Design & media

Alibaba Cloud AI Image Zimage Turbo

Generate images with `z-image-turbo` through DashScope and save image files with response metadata.

What it does

Generate text-to-image output with Alibaba Cloud Model Studio’s `z-image-turbo` through the DashScope multimodal-generation API. Supply a prompt plus optional size, seed, prompt extension, and endpoint override; receive an image URL, dimensions, prompt metadata, and request ID. A local helper can save generated images and response evidence under the configured output directory.

When to use it

  • Generating a square image from a text prompt
  • Creating 16:9 scene artwork
  • Producing repeatable output with a fixed seed
  • Testing Beijing or Singapore API endpoints

The skill document

Category: provider

Model Studio Z-Image Turbo

Use Z-Image Turbo for fast text-to-image generation via the DashScope multimodal-generation API.

Critical model name

Use ONLY this exact model string:

  • z-image-turbo

Prerequisites

  • Set DASHSCOPE_API_KEY in your environment, or add dashscope_api_key to ~/.alibabacloud/credentials (env takes precedence).
  • Choose region endpoint (Beijing or Singapore). If unsure, pick the most reasonable region or ask the user.

Normalized interface (image.generate)

Request

  • prompt (string, required)
  • size (string, optional) e.g. 1024*1024
  • seed (int, optional)
  • prompt_extend (bool, optional; default false)
  • base_url (string, optional) override API endpoint

Response

  • image_url (string)
  • width (int)
  • height (int)
  • prompt (string)
  • rewritten_prompt (string, optional)
  • reasoning (string, optional)
  • request_id (string)

Quick start (curl)

curl -sS 'https://dashscope.aliyuncs.com/api/v1/services/aigc/multimodal-generation/generation' \
  -H 'Content-Type: application/json' \
  -H "Authorization: Bearer $DASHSCOPE_API_KEY" \
  -d '{
    "model": "z-image-turbo",
    "input": {
      "messages": [
        {
          "role": "user",
          "content": [{"text": "A calm lake at dawn, a lone angler casting a line, cinematic lighting"}]
        }
      ]
    },
    "parameters": {
      "size": "1024*1024",
      "prompt_extend": false
    }
  }'

Local helper script

python skills/ai/image/alicloud-ai-image-zimage-turbo/scripts/generate_image.py \
  --request '{"prompt":"a fishing scene at dawn, cinematic, realistic","size":"1024*1024"}' \
  --output output/ai-image-zimage-turbo/images/fishing.png \
  --print-response

Size notes

  • Total pixels must be between 512*512 and 2048*2048.
  • Prefer common sizes like 1024*1024, 1280*720, 1536*864.

Cost note

  • prompt_extend=true is billed higher than false. Only enable when you need rewritten prompts.

Output location

  • Default output: output/ai-image-zimage-turbo/images/
  • Override base dir with OUTPUT_DIR.

Validation

mkdir -p output/alicloud-ai-image-zimage-turbo
for f in skills/ai/image/alicloud-ai-image-zimage-turbo/scripts/*.py; do
  python3 -m py_compile "$f"
done
echo "py_compile_ok" > output/alicloud-ai-image-zimage-turbo/validate.txt

Pass criteria: command exits 0 and output/alicloud-ai-image-zimage-turbo/validate.txt is generated.

Output And Evidence

  • Save artifacts, command outputs, and API response summaries under output/alicloud-ai-image-zimage-turbo/.
  • Include key parameters (region/resource id/time range) in evidence files for reproducibility.

Workflow

  1. Confirm user intent, region, identifiers, and whether the operation is read-only or mutating.
  2. Run one minimal read-only query first to verify connectivity and permissions.
  3. Execute the target operation with explicit parameters and bounded scope.
  4. Verify results and save output/evidence files.

References

  • references/api_reference.md for request/response schema and regional endpoints.
  • references/sources.md for official docs.

Questions people ask

Which model name and credentials are required?
Requests must use the exact model string `z-image-turbo`. Authentication comes from `DASHSCOPE_API_KEY` or `dashscope_api_key` in `~/.alibabacloud/credentials`, with the environment variable taking precedence.
Which image sizes can I request?
Total pixel count must fall between `512*512` and `2048*2048`. Suggested common sizes include `1024*1024`, `1280*720`, and `1536*864`.
What does prompt extension change?
`prompt_extend` defaults to false. When enabled, the response may include a rewritten prompt, but the document notes that it is billed at a higher rate.

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