P H3 Image Text To Image LoRA API Documentation
Playground
Try it on WaveSpeedAI!P-H3-Image by Pruna AI, built on the MiniMax H3 open weights, turns a text prompt into a photorealistic, editorial-quality image, at 1K to 4K resolution. Loads up to 3 custom LoRA weights per request. Ready-to-use REST inference API, best performance, no cold starts, affordable pricing.
Features
P-H3-Image is Pruna AI’s image generation and editing model built on the MiniMax H3 open weights. This endpoint turns a text prompt into a photorealistic, editorial-quality image from 1K up to 4K. Load up to 3 custom LoRA weights per request.
Powered by MiniMax H3.
Why Choose This?
-
LoRA support
Load up to 3 LoRA weights per request, each with its own scale, for custom styles, characters and products. -
Photorealistic by default
Natural skin, light and materials, with strong prompt adherence for documentary, editorial and cinematic looks. -
Up to 4K output
Choose 1k, 1.5k, 2k, 3k or 4k; 3k sits closest to the model’s sweet spot for fine detail. -
Built-in prompt enhancement
Short requests are expanded into detailed prompts automatically, so a one-line idea still renders well.
Parameters
| Parameter | Required | Description |
|---|---|---|
| prompt | Yes | Text description of the image. |
| aspect_ratio | No | Output aspect ratio: 1:1, 1:2, 2:1, 1:3, 3:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 9:21, 21:9. Defaults to 1:1. |
| resolution | No | Output resolution: 1k (default, ~1 MP), 1.5k (~2.4 MP), 2k (~4 MP), 3k (~9.4 MP) or 4k (~16.8 MP). |
| output_format | No | jpeg (default), png or webp. |
| loras | No | Up to 3 LoRA weights. Each item uses {path, scale}, where path is a LoRA file URL. |
| seed | No | Random seed. -1 picks a random seed. |
How to Use
- Write your prompt — Describe subject, setting, lighting and style.
- Choose aspect ratio and resolution —
1k–2kfor iteration,3kor4kfor final assets. - Submit — Receive the image URL.
Pricing
Pricing is based on the selected resolution, plus a flat $0.015 per image for LoRA support (already included below).
| Resolution | Cost per image |
|---|---|
| 1k | $0.035 |
| 1.5k | $0.055 |
| 2k | $0.075 |
| 3k | $0.115 |
| 4k | $0.175 |
Pro Tips
- Start LoRA
scalearound0.8–1.0, then adjust based on how strongly the LoRA affects the result. - Describe the scene concretely (subject, setting, light, lens); avoid hype words, which tend to make images worse.
- Short quoted text such as a sign or a title renders well; long or small text is less reliable.
- Use
3kor4kfor hands, small background figures and fine textures. - Fix the
seedto iterate on wording without changing the composition.
Related Models
- P-H3-Image Text-to-Image
- P-H3-Image Edit
- P-H3-Image Edit LoRA
- MiniMax H3 Text-to-Video — Video generation with native audio on the same model family.
Reference
Authentication
For authentication details, please refer to the Authentication Guide.
API Endpoints
Submit Task & Query Result
set -euo pipefail
export WAVESPEED_API_KEY="your-api-key"
REQUEST_BODY=$(cat <<'JSON'
{
"prompt": "A cinematic ocean wave at sunrise, highly detailed",
"aspect_ratio": "1:1",
"resolution": "1k",
"output_format": "jpeg"
}
JSON
)
# 1. Submit the prediction once. Never retry this request automatically:
# a retry after an unclear failure can create a second, billed task.
CHECK='The task may already exist. Check History or the predictions list before submitting again.'
if ! SUBMIT_RESPONSE=$(curl --silent --show-error --fail-with-body \
--connect-timeout 10 --max-time 60 \
-X POST "https://api.wavespeed.ai/api/v3/wavespeed-ai/p-h3-image/text-to-image-lora" \
-H "Authorization: Bearer ${WAVESPEED_API_KEY}" \
-H "Content-Type: application/json" \
-d "${REQUEST_BODY}"); then
printf 'Submit failed. %s\n' "${CHECK}" >&2
exit 1
fi
TASK=$(printf '%s' "${SUBMIT_RESPONSE}" | jq 'if type == "object" and has("data") then .data else . end')
PREDICTION_ID=$(printf '%s' "${TASK}" | jq -r '.id // empty')
if [ -z "${PREDICTION_ID}" ]; then
printf 'Submission response did not contain a prediction id. %s\n' "${CHECK}" >&2
exit 1
fi
RESULT_URL="https://api.wavespeed.ai/api/v3/predictions/${PREDICTION_ID}/result"
