Model Hosting Companies

Together AI

San Francisco, United States

Together AI delivers a cloud platform specializing in the deployment and scaling of open-source large language models (LLMs) and multimodal AI models, offering both API access and direct GPU cluster access. Their platform distinguishes itself through optimized inference and training on performance-focused GPU clusters, enabling customers to process trillions of tokens and supports models for diverse applications including chat, image generation, and code completion. Notably, Together AI provides OpenAI-compatible APIs, facilitating easy migration from closed-source models and offers a developer-friendly experience for building AI-native applications.

Replicate

San Francisco, United States

aiming for informative, specific, and professional language: Replicate provides a cloud platform and API for deploying and scaling open-source machine learning models, currently hosting over 8,000 models including Stable Diffusion, Llama 2, and ControlNet. Their key innovation lies in containerizing models with Docker and executing them on scalable cloud infrastructure, simplifying the process of model serving and eliminating the need for users to manage infrastructure. Replicate serves a diverse user base of developers, researchers, and businesses seeking to integrate pre-trained AI capabilities into their applications, and recently achieved significant traction with its support for rapidly deploying and scaling generative AI models.