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Together AI

A cloud platform for running and training open-source AI models. Together AI provides inference APIs for popular open models (Llama, Mistral, Qwen, etc.) at competitive prices, plus fine-tuning and custom training infrastructure. Founded by AI researchers, they also contribute to open-source research and have released their own models.

Why it matters

Together AI is the leading alternative to self-hosting for teams that want to use open models. Instead of managing your own GPU servers and model serving infrastructure, you call their API and get Llama-70B or Mistral at a fraction of OpenAI/Anthropic prices. They represent the "open model cloud" layer of the AI stack that makes open-weight models practical for production use.

Deep Dive

Together's inference stack is optimized for open models, offering competitive pricing by running models efficiently on their own GPU clusters. They support a wide range of models (often adding new releases within days) with OpenAI-compatible APIs, making it easy to switch from proprietary to open models. Their fine-tuning service lets you customize open models on your data without managing training infrastructure.

The Open Model Ecosystem

Together positions itself as infrastructure for the open model ecosystem. They partner with model creators (Meta, Mistral, etc.), contribute to research (FlashAttention was co-developed by Together researchers), and provide the serving layer that makes open models accessible to developers who don't want to manage GPUs. This "model cloud" layer is increasingly important as open models approach proprietary quality for many tasks.

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