HuggingFace 提供了 Serverless Inference API,用户可以轻松调用这些模型,甚至用于运行自己的私人模型。本教程将指导用户如何利用 Hugging Face API 零资源运行这些模型,并结合 LiteLLM 和 Flask 简化调用逻辑,以适配 OpenAI。 教程概要 介绍Hugging Face Serverless API 的使用方法,包括如何调用嵌入模型、文本生成模型和...
文档地址:https://huggingface.co/docs/api-inference Serverless Inference API 可以从部署在 Hugging Face Hub 上的超过 100,000 个模型中按需提供预测,这些模型动态加载到共享基础设施上。 应用场景 支持该 API 服务后,能直接运行大多数的开源模型。 Embedding 示例 示例模型:https://huggingface.co/maidalun1020/...
我将使用 Hugging Face 的推理 API,因此我需要从huggingface_hub包中导入InferenceClient(预装在 Gradio 中)。我将使用impira/layouylm-document-qa模型来回答用户的问题,然后使用HuggingFaceH4/zephyr-7b-beta大语言模型提供自然语言回答。 fromhuggingface_hubimportInferenceClient client = InferenceClient() defchat_fn...
Issue you'd like to raise. Langchain is still using the deprecated huggingface_hub InferenceApi in the latest version. the InferenceApi will be removed from version '0.19.0'. /usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/...
Modifying files within api-inference-community/{routes,validation,..}.py. Available tasks This repositories enable third-party libraries integrated withhuggingface_hubto create their own docker so that the widgets on the hub can work as thetransformersone do. ...
3、inference 内部推理方法 4、handle TorchServe调用预测请求。对数据进行预处理,利用模型进行预测,并对预测结果进行后处理 5、get_insights 6、postprocess 返回推断结果。 官方自带的handle有以下几种 image_classifier object_detector text_classifier image_segmenter ...
4. Since HuggingFace with its inference API creates a common interface for model generation, you can try different ImageToText models changing the target model in the HuggingFaceImageToText Service initialization. Dive Deeper Please reach out if you have any questions or feedback through ourSemantic...
https://modelscope.cn/models/damo/nlp_structbert_word-segmentation_chinese-lite/summary![68f638afd...
It's straightforward to train your models with one before loading them for inference with the other. Online demos You can test most of our models directly on their pages from the model hub. We also offer private model hosting, versioning, & an inference API for public and private models. ...
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