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Jais Family 6p7b 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-6p7b-chat 

Jais Family 6p7b Chat Benchmarks

LLME Score: 0.2219
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Jais Family 6p7b Chat (inceptionai/jais-family-6p7b-chat)

Jais Family 6p7b Chat Parameters and Internals

Model Type 
Language Model, Text Generation, Bilingual, Instruction Fine-tuned, Pre-trained, Adapted
Use Cases 
Areas:
Research, Commercial
Applications:
Chat applications, Sentiment analysis, Summarization of documents
Primary Use Cases:
Natural language understanding and generation tasks
Additional Notes 
The Jais family of models includes both pre-trained models from scratch and adapted models from Llama-2, with sizes from 590M to 70B parameters.
Supported Languages 
Arabic (Bilingual), English (Bilingual)
Training Details 
Data Sources:
Web pages, Wikipedia, News, Social network, Code, Books, Scientific (ArXiv), Synthetic
Data Volume:
Up to 1.6 Trillion tokens
Methodology:
Pre-trained from scratch and adapted pre-training
Context Length:
16384
Hardware Used:
Condor Galaxy with 64 Cerebras CS-2 Wafer-Scale Engines
Model Architecture:
Auto-regressive, transformer-based, decoder-only (GPT-3)
Input Output 
Accepted Modalities:
Text
LLM NameJais Family 6p7b Chat
Repository 🤗https://huggingface.co/inceptionai/jais-family-6p7b-chat 
Base Model(s)  Jais Family 6p7b   inceptionai/jais-family-6p7b
Model Size7.1b
Required VRAM28.5 GB
Updated2024-11-04
Maintainerinceptionai
Model Typejais
Model Files  9.9 GB: 1-of-3   9.8 GB: 2-of-3   8.8 GB: 3-of-3
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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Note: green Score (e.g. "73.2") means that the model is better than inceptionai/jais-family-6p7b-chat.

Rank the Jais Family 6p7b 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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