open sourcellm

Jais 30B

Unlock advanced Arabic and bilingual NLP with Jais 30B.

Developed by G42 and Cerebras

Official Site
30BParams
YesAPI Available
stableStability
1.0Version
Apache License 2.0License
PyTorchFramework
NoRuns Locally
Real-World Applications
  • Cross-lingual education toolsOptimized Capability
  • Arabic content generationOptimized Capability
  • Language translation applicationsOptimized Capability
  • NLP research and developmentOptimized Capability
Implementation Example
Example Prompt
Translate this English sentence to Arabic: 'Artificial Intelligence is transforming the world.'
Model Output
"الذكاء الاصطناعي يغير العالم."
Advantages
  • ✓ Boasts superior performance on Arabic NLP tasks compared to competitors.
  • ✓ Supports extensive cross-lingual reasoning for enhanced translation accuracy.
  • ✓ Access to a large and diverse dataset enhances model versatility.
Limitations
  • ✗ Limited availability of pre-built integrations compared to more established models.
  • ✗ Performance metrics may vary significantly based on the specific use case.
  • ✗ Requires significant computational resources for optimal performance.
Model Intelligence & Architecture

Technical Documentation

Jais 30B is an open-source large language model developed by G42 and Cerebras. It has been meticulously trained on over 116 billion tokens in both Arabic and English, showcasing its capabilities in advancing Arabic and bilingual NLP research. With a significant performance rating of 83.4% on the Arabic MMLU benchmark, this model facilitates various applications such as cross-lingual reasoning, translation, and text generation, making it a valuable tool in NLP development.

Technical Specification Sheet
Technical Details
Architecture
Causal Decoder-only Transformer
Stability
stable
Framework
PyTorch
Signup Required
No
API Available
Yes
Runs Locally
No
Release Date
2025-02-18

Best For

Researchers and developers focused on Arabic language processing.

Alternatives

Google BERT, OpenAI GPT-3, AllenNLP

Pricing Summary

Free and open-source access available; check the GitHub repository for details.

Compare With

Jais 30B vs OpenAI GPT-3Jais 30B vs Google PaLMJais 30B vs Facebook LLaMAJais 30B vs Cohere Command R

Explore Tags

#llm#ai-models

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