User Guides
User Guides are for quick lookup while doing real work. Each page starts from a goal, shows the relevant commands and configuration boundaries, and links to the exact reference surface.
Use Tutorials instead when you want a course that builds understanding step by step. Use Reference when you already know the concept and need every option or API field.
Core workflow
| Goal | Guide | Result |
|---|---|---|
| Create an artifact | Build a Bundle | A named .bundle with recorded model/config inputs. |
| Diagnose an artifact | Inspect a Bundle | Bundle kind, family, runtime identity, and section inventory. |
| Execute a task | Run Inference | The correct CLI command and typed result for the bundle. |
| Change runtime behavior | Configure Runtime Behavior | A validated config file or --set override at the right lifecycle layer. |
| Establish evidence | Validate & Benchmark | Reproducible parity, quality, or performance evidence. |
Task lookup
| Workload | Guide | Common command |
|---|---|---|
| Decoder text, encoder NLP, embedding, reranking | Text Generation | run, encode, embed, rerank |
| Vision-language, ASR, TTS, speech-to-speech | Multimodal & Speech | run --image, transcribe, generate-audio, speak |
| Diffusion, classification, segmentation | Image & Video Generation | generate-video, classify, segment, segment-prompted |
| Forecasting and neural operators | Time-Series | solve |
The supported-model inventory is separate from these instructions. Confirm an exact checkpoint/configuration in Models & Recipes before treating a generic command as a support claim.