LTX-2-19B T2V Serverless API

Synchronized video and audio from text, multiple input types.

~100.95s
POST /v2/ltx-2-19b-t2v · submit + poll
 1# pip install "segmind>=1.1.0"
 2# export SEGMIND_API_KEY="YOUR_API_KEY"
 3from segmind import SegmindClient, InferenceFailed, InferenceTimeout
 4
 5# Async (v2) — recommended for long-running / video models.
 6# run() blocks up to 600s; submit_async + job.wait(timeout=...) sets a longer
 7# deadline and keeps the request_id so you can re-poll later.
 8client = SegmindClient()                      # reads SEGMIND_API_KEY
 9payload = {
10    "prompt": "A dynamic medium shot of a young Indian woman in casual streetwear walking quickly toward the camera through a modern tech office corridor, eyes wide with excitement, gesturing with her hands as she talks, bright daytime fluorescent lighting, smooth handheld tracking shot that keeps her centered in frame, colleagues and Segmind branding softly blurred in the background, natural office ambience as she walks and excitedly shouts in clear Indian English: 'L T X 2 video model is superfast, check it out its live on segmind'",
11    "negative_prompt": "blurry, low quality, still frame, frames, watermark, overlay, titles, has blurbox, has subtitles",
12    "width": 720,
13    "height": 1280,
14    "num_frames": 121,
15    "fps": 24,
16    "seed": 1234567890,
17    "guidance_scale": 4,
18}
19job = client.submit_async("ltx-2-19b-t2v", **payload)
20print(job.request_id)                         # available immediately
21try:
22    result = job.wait(timeout=900, interval=2.0)
23    print(result["status"])                  # COMPLETED
24    print(result.get("output"))              # model output (e.g. video URL)
25except InferenceTimeout as e:
26    print("still running:", e.request_id)    # re-poll later with this id
27except InferenceFailed as e:
28    print("failed:", e.detail)
29
30# Fast models (<=600s) can use the one-liner instead:
31# result = segmind.run("ltx-2-19b-t2v", **payload)

API Endpoint

POSThttps://api.segmind.com/v1/ltx-2-19b-t2v

Parameters

promptrequired
string

Prompt describing the video scene

fpsoptional
integer

Frames per second

Default: 24Range: 1 - 30
guidance_scaleoptional
number

Guidance scale for prompt adherence

Default: 4Range: 1 - 20
heightoptional
integer

Height of the output video

Default: 768Range: 256 - 1280
negative_promptoptional
string

Negative prompt to avoid certain elements

num_framesoptional
integer

Number of frames to generate

Default: 161Range: 1 - 400
seedoptional
integer

Random seed for reproducibility

Default: 1234567890
widthoptional
integer

Width of the output video

Default: 1024Range: 256 - 1280

Response Type

Returns: Video

Asynchronous requests (v2)

Use Async for video, long-running (>~60s), or high-concurrency workloads; Sync is simplest for fast image & LLM calls. Async submits a request and you poll it to completion.

  1. 1
    POST /v2/ltx-2-19b-t2v

    Submitreturns request_id, status_url, response_url

  2. 2
    GET /v2/requests/{id}/status

    Polluntil COMPLETED or FAILED

  3. 3
    GET /v2/requests/{id}

    Resultfinal response body

Status states

QUEUEDAccepted, waiting for a worker
PROCESSINGRunning on a worker
COMPLETEDDone — result body is ready
FAILEDErrored (incl. content/RAI blocks)
  • A FAILED request is served as HTTP 422 — the body still carries the error detail.
  • An unknown or expired request_id returns HTTP 404.
  • Results are retained for 1 hour, then expire.
  • Content / RAI blocks surface as FAILED, not a separate state.
  • Track completion by polling the status endpoint.

Common Error Codes

The API returns standard HTTP status codes. Detailed error messages are provided in the response body.

400

Bad Request

Invalid parameters or request format

401

Unauthorized

Missing or invalid API key

403

Forbidden

Insufficient permissions

404

Not Found

Model or endpoint not found

406

Insufficient Credits

Not enough credits to process request

429

Rate Limited

Too many requests

500

Server Error

Internal server error

502

Bad Gateway

Service temporarily unavailable

504

Timeout

Request timed out