vllm_omni.model_executor.models.whisper_utils ¶ Conv1d ¶ Bases: Conv1d Conv1d with automatic dtype casting for mixed precision inference. ConvTranspose1d ¶ Bases: ConvTranspose1d Linear ¶ Bases: Linear Linear layer with automatic dtype casting for mixed precision inference. forward ¶ forward(x: Tensor) -> Tensor sinusoids ¶ sinusoids(length, channels, max_timescale=10000) Returns sinusoids for positional embedding.