[LTX-Video] fix attribute adjustment for ltx. #10426
                
     Merged
            
            
          
  Add this suggestion to a batch that can be applied as a single commit.
  This suggestion is invalid because no changes were made to the code.
  Suggestions cannot be applied while the pull request is closed.
  Suggestions cannot be applied while viewing a subset of changes.
  Only one suggestion per line can be applied in a batch.
  Add this suggestion to a batch that can be applied as a single commit.
  Applying suggestions on deleted lines is not supported.
  You must change the existing code in this line in order to create a valid suggestion.
  Outdated suggestions cannot be applied.
  This suggestion has been applied or marked resolved.
  Suggestions cannot be applied from pending reviews.
  Suggestions cannot be applied on multi-line comments.
  Suggestions cannot be applied while the pull request is queued to merge.
  Suggestion cannot be applied right now. Please check back later.
  
    
  
    
What does this PR do?
I want to be able to do:
And then use the prompt embedding outputs for downstream tasks.
Currently, LTX pipelines would fail to do this. This PR fixes that.
In a separate PR, I can look into refactoring the test-suite to test
encode_prompt()in isolation as it's widely used for many trainers and other applications (cc: @hlky).