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Various Chroma pipeline issues #12112

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@dxqb

Description

Describe the bug

Some minor issues that I have found while using the Chroma pipeline for the first time:

  • if sentencepiece is not installed, you get a quite cryptic error message. Other pipelines such as Flux give you a nice error message that sentencepiece has to be installed
  • The config attributes {'guidance_embeds': False, 'pooled_projection_dim': 768} were passed to ChromaTransformer2DModel, but are not expected and will be ignored. Please verify your config.json configuration file.
    Chroma does not use CLIP, only T5, so there is no pooled projection. and does not use a guidance embedding as Flux - but I guess this is an issue with the config file, not the diffusers pipeline
  • this code seems unnecessary, because dynamic timestep shifting is disabled in Chroma's scheduler config: https://huggingface.co/lodestones/Chroma1-HD/blob/main/scheduler/scheduler_config.json
    confirmed by the actual timesteps that are used:
    (Pdb) timesteps tensor([1000., 975., 950., 925., 900., 875., 850., 825., 800., 775., 750., 725., 700., 675., 650., 625., 600., 575., 550., 525., 500., 475., 450., 425., 400., 375., 350., 325., 300., 275., 250., 225., 200., 175., 150., 125., 100., 75., 50., 25.], device='cuda:0')
  • Chroma's official repo is lodestones/Chroma1-HD now. This could be updated in your pipeline example code: https://huggingface.co/docs/diffusers/main/api/pipelines/chroma

Reproduction

run the sample code here https://huggingface.co/docs/diffusers/main/api/pipelines/chroma

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System Info

diffusers HEAD, python 3.11.11

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