[feat] Add MatrixGame3.0 (#1201)

Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com>

examples/inference/basic/basic_matrixgame3.py

@@ -0,0 +1,35 @@
+from fastvideo import VideoGenerator
+
+MODEL_PATH = "FastVideo/Matrix-Game-3.0-Base-Distilled-Diffusers"
+IMAGE_URL = "https://raw.githubusercontent.com/SkyworkAI/Matrix-Game/main/Matrix-Game-3/demo_images/001/image.png"
+PROMPT = "A colorful, animated cityscape with a gas station and various buildings."
+OUTPUT_PATH = "video_samples_matrixgame3"
+
+
+def main():
+    generator = VideoGenerator.from_pretrained(
+        MODEL_PATH,
+        num_gpus=1,
+        use_fsdp_inference=False,
+        dit_cpu_offload=False,
+        vae_cpu_offload=False,
+        text_encoder_cpu_offload=True,
+        pin_cpu_memory=True,
+    )
+
+    generator.generate_video(
+        prompt=PROMPT,
+        image_path=IMAGE_URL,
+        height=720,
+        width=1280,
+        num_frames=57,
+        num_inference_steps=3,
+        guidance_scale=1.0,
+        seed=42,
+        output_path=OUTPUT_PATH,
+        save_video=True,
+    )
+
+
+if __name__ == "__main__":
+    main()