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Qwen 14B Chat Int8 by Qwen

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  Arxiv:2009.03300   Arxiv:2210.03629   Arxiv:2305.05280   Arxiv:2305.08322   Arxiv:2309.16609   8-bit   Autotrain compatible   Custom code   En   Gptq   Qwen   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen-14B-Chat-Int8 

Qwen 14B Chat Int8 Benchmarks

LLME Score: 0.13901
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen 14B Chat Int8 (Qwen/Qwen-14B-Chat-Int8)

Qwen 14B Chat Int8 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Commercial applications
Supported Languages 
Chinese (full), English (limited), Multilingual (limited)
Training Details 
Data Sources:
web text, books, code
Data Volume:
large scale
Methodology:
alignment techniques
Context Length:
2048
Hardware Used:
single A100-SXM4-80G GPU
Model Architecture:
Transformer-based, RoPE relative position encoding, SwiGLU for activation function, RMSNorm normalization
Input Output 
Input Format:
tiktoken-based tokenization
Accepted Modalities:
text
Output Format:
text-based
Performance Tips:
Optional installation of flash-attention for acceleration
Release Notes 
Version:
Qwen-14B-Chat-Int8
Notes:
Int8 quantized version release with minor performance loss compared to full precision models.
LLM NameQwen 14B Chat Int8
Repository 🤗https://huggingface.co/Qwen/Qwen-14B-Chat-Int8 
Model Size14b
Required VRAM15.9 GB
Updated2025-02-23
MaintainerQwen
Model Typeqwen
Model Files  2.0 GB: 1-of-8   2.0 GB: 2-of-8   2.0 GB: 3-of-8   2.0 GB: 4-of-8   2.0 GB: 5-of-8   2.0 GB: 6-of-8   2.0 GB: 7-of-8   1.9 GB: 8-of-8
Supported Languageszh en
Model ArchitectureQWenLMHeadModel
Context Length8192
Model Max Length8192
Transformers Version4.32.0
Tokenizer ClassQWenTokenizer
Vocabulary Size152064

Best Alternatives to Qwen 14B Chat Int8

Best Alternatives
Context / RAM
Downloads
Likes
Qwen 14B Chat8K / 28.4 GB2378358
Qwen 14B8K / 28.4 GB5750205
Qwen 14B Chat Int48K / 9.6 GB462100
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen-14B-Chat-Int8.

Rank the Qwen 14B Chat Int8 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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