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Jais Family 1p3b Chat by inceptionai

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  Arxiv:2307.09288   Arxiv:2308.16149   Arxiv:2402.12840   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-1p3b-chat 

Jais Family 1p3b Chat Benchmarks

LLME Score: 0.22076
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Jais Family 1p3b Chat (inceptionai/jais-family-1p3b-chat)

Jais Family 1p3b Chat Parameters and Internals

Model Type 
text generation, multimodal
Use Cases 
Areas:
Research, Commercial Use
Applications:
Research in Arabic NLP, Development of chat assistants, Sentiment analysis, Summarization
Limitations:
High-Stakes Decisions: Model should not be used without human oversight.
Additional Notes 
Techniques are extensible to other low and medium resource languages.
Supported Languages 
NLP (Arabic (MSA) and English)
Training Details 
Data Sources:
Web, Code, Books, Scientific, Synthetic
Data Volume:
1.6T tokens
Methodology:
Instruction fine-tuned
Context Length:
2048
Hardware Used:
Cerebras CS-2 Wafer-Scale Engines (WSE-2)
Model Architecture:
Transformer-based, decoder-only (GPT-3)
Responsible Ai Considerations 
Fairness:
Techniques employed to reduce bias.
Accountability:
Users.
Input Output 
Input Format:
Text only data
Output Format:
Model generates text
LLM NameJais Family 1p3b Chat
Repository 🤗https://huggingface.co/inceptionai/jais-family-1p3b-chat 
Base Model(s)  Jais Family 1p3b   inceptionai/jais-family-1p3b
Model Size1.6b
Required VRAM6.2 GB
Updated2024-11-04
Maintainerinceptionai
Model Typejais
Model Files  6.2 GB: 1-of-1
Supported Languagesar en
Gated ModelYes
Model ArchitectureJAISLMHeadModel
Licenseproprietary
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 1p3b 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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