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Qwen1.5 72B Chat GPTQ by LoneStriker

 »  All LLMs  »  LoneStriker  »  Qwen1.5 72B Chat GPTQ   URL Share it on

  5   
  Arxiv:2309.16609   4bit   Autotrain compatible   Chat   Conversational   En   Endpoints compatible   Gptq   Quantized   Qwen2   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/LoneStriker/Qwen1.5-72B-Chat-GPTQ 

Qwen1.5 72B Chat GPTQ 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: 0.14706
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 GPTQ (LoneStriker/Qwen1.5-72B-Chat-GPTQ)
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Qwen1.5 72B Chat GPTQ Parameters and Internals

Model Type 
text generation, chat model
Additional Notes 
The beta version does not include GQA and the mixture of SWA and full attention. DPO improves human preference but lowers benchmark evaluation.
Supported Languages 
en (multilingual capabilities include English)
Training Details 
Methodology:
Supervised finetuning and direct preference optimization (DPO)
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 
Accepted Modalities:
text
Performance Tips:
Use provided hyper-parameters in 'generation_config.json' for optimal performance.
LLM NameQwen1.5 72B Chat GPTQ
Repository 🤗https://huggingface.co/LoneStriker/Qwen1.5-72B-Chat-GPTQ 
Base Model(s)  Qwen/Qwen1.5-72B-Chat   Qwen/Qwen1.5-72B-Chat
Model Size72b
Required VRAM45.4 GB
Updated2025-09-23
MaintainerLoneStriker
Model Typeqwen2
Model Files  45.4 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq|4bit
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.37.1
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 LoneStriker/Qwen1.5-72B-Chat-GPTQ.

Rank the Qwen1.5 72B Chat GPTQ 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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Release v20241124
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