vllm-omni/docs/api

Summary

Entry Points

Main entry points for vLLM-Omni inference and serving.

• [vllm_omni.entrypoints.async_omni.AsyncOmni][]
• [vllm_omni.entrypoints.async_omni_diffusion.AsyncOmniDiffusion][]
• [vllm_omni.entrypoints.async_omni_llm.AsyncOmniLLM][]
• [vllm_omni.entrypoints.chat_utils.OmniAsyncMultiModalContentParser][]
• [vllm_omni.entrypoints.chat_utils.OmniAsyncMultiModalItemTracker][]
• [vllm_omni.entrypoints.chat_utils.parse_chat_messages_futures][]
• [vllm_omni.entrypoints.cli.benchmark.base.OmniBenchmarkSubcommandBase][]
• [vllm_omni.entrypoints.cli.benchmark.main.OmniBenchmarkSubcommand][]
• [vllm_omni.entrypoints.cli.benchmark.serve.OmniBenchmarkServingSubcommand][]
• [vllm_omni.entrypoints.cli.serve.OmniServeCommand][]
• [vllm_omni.entrypoints.client_request_state.ClientRequestState][]
• [vllm_omni.entrypoints.log_utils.OrchestratorMetrics][]
• [vllm_omni.entrypoints.log_utils.StageRequestMetrics][]
• [vllm_omni.entrypoints.log_utils.StageStats][]
• [vllm_omni.entrypoints.omni.Omni][]
• [vllm_omni.entrypoints.omni.OmniBase][]
• [vllm_omni.entrypoints.omni_diffusion.OmniDiffusion][]
• [vllm_omni.entrypoints.omni_llm.OmniLLM][]
• [vllm_omni.entrypoints.omni_stage.OmniStage][]
• [vllm_omni.entrypoints.stage_utils.OmniStageTaskType][]

Inputs

Input data structures for multi-modal inputs.

• [vllm_omni.inputs.data.OmniDiffusionSamplingParams][]
• [vllm_omni.inputs.data.OmniEmbedsPrompt][]
• [vllm_omni.inputs.data.OmniTextPrompt][]
• [vllm_omni.inputs.data.OmniTokenInputs][]
• [vllm_omni.inputs.data.OmniTokensPrompt][]
• [vllm_omni.inputs.parse.parse_singleton_prompt_omni][]
• [vllm_omni.inputs.preprocess.OmniInputPreprocessor][]

Engine

Engine classes for offline and online inference.

• [vllm_omni.diffusion.diffusion_engine.DiffusionEngine][]
• [vllm_omni.engine.AdditionalInformationEntry][]
• [vllm_omni.engine.AdditionalInformationPayload][]
• [vllm_omni.engine.OmniEngineCoreOutput][]
• [vllm_omni.engine.OmniEngineCoreOutputs][]
• [vllm_omni.engine.OmniEngineCoreRequest][]
• [vllm_omni.engine.PromptEmbedsPayload][]
• [vllm_omni.engine.arg_utils.AsyncOmniEngineArgs][]
• [vllm_omni.engine.arg_utils.OmniEngineArgs][]
• [vllm_omni.engine.input_processor.OmniInputProcessor][]
• [vllm_omni.engine.output_processor.MultimodalOutputProcessor][]
• [vllm_omni.engine.output_processor.OmniRequestState][]

Core

Core scheduling and caching components.

• [vllm_omni.core.sched.omni_ar_scheduler.KVCacheTransferData][]
• [vllm_omni.core.sched.omni_ar_scheduler.OmniARScheduler][]
• [vllm_omni.core.sched.omni_generation_scheduler.OmniGenerationScheduler][]
• [vllm_omni.core.sched.output.OmniCachedRequestData][]
• [vllm_omni.core.sched.output.OmniNewRequestData][]
• [vllm_omni.core.sched.output.OmniSchedulerOutput][]
• [vllm_omni.model_executor.models.qwen3_tts.tokenizer_25hz.vq.core_vq.DistributedGroupResidualVectorQuantization][]
• [vllm_omni.model_executor.models.qwen3_tts.tokenizer_25hz.vq.core_vq.DistributedResidualVectorQuantization][]
• [vllm_omni.model_executor.models.qwen3_tts.tokenizer_25hz.vq.core_vq.EuclideanCodebook][]
• [vllm_omni.model_executor.models.qwen3_tts.tokenizer_25hz.vq.core_vq.VectorQuantization][]
• [vllm_omni.model_executor.models.qwen3_tts.tokenizer_25hz.vq.core_vq.preprocess][]

Configuration

Configuration classes.

