Deploy Llama 3.2 3B Instruct privately with full control
Run Meta's versatile multilingual model on our cloud infrastructure. Get 128k context length, eight language support, and unlimited usage without API costs.

Why Llama 3.2 3B Instruct powers global applications
Multilingual excellence
Native support for eight languages including English, German, French, Italian, Portuguese, Hindi, Spanish, and Thai. Build global applications with consistent quality.
Extended context handling
Process up to 128,000 tokens in a single request. Handle long documents, extended conversations, and complex reasoning tasks with ease.
Code and text generation
Generate both high-quality text and functional code. Perfect for assistant applications, documentation, and development workflows.
Built for versatile AI applications

Custom commercial license
Deploy under Llama 3.2 Community License with clear commercial usage rights. Build confidently with Meta's official licensing framework.
Assistant-optimized
Purpose-built for chat applications, knowledge retrieval, and summarization tasks with instruction-following capabilities.
Efficient 3B parameters
Optimal balance of performance and resource efficiency. Run high-quality inference without massive computational overhead.
December 2023 training
Trained on recent data through December 2023, ensuring relevant and up-to-date knowledge for your applications.
Complete data privacy
Your conversations and generated content stay within your controlled environment. Perfect for sensitive business applications.
Global deployment
Deploy across 210+ points of presence worldwide with smart routing to the nearest GPU for optimal performance.
Applications powered by multilingual AI
Global customer support
Multilingual chatbots and assistants
- Deploy customer service bots that understand and respond in eight languages. Handle support tickets, answer questions, and provide assistance with consistent quality across different markets.
Content localization
Document translation and adaptation
- Transform content across languages while maintaining context and meaning. Generate localized marketing materials, documentation, and communications for global audiences.
Code assistance
Development and documentation
- Generate code snippets, API documentation, and technical explanations. Support development teams with multilingual code comments and international project documentation.
Knowledge management
Information retrieval and summarization
- Process large multilingual documents, extract key insights, and provide summaries. Build knowledge bases that work across language barriers for global teams.
How Everywhere Inference works
AI infrastructure built for performance and flexibility with Llama 3.2 3B Instruct
01
Choose your configuration
Select from pre-configured Llama 3.2 3B Instruct instances or customize your deployment based on performance and budget requirements.
02
Deploy in 3 clicks
Launch your private Llama 3.2 3B Instruct instance across our global infrastructure with smart routing to optimize performance and compliance.
03
Scale without limits
Use your model with unlimited requests at a fixed monthly cost. Scale your application without worrying about per-call API fees.
With Everywhere Inference, you get enterprise-grade infrastructure management while maintaining complete control over your AI deployment.
Ready-to-use solutions
Multilingual support platform
Deploy customer service and support systems that handle multiple languages with consistent quality and understanding.

Content generation suite
Build content creation tools that generate text and code across multiple languages for global marketing and development teams.

Document processing system
Process and summarize long documents with 128k context length, extracting insights from multilingual content sources.

Frequently asked questions
What languages does Llama 3.2 3B Instruct support?
The model officially supports eight languages: English, German, French, Italian, Portuguese, Hindi, Spanish, and Thai. It's optimized for high-quality performance across all these languages for chat, summarization, and code generation tasks.
How does the 128k context length benefit my applications?
The extended context allows you to process entire documents, maintain long conversations, and handle complex multi-turn interactions without losing context. This is ideal for document analysis, extended customer support sessions, and detailed code generation tasks.
What's the difference between this and larger Llama models?
Llama 3.2 3B Instruct offers an optimal balance of performance and efficiency. While larger models may have more capabilities, this 3B parameter model provides excellent results for most applications while requiring fewer computational resources and lower costs.
Can I use this model for commercial applications?
Yes, Llama 3.2 3B Instruct is governed by the Llama 3.2 Community License, which allows commercial use. You'll need to comply with Meta's Acceptable Use Policy, but you can deploy it for business applications with confidence.
How does pricing work compared to API-based services?
Instead of paying per API call or token, you rent GPU capacity at a fixed monthly rate. This eliminates usage-based billing surprises and can be significantly more cost-effective for applications with consistent or high-volume usage.
Deploy Llama 3.2 3B Instruct today
Build multilingual AI applications with complete privacy and control. Get started with predictable pricing and unlimited usage.