Guidance for performance tuning with Together AI inference and fine-tuning API.
base_url = 'https://api.together.xyz/v1'
together Python SDK or any OpenAI client library| Error | Cause | Solution |
|---|---|---|
401 Unauthorized |
Invalid API key | Check at api.together.xyz |
Model not found |
Wrong model ID | Use client.models.list() |
429 Rate limit |
Too many requests | Implement backoff |
500 Server error |
Model overloaded | Retry with backoff |
See related Together AI skills for more patterns.