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Apple Silicon (M2 Ultra) - All local generations fail with RuntimeError in mps_sdpa (LTX Desktop 1.2.7) #171

Description

@abonnementsalbh-cloud

System

  • LTX Desktop 1.2.7
  • macOS Sonoma 14.8.2
  • Mac Studio M2 Ultra
  • 64 GB unified memory

Problem

Local generation fails every time.

The issue affects BOTH:

  • Text-to-Image
  • Image-to-Video

Generation always ends with:

HTTP 500
Caught an unknown exception

This happens with very simple prompts as well (for example: "A red apple on a wooden table"), so it does not appear to be prompt-related.

Models

Installation completed successfully.

Downloaded models include:

  • LTX 2.5 distilled transformer
  • Gemma4 text encoder
  • Audio VAE
  • Conv Video VAE
  • Spatial upscaler
  • Z-Image Turbo

Memory

This is NOT an out-of-memory issue.

Heartbeat reports approximately:

torch = 1.02 GiB
driver = 2.99 GiB
max = 48.00 GiB

Relevant backend log

The backend consistently crashes inside Apple's MPS attention backend:

mps_sdpa
mpsgraph_zc

followed by:

RuntimeError: Caught an unknown exception

Changing

"use_local_text_encoder": true

does not change the behaviour.

Attached

  • complete backend session log

Activity

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