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Qwen1.5 14B Chat AWQ by Qwen

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  730   
  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/Qwen1.5-14B-Chat-AWQ 

Qwen1.5 14B Chat AWQ Benchmarks

ARC: 58.7 vs 96.7 (so35)-39.3%
HellaSwag: 82.27 vs 95.3 (gpt4)-13.7%
MMLU: 68.57 vs 88.3 (so35)-22.3%
TruthfulQA: 60.36 vs 59 (gpt4)2.3%
WinoGrande: 73.09 vs 87.5 (gpt4)-16.5%
GSM8K: 30.63 vs 96.4 (so35)-68.2%
LLME Score: 0.2
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 AWQ (Qwen/Qwen1.5-14B-Chat-AWQ)

Qwen1.5 14B Chat AWQ Parameters and Internals

Model Type 
text-generation, chat
Additional Notes 
Stable support of 32K context length for models of all sizes. No need of 'trust_remote_code'.
Supported Languages 
multilingual ()
Training Details 
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:
tokenized input using the tokenizer
Accepted Modalities:
text
Output Format:
text response generation
Performance Tips:
If you encounter code switching or other undesirable results, use provided hyper-parameters in 'generation_config.json'.
LLM NameQwen1.5 14B Chat AWQ
Repository 🤗https://huggingface.co/Qwen/Qwen1.5-14B-Chat-AWQ 
Base Model(s)  Qwen/Qwen1.5-14B-Chat   Qwen/Qwen1.5-14B-Chat
Model Size14b
Required VRAM9.7 GB
Updated2025-02-05
MaintainerQwen
Model Typeqwen2
Model Files  4.0 GB: 1-of-3   4.0 GB: 2-of-3   1.7 GB: 3-of-3
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
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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Rank the Qwen1.5 14B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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