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SolanaLM vs Together AI

Centralized inference and fine-tuning provider.

Together AI is a centralized inference provider with excellent UX and fast endpoints. SolanaLM is decentralized, open source, and self-hostable — different trade-offs for different problems.

SolanaLM wins on

  • Self-hostable, no lock-in

    MIT-licensed. Clone the repo and run a private fleet. Together AI is a SaaS — your usage and data live on their infrastructure.

  • Privacy-preserving inference

    Onion routing means no single node sees prompt source and content together. Centralized providers are by definition a single point of trust.

  • Per-request settlement on-chain

    You can audit every payment. With a centralized provider, you trust the invoice.

  • Federated learning included

    Together AI focuses on inference and fine-tuning. SolanaLM ships a full FL runtime alongside.

Together AI wins on

  • Lower operational burden

    You don't run anything. Hit an endpoint, get a completion. SolanaLM self-hosters run more infrastructure.

  • Best-in-class throughput

    Together has invested heavily in serving stacks. For raw tokens/sec on hosted Llama, they're excellent.

  • Polished fine-tuning UX

    Their fine-tuning UI and pipelines are mature.

Try it yourself.

The repo is MIT licensed. Read the code, run the quick-start, decide for yourself.

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