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Together AI

AI cloud for open models

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What Together AI is

Together AI is an AI cloud for teams that want to run open models themselves. It provides inference for open models, fine-tuning on private data, GPU clusters for larger work, and both serverless and reserved capacity, with drop-in API compatibility so existing integrations can move across.

What you can do with it

  • Serve open models through an API
  • Fine-tune models on your own data
  • Run large asynchronous batch workloads
  • Reserve throughput for predictable demand
  • Move existing clients with compatible interfaces

Who it is for

  • Development teams and startups
  • Enterprises running open models at scale
  • Teams wanting both serverless and reserved capacity

What to watch out for

  • The vendor describes its work as grounded in research, which is positioning rather than a guarantee for your workload
  • Availability commitments such as uptime percentages need to be read as contract terms, not marketing lines
  • Model licences govern what you may ship, and open weights do not always permit commercial use
  • Fine-tuned models need evaluation before they replace a base model

Pros & cons

✓ What we like

  • Full stack from inference to clusters
  • Reserved and serverless options
  • Compatible interfaces ease migration

! What to watch out for

  • Commitments need contractual reading
  • Model licences still apply
  • Fine-tuning needs evaluation

FAQ

What does it offer?

Inference for open models, fine-tuning, GPU clusters and both serverless and reserved capacity.

Can I bring existing code?

Drop-in API compatibility is described, though verify against your client.

What should I confirm?

Uptime commitments in the contract and the licence for each model you serve.

Last reviewed: 2026-09-19

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