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Transformers

원문: transformers

This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks. Use for text generation, classification, question answering, translation, summarization, image classification, object detection

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Transformers Overview The Hugging Face Transformers library provides access to thousands of pre trained models for tasks across NLP, computer vision, audio, and multimodal domains. Use this skill to load models, perform inference, and fine tune on custom data. Installation Install transformers and core dependencies: For vision tasks, add: For audio tasks, add: Authentication Many models on the Hugging Face Hub require authentication. Set up access: Or set environment variable: Get tokens at: https://huggingface.co/settings/tokens Quick Start Use the Pipeline API for fast inference without manual configuration: Core Capabilities 1. Pipelines for Quick Inference Use for simple, optimized infer

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