Examples

Pick a recipe based on what you want to build.

Single image, default settings

from strands_sana import sana_generate
sana_generate(prompt="a serene koi pond")

Fast inference (Sprint)

from strands_sana import sana_sprint_generate
sana_sprint_generate(prompt="...", model="sana-sprint-1.6b-1024", steps=2)

Video clip (5s)

from strands_sana import sana_video_generate
sana_video_generate(prompt="...", frames=121, steps=15)

Animate a still

from strands_sana import sana_image_to_video
sana_image_to_video(image_path="src.png", prompt="zoom out")

Restyle an existing image

from strands_sana import sana_img2img
sana_img2img(prompt="anime style", image_path="src.png", strength=0.5)

Best of K

→ Best-of-K example

Multi-style batch

→ Multi-style example

Full video pipeline

→ Video pipeline

In-repo examples

The examples/ directory has 17 runnable scripts:

01_basic_generate.py        # sana_generate
02_list_models.py           # sana_load_model("list")
03_batch.py                 # sana_batch
04_direct_pipeline.py       # SanaPipelineWrapper directly
05_sprint.py                # sana_sprint_generate
06_pag.py                   # PAG variant
07_controlnet.py            # ControlNet
08_lora.py                  # sana_load_lora
09_low_vram.py              # sana_set_memory_mode("low")
10_comfyui_export.py        # sana_export_comfyui_workflow
11_inference_scale.py       # sana_inference_scale
12_scheduler.py             # sana_set_scheduler
13_video.py                 # generate hero assets (used to make this site)
14_image_to_video.py        # sana_image_to_video
15_train_lora.py            # sana_train_lora
16_train_video.py           # sana_train_video / longsana
17_solrl.py                 # sana_train_solrl