---
title: "clika_runtime.modelverse.pipelines"
sidebar_label: "clika_runtime.modelverse.pipelines"
description: "The clika_runtime.modelverse.pipelines module, introspected from the installed wheel."
---

<!-- Generated by tools/api_reference/generate_api_docs.py. Do not edit. -->

Task pipelines: ``pipeline(task, model)`` returns a callable that loads the
right model kind for the task and answers in the shapes model-hub pipelines
use::

    import clika_runtime.modelverse as mv

    generate = mv.pipeline("text-generation", model="Qwen/Qwen2.5-0.5B-Instruct", device="cuda:0")
    print(generate("hello", max_new_tokens=32)[0]["generated_text"])

    transcribe = mv.pipeline("automatic-speech-recognition", model="openai/whisper-small")
    print(transcribe("clip.wav")["text"])

The eleven tasks: ``text-generation``, ``automatic-speech-recognition``,
``text-to-speech``, ``feature-extraction``, ``image-feature-extraction``,
``zero-shot-image-classification``, ``object-detection``,
``depth-estimation``, ``translation``, ``image-to-text``, ``text-to-image``.
Images are ``[H, W, 3]`` tensors; audio a file path, encoded bytes, or a
features tensor.

| Name | Kind |
| --- | --- |
| [`AutomaticSpeechRecognitionPipeline`](./AutomaticSpeechRecognitionPipeline.md) | class |
| [`DepthEstimationPipeline`](./DepthEstimationPipeline.md) | class |
| [`FeatureExtractionPipeline`](./FeatureExtractionPipeline.md) | class |
| [`ImageFeatureExtractionPipeline`](./ImageFeatureExtractionPipeline.md) | class |
| [`ImageToTextPipeline`](./ImageToTextPipeline.md) | class |
| [`ObjectDetectionPipeline`](./ObjectDetectionPipeline.md) | class |
| [`Pipeline`](./Pipeline.md) | class |
| [`TextGenerationPipeline`](./TextGenerationPipeline.md) | class |
| [`TextToImagePipeline`](./TextToImagePipeline.md) | class |
| [`TextToSpeechPipeline`](./TextToSpeechPipeline.md) | class |
| [`TranslationPipeline`](./TranslationPipeline.md) | class |
| [`ZeroShotImageClassificationPipeline`](./ZeroShotImageClassificationPipeline.md) | class |
| [functions](./functions.md) | module functions |