What is fireworks.ai
DeepSeek V3 is a cutting-edge open model available on Fireworks AI, optimized for building production-ready, compound AI systems. It bridges the gap between prototype and production, enabling users to unlock real value from generative AI. The platform is designed for speed, efficiency, and scalability, offering blazing-fast inference for over 100 models, including Llama3, Mixtral, and Stable Diffusion.
How to Use fireworks.ai
- Visit the DeepSeek V3 playground to try the model.
- Use the provided APIs to integrate DeepSeek V3 into your applications.
- Fine-tune the model using Fireworks AI's LoRA-based service for specialized tasks.
- Deploy the model on Fireworks AI's serverless inference platform for high-speed, cost-efficient performance.
Use Cases of fireworks.ai
DeepSeek V3 is ideal for building compound AI systems that handle tasks requiring multiple models, modalities, and external APIs. It is particularly useful for applications in automation, code generation, mathematics, medicine, and more. The model supports RAG (Retrieval-Augmented Generation), search, and domain-expert copilots, making it a versatile tool for various industries.
Features of fireworks.ai
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Designed for speed
DeepSeek V3 offers 9x faster RAG, 6x faster image generation, and 1000 tokens/sec with speculative decoding, ensuring high-speed performance.
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Optimized for value
The model provides 40x lower cost for chat, 15x higher throughput, and 4x lower cost per token, making it highly cost-efficient.
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Engineered for scale
DeepSeek V3 handles 140B+ tokens and 1M+ images generated per day with 99.99% uptime, ensuring reliability and scalability.
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Fine-tune and deploy in minutes
The platform allows for quick fine-tuning and deployment of models, with support for up to 100 fine-tuned models and speeds of up to 300 tokens per second.
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Building blocks for compound AI systems
DeepSeek V3 supports tasks involving multiple models, modalities, and external APIs, enabling the creation of powerful compound AI systems.