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Jais Family 2p7b Chat by inceptionai

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Jais Family 2p7b Chat is an open-source language model by inceptionai. Features: 3b LLM, VRAM: 11.8GB, License: proprietary, LLM Explorer Score: 0.15.

  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-2p7b-chat 

Jais Family 2p7b Chat Benchmarks

LLME Score: 0.15238
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Jais Family 2p7b Chat (inceptionai/jais-family-2p7b-chat)
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Jais Family 2p7b Chat Parameters and Internals

Model Type 
bilingual, text generation, instruction fine-tuned, decoder, causal-lm
Use Cases 
Areas:
Research, Commercial Use
Applications:
Arabic NLP, Chat applications, Sentiment analysis, Summarization
Primary Use Cases:
Chat assistants, Arabic cultural phenomena, Quantitative studies, Mechanistic interpretability
Limitations:
Malicious use, Sensitive Information, Generalization across all languages, High-stakes decisions
Considerations:
Models should comply with applicable laws and not violate sensitive information handling.
Additional Notes 
Extensible approaches for adapting low and medium resource languages.
Supported Languages 
Arabic (MSA) (bilingual), English (bilingual)
Training Details 
Data Sources:
Web, Code, Books, Scientific, Synthetic
Data Volume:
1.6 Trillion tokens
Methodology:
Auto-regressive, Transformer-based, Decoder-only
Context Length:
16384
Hardware Used:
Cerebras CS-2 Wafer-Scale Engines, Condor Galaxy supercomputer
Model Architecture:
SwiGLU, ALiBi position encoding, RoPE, Grouped Query Attention
Input Output 
Input Format:
Text only data
Accepted Modalities:
text
Output Format:
Generates text
Performance Tips:
Enable `trust_remote_code=True` when loading the model.
Release Notes 
Version:
1.0
Date:
2024
Notes:
Initial release of Jais Family models ranging from 590M to 70B parameters.
LLM NameJais Family 2p7b Chat
Repository 🤗https://huggingface.co/inceptionai/jais-family-2p7b-chat 
Base Model(s)  Jais Family 2p7b   inceptionai/jais-family-2p7b
Model Size3b
Required VRAM11.8 GB
Updated2024-11-04
Maintainerinceptionai
Model Typejais
Model Files  9.9 GB: 1-of-2   1.9 GB: 2-of-2
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

Rank the Jais Family 2p7b 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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