August 20, 2026 · Together AI
Console endpoint forms use Deployment profiles cards, replacing separate hardware controls
The console create-endpoint and new-deployment forms always show Deployment profiles choice cards. Separate Quantization, Hardware, LoRA, and speculative-decoding controls are removed. Each card pins hardware, quantization, and decoding options from the profile's certified config. Project and organization models list every certified config with known hardware. Supported catalog models still require a profile-certified or org-runtime-certified config.
See Manage endpoints and deployments and the quickstart.