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Qwen1.5 110B Chat AWQ by Qwen

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

  61   
  Arxiv:2309.16609   4-bit   Autotrain compatible   Awq   Chat   Conversational   En   Endpoints compatible   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen1.5-110B-Chat-AWQ 

Qwen1.5 110B Chat AWQ Benchmarks

ARC: 72.01 vs 96.7 (so35)-25.5%
HellaSwag: 84.67 vs 95.3 (gpt4)-11.2%
MMLU: 78.04 vs 88.3 (so35)-11.6%
TruthfulQA: 65.86 vs 59 (gpt4)11.6%
WinoGrande: 77.35 vs 87.5 (gpt4)-11.6%
GSM8K: 30.1 vs 96.4 (so35)-68.8%
LLME Score: 0.20872
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 AWQ (Qwen/Qwen1.5-110B-Chat-AWQ)

Qwen1.5 110B Chat AWQ Parameters and Internals

Model Type 
text-generation
Training Details 
Methodology:
Pretrained with supervised finetuning and direct preference optimization.
Context Length:
32768
Model Architecture:
Transformer architecture 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 provided hyper-parameters in `generation_config.json`.
LLM NameQwen1.5 110B Chat AWQ
Repository 🤗https://huggingface.co/Qwen/Qwen1.5-110B-Chat-AWQ 
Base Model(s)  Qwen/Qwen1.5-110B-Chat   Qwen/Qwen1.5-110B-Chat
Model Size110b
Required VRAM61.7 GB
Updated2024-12-26
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
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.38.2
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-AWQ.

Rank the Qwen1.5 110B Chat AWQ 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 v20241227
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