• [vllm_omni.config.model.OmniModelConfig][]
• [vllm_omni.diffusion.cache.teacache.config.TeaCacheConfig][]
• [vllm_omni.distributed.omni_connectors.utils.config.ConnectorSpec][]
• [vllm_omni.distributed.omni_connectors.utils.config.OmniTransferConfig][]
• [vllm_omni.model_executor.models.qwen3_tts.configuration_qwen3_tts.Qwen3TTSConfig][]
• [vllm_omni.model_executor.models.qwen3_tts.configuration_qwen3_tts.Qwen3TTSSpeakerEncoderConfig][]
• [vllm_omni.model_executor.models.qwen3_tts.configuration_qwen3_tts.Qwen3TTSTalkerCodePredictorConfig][]
• [vllm_omni.model_executor.models.qwen3_tts.configuration_qwen3_tts.Qwen3TTSTalkerConfig][]
• [vllm_omni.model_executor.models.qwen3_tts.tokenizer_12hz.configuration_qwen3_tts_tokenizer_v2.Qwen3TTSTokenizerV2Config][]
• [vllm_omni.model_executor.models.qwen3_tts.tokenizer_12hz.configuration_qwen3_tts_tokenizer_v2.Qwen3TTSTokenizerV2DecoderConfig][]
• [vllm_omni.model_executor.models.qwen3_tts.tokenizer_25hz.configuration_qwen3_tts_tokenizer_v1.Qwen3TTSTokenizerV1Config][]
• [vllm_omni.model_executor.models.qwen3_tts.tokenizer_25hz.configuration_qwen3_tts_tokenizer_v1.Qwen3TTSTokenizerV1DecoderBigVGANConfig][]
• [vllm_omni.model_executor.models.qwen3_tts.tokenizer_25hz.configuration_qwen3_tts_tokenizer_v1.Qwen3TTSTokenizerV1DecoderConfig][]
• [vllm_omni.model_executor.models.qwen3_tts.tokenizer_25hz.configuration_qwen3_tts_tokenizer_v1.Qwen3TTSTokenizerV1DecoderDiTConfig][]
• [vllm_omni.model_executor.models.qwen3_tts.tokenizer_25hz.configuration_qwen3_tts_tokenizer_v1.Qwen3TTSTokenizerV1EncoderConfig][]

Workers

Worker classes and model runners for distributed inference.

• [vllm_omni.diffusion.worker.diffusion_model_runner.DiffusionModelRunner][]
• [vllm_omni.diffusion.worker.diffusion_worker.DiffusionWorker][]
• [vllm_omni.diffusion.worker.diffusion_worker.WorkerProc][]
• [vllm_omni.platforms.npu.worker.npu_ar_model_runner.ExecuteModelState][]
• [vllm_omni.platforms.npu.worker.npu_ar_model_runner.NPUARModelRunner][]
• [vllm_omni.platforms.npu.worker.npu_ar_worker.NPUARWorker][]
• [vllm_omni.platforms.npu.worker.npu_generation_model_runner.NPUGenerationModelRunner][]
• [vllm_omni.platforms.npu.worker.npu_generation_worker.NPUGenerationWorker][]
• [vllm_omni.platforms.npu.worker.npu_model_runner.OmniNPUModelRunner][]
• [vllm_omni.platforms.xpu.worker.xpu_ar_model_runner.XPUARModelRunner][]
• [vllm_omni.platforms.xpu.worker.xpu_ar_worker.XPUARWorker][]
• [vllm_omni.platforms.xpu.worker.xpu_generation_model_runner.XPUGenerationModelRunner][]
• [vllm_omni.platforms.xpu.worker.xpu_generation_worker.XPUGenerationWorker][]
• [vllm_omni.worker.gpu_ar_model_runner.ExecuteModelState][]
• [vllm_omni.worker.gpu_ar_model_runner.GPUARModelRunner][]
• [vllm_omni.worker.gpu_ar_worker.GPUARWorker][]
• [vllm_omni.worker.gpu_generation_model_runner.GPUGenerationModelRunner][]
• [vllm_omni.worker.gpu_generation_worker.GPUGenerationWorker][]
• [vllm_omni.worker.gpu_model_runner.OmniGPUModelRunner][]
• [vllm_omni.worker.mixins.OmniWorkerMixin][]