-Int4 

Qwen1.5 14B Chat GPTQ Int4 Benchmarks

LLME Score: 0.17122
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen1.5 14B Chat GPTQ Int4 (Qwen/Qwen1.5-14B-Chat-GPTQ-Int4)

Qwen1.5 14B Chat GPTQ Int4 Parameters and Internals

Model Type 
text generation, chat
Additional Notes 
Qwen1.5 is the beta version of Qwen2.
Supported Languages 
en (Multilingual support of both base and chat models)
Training Details 
Data Volume:
a large amount
Methodology:
Supervised finetuning and direct preference optimization
Context Length:
32000
Model Architecture:
Transformer architecture with SwiGLU activation, attention QKV bias, group query attention, mixture of sliding window attention and full attention.
Input Output 
Input Format:
Chat template format: system-user prompts
Accepted Modalities:
text
Output Format:
Generated text
Performance Tips:
Use provided hyper-parameters in 'generation_config.json' for better results.
LLM NameQwen1.5 14B Chat GPTQ Int4
Repository 🤗https://huggingface.co/Qwen/Qwen1.5-14B-Chat-GPTQ-Int4 
Model Size14b
Required VRAM9.9 GB
Updated2025-02-22
MaintainerQwen
Model Typeqwen2
Model Files  4.0 GB: 1-of-3   4.0 GB: 2-of-3   1.9 GB: 3-of-3
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/Qwen1.5-14B-Chat-GPTQ-Int4.

Rank the Qwen1.5 14B 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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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