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Jais Family 30B 8K 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   Ext 8k   Jais   Jais-family   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/inceptionai/jais-family-30b-8k-chat 

Jais Family 30B 8K Chat Benchmarks

LLME Score: 0.21929
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Jais Family 30B 8K Chat (inceptionai/jais-family-30b-8k-chat)

Jais Family 30B 8K Chat Parameters and Internals

Model Type 
large language model, bilingual, auto-regressive, transformer-based, decoder-only
Use Cases 
Areas:
Research, Commercial Use
Applications:
Chat applications, Sentiment analysis, Document summarization
Primary Use Cases:
Arabic Natural Language Processing, Developing chat assistants, Mechanistic interpretability analyses
Limitations:
Limited to responses in Arabic and English, Potential for generating biased or incorrect information
Supported Languages 
primary_language (Arabic), other_languages (English)
Training Details 
Data Sources:
Web pages, Wikipedia articles, News articles, Social network content, Code data, Books, Scientific papers, Synthetic translation
Data Volume:
1.6 Trillion tokens
Methodology:
Pre-trained from scratch or adaptively from Llama-2
Context Length:
16384
Hardware Used:
Condor Galaxy (CG) supercomputer platform, Cerebras CS-2 Wafer-Scale Engines
Model Architecture:
Transformer-based, decoder-only architecture using SwiGLU and ALiBi for Jais models and RoPE with Grouped Query Attention for adapted models
Responsible Ai Considerations 
Mitigation Strategies:
Multiple techniques to reduce bias, but some bias and errors are likely.
Input Output 
Input Format:
Text only data
Output Format:
Model generates text
LLM NameJais Family 30B 8K Chat
Repository 🤗https://huggingface.co/inceptionai/jais-family-30b-8k-chat 
Base Model(s)  Jais Family 30B 8K   inceptionai/jais-family-30b-8k
Model Size30b
Required VRAM123.6 GB
Updated2024-11-04
Maintainerinceptionai
Model Typejais
Model Files  9.8 GB: 1-of-13   9.9 GB: 2-of-13   9.9 GB: 3-of-13   9.9 GB: 4-of-13   9.9 GB: 5-of-13   9.9 GB: 6-of-13   9.9 GB: 7-of-13   9.9 GB: 8-of-13   9.9 GB: 9-of-13   9.9 GB: 10-of-13   9.9 GB: 11-of-13   9.9 GB: 12-of-13   4.9 GB: 13-of-13
Supported Languagesar en
Context Length8k
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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Note: green Score (e.g. "73.2") means that the model is better than inceptionai/jais-family-30b-8k-chat.

Rank the Jais Family 30B 8K 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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