Unleash the Power of Generative AI with Together AI's Acceleration Cloud

In the rapidly evolving landscape of artificial intelligence, generative AI models are becoming increasingly crucial. However, training, fine-tuning, and deploying these models can be computationally intensive and costly. This is where Together AI steps in, offering an AI Acceleration Cloud designed to make generative AI accessible and efficient.

Together AI provides a comprehensive platform for developers and businesses looking to leverage the power of generative AI. With easy-to-use APIs and a highly scalable infrastructure, Together AI empowers users to train, fine-tune, and run inference on AI models with blazing speed, at a low cost, and at production scale.

What is Together AI's AI Acceleration Cloud?

The AI Acceleration Cloud is a suite of tools and services that streamline the entire generative AI lifecycle. It includes:

• Together Inference: A fast and reliable way to launch AI models, offering serverless or dedicated endpoints with enterprise-grade security features like SOC 2 and HIPAA compliance.
• Together Fine-tuning: Allows you to tailor the AI models for you specific needs. You get complete model ownership, with the flexibility to "Fully tune or adapt models" thanks to the easy-to-use APIs provided in this service.
• Together Custom Models: Build customize models from the ground up, and tailored to your specific needs and requirements.
• Together GPU Clusters: Provides full control over massive AI workloads, accelerating large model training with cutting-edge NVIDIA GPUs like GB200, H200, and H100.

Key Benefits of Using Together AI

Here's the key benefits using Together AI:

• Speed: Together AI's platform is engineered for speed, leveraging research-driven innovations like transformer-optimized kernels, quality-preserving quantization, and speculative decoding. For example, the platform achieves 4x faster Llama-3 8B inference at full precision compared to vLLM.
• Cost-Effectiveness: By optimizing performance and resource utilization, Together AI significantly reduces the cost of training and deploying generative AI models. Their inference service can be up to 11x lower cost than using GPT-4o straight.
• Scalability: Whether you're a small startup or a large enterprise, Together AI's scalable infrastructure can handle your AI workloads, from training to inference.
• Flexibility: Together AI supports a wide range of open-source and specialized models, providing the flexibility to choose the best model for your specific use case.
• Control: With Together AI, you own your AI. Fine-tune open-source models like Llama on your data and run them on Together Cloud or in your own VPC, ensuring full control over your IP.

Generative AI Models Supported on Together AI

Together AI boasts a comprehensive Model Library with over 200 generative AI models. These models cover a wide range of modalities, including:

• Chat: Models optimized for dialogue and conversational AI, such as Llama 3.3 70B Instruct Turbo and DeepSeek R1.
• Image: Models for generating images from text descriptions, like FLUX.1 [schnell] and Stable Diffusion XL 1.0.
• Vision: Models for visual recognition, image reasoning, and captioning, such as Llama 3.2 11B and Qwen2-VL-72B-Instruct.
• Audio: Models for generating realistic voice outputs, such as Cartesia Sonic.
• Code: Models for code generation, reasoning, and fixing, such as Qwen 2.5 Coder 32B Instruct.
• Embeddings: Models for mapping text to dense vector spaces for tasks like retrieval and semantic search, such as BGE-Large-EN v1.5.

Fine-Tuning AI Models with Together AI

Together AI simplifies the process of fine-tuning AI models with a user-friendly API. You can start with a single command and then dive deeper to control hyperparameters like learning rate, batch size, and epochs. The platform supports:

• Full Fine-Tuning: Customize all model parameters for maximum accuracy.
• LoRA Fine-Tuning: Adapt models efficiently with low-rank adaptation.

Powering Innovation with Together GPU Clusters

For organizations with demanding AI workloads, Together GPU Clusters provides a robust infrastructure powered by the latest NVIDIA GPUs. These clusters feature:

• Top-Tier NVIDIA GPUs: GB200, H200, and H100 GPUs for peak AI performance.
• Accelerated Software Stack: The Together Kernel Collection reduces training times and costs.
• High-Speed Interconnects: InfiniBand and NVLink ensure fast communication between GPUs.
• Robust Management Tools: Slurm and Kubernetes orchestrate dynamic AI workloads.

Research-Driven Innovation

Together AI is built on leading AI research, with a team constantly innovating in areas such as:

• Cocktail SGD: Optimizations that reduce network overhead in distributed training environments.
• FlashAttention-3: Technology that achieves high GPU utilization for faster training and inference.
• RedPajama: An initiative to make leading generative AI models fully open-source.
• Sub-Quadratic Model Architectures: Research focused on developing next-generation architectures for faster performance with longer context.

Real-World Success Stories

Leading companies like Pika and Nexusflow are already leveraging Together AI to create innovative generative AI applications. Pika uses Together GPU Clusters to build next-generation text-to-video models, while Nexusflow builds cybersecurity models on the platform.

Conclusion

Together AI's AI Acceleration Cloud provides a comprehensive and powerful platform for anyone looking to harness the potential of generative AI. With its focus on speed, cost-effectiveness, scalability, and control, Together AI empowers developers and businesses to forge the AI frontier and create innovative applications that transform industries.