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Jais 13B by inceptionai

 »  All LLMs  »  inceptionai  »  Jais 13B   URL Share it on

  1401   
  Arxiv:2308.16149   Ar   Arabic   Autotrain compatible   Custom code   Decoder   En   English   Jais   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/inceptionai/jais-13b 

Jais 13B Benchmarks

LLME Score: 0.15532
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Jais 13B (inceptionai/jais-13b)

Jais 13B Parameters and Internals

Model Type 
text generation, causal-lm
Use Cases 
Areas:
Research, Commercial Use
Applications:
Chat-assistants, Customer service
Limitations:
The model should not be used for generating harmful, misleading, or inappropriate content., Should not handle or generate personal, confidential, or sensitive information., Not for generalization across all languages.
Additional Notes 
Jais-13b is a powerful bilingual model, carefully built, but aware of potential biases and misuse.
Supported Languages 
Arabic (Bilingual model supports Arabic), English (Bilingual model supports English)
Training Details 
Data Sources:
web pages, wikipedia articles, news articles, Arabic books, social network content
Data Volume:
72 billion Arabic tokens, 279 billion English/code tokens
Methodology:
Transformer-based decoder-only architecture with SwiGLU non-linearity and ALiBi position embeddings
Hardware Used:
Condor Galaxy 1 (CG-1) supercomputer platform
Model Architecture:
Transformer-based decoder-only (GPT-3)
Responsible Ai Considerations 
Mitigation Strategies:
Techniques applied to reduce bias, ongoing feedback and research welcome.
Input Output 
Input Format:
Text only data.
Output Format:
Model generates text.
LLM NameJais 13B
Repository 🤗https://huggingface.co/inceptionai/jais-13b 
Model Size13b
Required VRAM53.9 GB
Updated2024-11-13
Maintainerinceptionai
Model Typejais
Model Files  10.0 GB: 1-of-6   9.8 GB: 2-of-6   10.0 GB: 3-of-6   9.8 GB: 4-of-6   9.8 GB: 5-of-6   4.5 GB: 6-of-6
Supported Languagesar en
Gated ModelYes
Model ArchitectureJAISLMHeadModel
Licenseproprietary
Model Max Length2048
Transformers Version4.28.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size84992
Torch Data Typefloat32
Activation Functionswiglu

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Note: green Score (e.g. "73.2") means that the model is better than inceptionai/jais-13b.

Rank the Jais 13B 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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