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Jais 13B by core42

 »  All LLMs  »  core42  »  Jais 13B   URL Share it on

  8487   
  Arxiv:2308.16149   Ar   Arabic   Autotrain compatible   Custom code   Decoder   En   English   Jais   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/core42/jais-13b 

Jais 13B Benchmarks

LLME Score: 0.16858
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Jais 13B (core42/jais-13b)

Jais 13B Parameters and Internals

Model Type 
bilingual, causal-lm, decoder
Use Cases 
Areas:
Research, Commercial applications
Applications:
Chat-assistants, Customer service
Primary Use Cases:
Base model fine-tuning
Limitations:
Limited to Arabic and English
Considerations:
Avoid misuse or overgeneralization to other languages.
Additional Notes 
Exhibits expected bias as with all LLMs.
Supported Languages 
Arabic (high), English (high)
Training Details 
Data Sources:
Web, Wikipedia, news, books, social network content
Data Volume:
72 billion Arabic and 279 billion English/code tokens
Methodology:
Translated English to Arabic for augmented data
Hardware Used:
Condor Galaxy 1 (CG-1) supercomputer
Model Architecture:
Transformer-based decoder-only
Responsible Ai Considerations 
Fairness:
Techniques to reduce bias employed
Input Output 
Input Format:
Text only
Accepted Modalities:
text
Output Format:
Text generation
Performance Tips:
Use in compatible environment with specified transformer version.
LLM NameJais 13B
Repository 🤗https://huggingface.co/core42/jais-13b 
Model Size13b
Required VRAM53.9 GB
Updated2024-08-13
Maintainercore42
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
Model ArchitectureJAISLMHeadModel
Licenseapache-2.0
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 core42/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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Release v20241227
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