Hugging Face Practice

• Hugging Face 공식문서를 연습
• github: https://github.com/just-record/huggingface_practice
• server: GPU2 - /home/dev/app/source_code/vllm_practice

Transformers

Tutorials

• Run inference with pipelines
  • Pipeline usage
  • Parameters
  • Using pipelines on a dataset
  • Vision pipeline
  • Text pipeline
  • Multimodal pipeline: 오류
  • Using pipeline on large models with 🤗 accelerate
  • Creating web demos from pipelines with gradio
• Write portable code with AutoClass
  • AutoTokenizer
  • AutoImageProcessor
  • AutoBackbone
  • AutoFeatureExtractor
  • AutoProcessor
  • AutoModel

나머지는 좀 더 사용해 보고 진행

Hub Python Library

Quickstart

• Download files
• Authentication

나머지는 필요하다 싶을 때 진행

Inference API(serverless)

• Detailed parameters