seconds checkpoint → endpoint
Fine-tuning that ships
SFT → DPO → RL, then deploy the checkpoint in seconds.
Register your dataset, launch a managed SFT or DPO job priced per 1M tokens, or run dedicated RL per GPU-second. Progress streams live in the console.
Done checkpoints promote straight to inference — serverless or dedicated — with the same API shape your app already calls.
- ✓LoRA to full RL spectrum
- ✓Multi-LoRA serving
- ✓Dataset registry built in
- ✓Eval before you promote
Keep exploring
Production inference
Serverless tokens or warm dedicated GPUs — one gateway, OpenAI-compatible.
Agents that stay up
Low-latency tool loops, streaming, and spend guardrails for autonomous workloads.
Batch at half price
Evals, embeddings, re-ranking, and backfills — async, 50% off.
Enterprise RAG that cites
Embed, retrieve, rerank, answer — with cached prefixes and audit trails.
Multimodal in production
Vision chat, speech-to-text, and image gen behind the same key.