Together AI Features

Together AI is a cloud-based platform for building and running generative AI models, offering fast performance, low costs, and scalable infrastructure for training, fine-tuning, and inference.
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Key Features of Together AI

Together AI is a comprehensive AI acceleration cloud platform that offers high-performance infrastructure for training, fine-tuning, and deploying large language models. It provides access to over 100 open-source AI models, custom GPU clusters, advanced fine-tuning capabilities, and a fast inference engine. The platform is designed to optimize AI workloads, reduce costs, and enable scalable deployment of AI applications.
High-Performance Inference Engine: Offers up to 4x faster inference compared to other platforms, with optimizations like FlashAttention-3 and speculative decoding.
Flexible GPU Clusters: Provides customizable GPU clusters with H100, H200, and A100 GPUs, connected via high-speed Infiniband networks for distributed training.
Advanced Fine-tuning Capabilities: Enables fine-tuning of leading open-source models with proprietary data, offering control over hyperparameters for optimized results.
Wide Model Selection: Offers access to over 100 open-source AI models across various categories including chat, language, image generation, and code.
Cutting-edge Research Integration: Incorporates latest AI research breakthroughs like Cocktail SGD and FlashAttention-3 to improve model performance and efficiency.

Use Cases of Together AI

Large-scale AI Model Training: Researchers and companies can use Together AI's GPU clusters to train massive language models from scratch or fine-tune existing ones.
Efficient AI Inference Deployment: Businesses can deploy AI models for various applications with high performance and lower costs compared to traditional cloud providers.
Custom AI Assistant Development: Companies can create domain-specific AI assistants by fine-tuning models on their proprietary data using Together AI's platform.
AI-powered Content Generation: Media companies and content creators can leverage Together AI's image and text generation models for creative tasks and content production.
Code Generation and Analysis: Software development teams can use Together AI's code models to assist in programming tasks, code review, and bug detection.

Pros

High-performance infrastructure optimized for AI workloads
Flexible and scalable solutions from serverless to dedicated clusters
Access to a wide range of open-source models and cutting-edge AI research

Cons

May require technical expertise to fully utilize advanced features
Pricing could be higher than basic cloud providers for some use cases

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