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Jais Family 13B Chat by inceptionai

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Jais Family 13B Chat is an open-source language model by inceptionai. Features: 13b LLM, VRAM: 53.9GB, License: apache-2.0, LLM Explorer Score: 0.16.

  Arxiv:2307.09288   Arxiv:2308.16149   Ar   Arabic Base model:finetune:inceptiona... Base model:inceptionai/jais-fa...   Conversational   Custom code   Decoder   En   English   Jais   Jais-family   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/inceptionai/jais-family-13b-chat 

Jais Family 13B Chat Benchmarks

LLME Score: 0.15698
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Jais Family 13B Chat (inceptionai/jais-family-13b-chat)
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Jais Family 13B Chat Parameters and Internals

Model Type 
text generation, causal-lm
Use Cases 
Areas:
Research, Commercial Use
Applications:
Development of chat assistants, Sentiment analysis, Summarization
Primary Use Cases:
Natural language understanding and generation tasks
Limitations:
Limited to Arabic and English, Not suitable for high-stakes decisions
Considerations:
Not to rely solely on model's outputs.
Additional Notes 
The strategies for pre-training, fine-tuning and adaptation to Arabic are extensible to other low and medium resource languages.
Supported Languages 
Arabic (High proficiency), English (Strong proficiency)
Training Details 
Data Sources:
Web, Code, Books, Scientific, Synthetic
Data Volume:
1.6 Trillion tokens
Methodology:
SwiGLU non-linear activation, ALiBi position encoding
Context Length:
16384
Hardware Used:
64 Cerebras CS-2 Wafer-Scale Engines (WSE-2)
Model Architecture:
Transformer-based, decoder-only architecture
Safety Evaluation 
Methodologies:
Various dimensions including knowledge, reasoning, misinformation/bias
Risk Categories:
Misinformation, Bias
Ethical Considerations:
Understanding limitations and potential misuse.
Responsible Ai Considerations 
Mitigation Strategies:
Various techniques to reduce bias.
Input Output 
Input Format:
Text
Accepted Modalities:
text
Output Format:
Generated text
Release Notes 
Version:
2024
Notes:
Release of the Jais family with improved cultural understanding for Arabic.
LLM NameJais Family 13B Chat
Repository 🤗https://huggingface.co/inceptionai/jais-family-13b-chat 
Base Model(s)  Jais Family 13B   inceptionai/jais-family-13b
Model Size13b
Required VRAM53.9 GB
Updated2026-04-11
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
Model ArchitectureJAISLMHeadModel
Licenseapache-2.0
Model Max Length2048
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size84992
Torch Data Typefloat32
Activation Functionswiglu

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Rank the Jais Family 13B Chat 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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