Update README.md

README.md

@@ -179,7 +179,101 @@ Install diffusers from source:
 pip install git+https://github.com/huggingface/diffusers.git
 ```
 
-For example, let's take Helios-Distilled.
+For example, let's take Helios-Distilled (**Standard Pipeline**).
+
+<details>
+  <summary>Click to expand the code</summary>
+
+  ```bash
+  import torch
+  from diffusers import AutoModel, HeliosPyramidPipeline
+  from diffusers.utils import export_to_video, load_video, load_image
+
+  vae = AutoModel.from_pretrained("BestWishYsh/Helios-Distilled", subfolder="vae", torch_dtype=torch.float32)
+
+  pipeline = HeliosPyramidPipeline.from_pretrained(
+      "BestWishYsh/Helios-Distilled",
+      vae=vae,
+      torch_dtype=torch.bfloat16
+  )
+  pipeline.to("cuda")
+
+  negative_prompt = """
+  Bright tones, overexposed, static, blurred details, subtitles, style, works, paintings, images, static, overall gray, worst quality,
+  low quality, JPEG compression residue, ugly, incomplete, extra fingers, poorly drawn hands, poorly drawn faces, deformed, disfigured,
+  misshapen limbs, fused fingers, still picture, messy background, three legs, many people in the background, walking backwards
+  """
+
+  # --- T2V ---
+  prompt = """
+  A vibrant tropical fish swimming gracefully among colorful coral reefs in a clear, turquoise ocean. The fish has bright blue 
+  and yellow scales with a small, distinctive orange spot on its side, its fins moving fluidly. The coral reefs are alive with 
+  a variety of marine life, including small schools of colorful fish and sea turtles gliding by. The water is crystal clear, 
+  allowing for a view of the sandy ocean floor below. The reef itself is adorned with a mix of hard and soft corals in shades 
+  of red, orange, and green. The photo captures the fish from a slightly elevated angle, emphasizing its lively movements and 
+  the vivid colors of its surroundings. A close-up shot with dynamic movement.
+  """
+
+  output = pipeline(
+      prompt=prompt,
+      negative_prompt=negative_prompt,
+      num_frames=240,
+      pyramid_num_inference_steps_list=[2, 2, 2],
+      guidance_scale=1.0,
+      is_amplify_first_chunk=True,
+      generator=torch.Generator("cuda").manual_seed(42),
+  ).frames[0]
+  export_to_video(output, "helios_distilled_t2v_output.mp4", fps=24)
+
+  # --- I2V ---
+  i2v_prompt = """
+  A towering emerald wave surges forward, its crest curling with raw power and energy. Sunlight glints off the translucent water, 
+  illuminating the intricate textures and deep green hues within the wave’s body. A thick spray erupts from the breaking crest, 
+  casting a misty veil that dances above the churning surface. As the perspective widens, the immense scale of the wave becomes 
+  apparent, revealing the restless expanse of the ocean stretching beyond. The scene captures the ocean’s untamed beauty and 
+  relentless force, with every droplet and ripple shimmering in the light. The dynamic motion and vivid colors evoke both awe and 
+  respect for nature’s might.
+  """
+  image_path = "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/helios/wave.jpg"
+
+  output = pipeline(
+      prompt=i2v_prompt,
+      negative_prompt=negative_prompt,
+      image=load_image(image_path).resize((640, 384)),
+      num_frames=240,
+      pyramid_num_inference_steps_list=[2, 2, 2],
+      guidance_scale=1.0,
+      is_amplify_first_chunk=True,
+      generator=torch.Generator("cuda").manual_seed(42),
+  ).frames[0]
+  export_to_video(output, "helios_distilled_i2v_output.mp4", fps=24)
+
+  # --- V2V ---
+  v2v_prompt = """
+  A bright yellow Lamborghini Huracn Tecnica speeds along a curving mountain road, surrounded by lush green trees 
+  under a partly cloudy sky. The car's sleek design and vibrant color stand out against the natural backdrop, 
+  emphasizing its dynamic movement. The road curves gently, with a guardrail visible on one side, adding depth to 
+  the scene. The motion blur captures the sense of speed and energy, creating a thrilling and exhilarating atmosphere. 
+  A front-facing shot from a slightly elevated angle, highlighting the car's aggressive stance and the surrounding greenery.
+  """
+  video_path = "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/helios/car.mp4"
+
+  output = pipeline(
+      prompt=v2v_prompt,
+      negative_prompt=negative_prompt,
+      video=load_video(video_path),
+      num_frames=240,
+      pyramid_num_inference_steps_list=[2, 2, 2],
+      guidance_scale=1.0,
+      is_amplify_first_chunk=True,
+      generator=torch.Generator("cuda").manual_seed(42),
+  ).frames[0]
+  export_to_video(output, "helios_distilled_v2v_output.mp4", fps=24)
+  ```
+
+</details>
+
+For example, let's take Helios-Distilled (**Modular Pipeline**).
 
 <details>
   <summary>Click to expand the code</summary>