feat(diffusers/pipelines): add LTXConditionPipeline (#997)

Author: Cui-yshoho

docs/diffusers/api/pipelines/ltx_video.md

@@ -26,6 +26,7 @@ Available models:
 |:----------------------------------------------------------------------------------------------------------:|:-----------------:|
 | [`LTX Video 0.9.0`](https://huggingface.co/Lightricks/LTX-Video/blob/main/ltx-video-2b-v0.9.safetensors)   |   `ms.bfloat16`   |
 | [`LTX Video 0.9.1`](https://huggingface.co/Lightricks/LTX-Video/blob/main/ltx-video-2b-v0.9.1.safetensors) |   `ms.bfloat16`   |
+| [`LTX Video 0.9.5`](https://huggingface.co/Lightricks/LTX-Video/blob/main/ltx-video-2b-v0.9.5.safetensors) | `ms.bfloat16` |
 
 Note: The recommended dtype is for the transformer component. The VAE and text encoders can be either `ms.float32`, `ms.bfloat16` or `ms.float16` but the recommended dtype is `ms.bfloat16` as used in the original repository.
 
@@ -101,4 +102,6 @@ Refer to [this section](https://mindspore-lab.github.io/mindone/latest/diffusers
 
 ::: mindone.diffusers.LTXImageToVideoPipeline
 
+::: mindone.diffusers.LTXConditionPipeline
+
 ::: mindone.diffusers.pipelines.ltx.pipeline_output.LTXPipelineOutput

mindone/diffusers/__init__.py

@@ -178,6 +178,7 @@
         "LDMTextToImagePipeline",
         "LEditsPPPipelineStableDiffusion",
         "LEditsPPPipelineStableDiffusionXL",
+        "LTXConditionPipeline",
         "LTXImageToVideoPipeline",
         "LTXPipeline",
         "Lumina2Pipeline",
@@ -484,6 +485,7 @@
         LDMTextToImagePipeline,
         LEditsPPPipelineStableDiffusion,
         LEditsPPPipelineStableDiffusionXL,
+        LTXConditionPipeline,
         LTXImageToVideoPipeline,
         LTXPipeline,
         Lumina2Pipeline,