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Qwen 14B by Qwen

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  5750   
  Arxiv:2309.16609   Autotrain compatible   Custom code   En   Qwen   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen-14B 

Qwen 14B Benchmarks

ARC: 58.28 vs 96.7 (so35)-39.7%
HellaSwag: 83.99 vs 95.3 (gpt4)-11.9%
MMLU: 67.7 vs 88.3 (so35)-23.3%
TruthfulQA: 49.43 vs 59 (gpt4)-16.2%
WinoGrande: 76.8 vs 87.5 (gpt4)-12.2%
GSM8K: 58.98 vs 96.4 (so35)-38.8%
LLME Score: 0.19372
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen 14B (Qwen/Qwen-14B)

Qwen 14B Parameters and Internals

Model Type 
text generation, AI assistant
Use Cases 
Areas:
research, commercial applications
Additional Notes 
Vocabulary consists of over 150K tokens, supports a variety of languages and improves performance on multilingual tasks.
Supported Languages 
Chinese (high quality), English (high quality), multilingual (high quality), code (high quality), mathematics (high quality)
Training Details 
Data Sources:
web texts, books, codes, encyclopedias, mathematics
Data Volume:
over 3 trillion tokens
Context Length:
2048
Model Architecture:
Transformer with RoPE relative position encoding, SwiGLU activation function, and RMSNorm
Input Output 
Accepted Modalities:
text
Performance Tips:
Optional installation of flash-attention for acceleration.
LLM NameQwen 14B
Repository 🤗https://huggingface.co/Qwen/Qwen-14B 
Model Size14b
Required VRAM28.4 GB
Updated2025-02-23
MaintainerQwen
Model Typeqwen
Model Files  2.0 GB: 1-of-15   2.0 GB: 2-of-15   1.9 GB: 3-of-15   1.9 GB: 4-of-15   1.9 GB: 5-of-15   1.9 GB: 6-of-15   1.9 GB: 7-of-15   1.9 GB: 8-of-15   1.9 GB: 9-of-15   1.9 GB: 10-of-15   1.9 GB: 11-of-15   1.9 GB: 12-of-15   1.9 GB: 13-of-15   1.9 GB: 14-of-15   1.6 GB: 15-of-15
Supported Languageszh en
Model ArchitectureQWenLMHeadModel
Context Length8192
Model Max Length8192
Transformers Version4.32.0
Tokenizer ClassQWenTokenizer
Vocabulary Size152064

Best Alternatives to Qwen 14B

Best Alternatives
Context / RAM
Downloads
Likes
Qwen 14B Chat8K / 28.4 GB2378358
Qwen 14B Chat Int48K / 9.6 GB456100
Qwen 14B Chat Int88K / 15.9 GB1335
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen-14B.

Rank the Qwen 14B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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