# 2. Poll until the prediction reaches a final status.
BODY_FILE=$(mktemp)
trap 'rm -f "${BODY_FILE}"' EXIT
while true; do
# Transient errors (429, 5xx) are retried, honoring Retry-After.
HTTP_CODE=$(curl --silent --show-error --fail-with-body \
--connect-timeout 10 --max-time 60 --retry 5 --retry-delay 2 \
--output "${BODY_FILE}" --write-out '%{http_code}' \
"${RESULT_URL}" \
-H "Authorization: Bearer ${WAVESPEED_API_KEY}" || true)
case "${HTTP_CODE}" in
2??) ;;
000|429|5??) # dropped connection or temporary error: keep polling
printf 'Task %s: HTTP %s, polling again in 10s\n' "${PREDICTION_ID}" "${HTTP_CODE}" >&2
sleep 10; continue ;;
*) printf 'Task %s: HTTP %s\n' "${PREDICTION_ID}" "${HTTP_CODE}" >&2
cat "${BODY_FILE}" >&2; exit 1 ;;
esac
RESULT=$(jq 'if type == "object" and has("data") then .data else . end' "${BODY_FILE}")
STATUS=$(printf '%s' "${RESULT}" | jq -r '.status // empty')
case "${STATUS}" in
completed) printf '%s\n' "${RESULT}" | jq '.outputs'; break ;;
failed|cancelled|timeout|deleted)
printf 'Task %s ended with status %s\n' "${PREDICTION_ID}" "${STATUS}" >&2
printf '%s\n' "${RESULT}" | jq . >&2; exit 1 ;;
*) sleep 2 ;;
esac
doneRetry temporary errors only while polling, never the submit request. Errors, retries and timeouts
Parameters
Task Submission Parameters
Request Parameters
| Parameter | Type | Required | Default | Range | Description |
|---|---|---|---|---|---|
| prompt | string | Yes | - | The positive prompt for the generation. | |
| aspect_ratio | string | No | 1:1 | 1:1, 1:2, 2:1, 1:3, 3:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 9:21, 21:9 | The aspect ratio of the generated image. Defaults to 1:1. |
| resolution | string | No | 1k | 1k, 1.5k, 2k, 3k, 4k | Total output resolution tier: 1k (~1 megapixels), 1.5k (~2.4 megapixels), 2k (~4 megapixels), 3k (~9.4 megapixels) or 4k (~16.8 megapixels). |
| output_format | string | No | jpeg | jpeg, png, webp | The format of the output image. |
| loras | array<object> | No | 0 ~ 3 items | List of LoRAs to apply (max 3). | |
| loras[].path | string | Yes | - | - | URL or the path to the LoRA weights. |
| loras[].scale | number | No | 1 | 0 ~ 4 | The scale of the LoRA weights. This is used to scale the LoRA weight before merging it with the base model. |
| seed | integer | No | - | - | The random seed to use for the generation. -1 means a random seed will be used. |
Every model also accepts the global request options enable_sync_mode and enable_base64_output; see their pages for details.
Response Parameters
| Parameter | Type | Description |
|---|---|---|
| code | integer | HTTP status code (e.g., 200 for success) |
| message | string | Status message (e.g., “success”) |
| data.id | string | Unique identifier for the prediction, Task Id |
| data.model | string | Model ID used for the prediction |
| data.outputs | array | Output values, usually URL strings; some models return text strings or structured result objects (empty when status is not completed) |
| data.urls | object | Object containing related API endpoints |
| data.status | string | Task status. completed is successful; failed, cancelled, timeout, and deleted are failure terminal statuses. |
| data.created_at | string | ISO timestamp of when the request was created (e.g., “2023-04-01T12:34:56.789Z”) |
| data.error | string | Error message (empty if no error occurred) |
| data.timings | object | Object containing timing details |
| data.timings.inference | integer | Inference time in milliseconds |
Result Request Parameters
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
| id | string | Yes | - | Task ID |
Result Response Parameters
| Parameter | Type | Description |
|---|---|---|
| code | integer | HTTP status code (e.g., 200 for success) |
| message | string | Status message (e.g., “success”) |
| data | object | The prediction data object containing all details |
| data.id | string | Unique identifier for the prediction |
| data.model | string | Model ID used for the prediction |
| data.outputs | array<string | object> | Array of generated outputs (empty when status is not completed). Items are usually URL strings, but may be text strings or structured result objects, depending on the model. |
| data.urls | object | Object containing related API endpoints |
| data.status | string | Status: completed is successful; failed, cancelled, timeout, and deleted are failure terminal statuses |
| data.created_at | string | ISO timestamp of when the request was created |
| data.error | string | Error message (empty if no error occurred) |
| data.timings | object | Object containing timing details |
| data.timings.inference | integer | Inference time in milliseconds |