← Fine-tuning
Compare 3 fine-tuning APIs
| Amazon Bedrock fine-tuning (Nova) Amazon Web Services | Together fine-tuning (LoRA, ≤16B) Together AI | Fireworks fine-tuning Fireworks AI | |
|---|---|---|---|
| $ / 1M train tokens | $1.00 Unverified sample | $0.48 Unverified sample | $0.50 Verified Oct 4, 2026 |
| Quality | – | 75 | 74 |
| Speed | – | 70 | 75 |
| Methods | lora | lora, full, dpo | lora, rl |
| Download weights | No | Yes | Yes |