Hub documentation
위젯 예제
단일 로그인(SSO) 감사 로그 스토리지 리전 비공개 데이터셋용 Data Studio 리소스 그룹(액세스 제어) 고급 컴퓨트 옵션 고급 보안 토큰 관리 서비스 계정 발행자 분석 게이팅 그룹 컬렉션 네트워크 보안 다운로드 분석 속도 제한 블로그 글
PRO 플랜 리포지토리 레포지토리 시작하기 저장소 설정 저장 용량 제한 스토리지 백엔드(Xet) 로컬 캐시 Pull Requests & Discussions 알림 컬렉션 Webhooks GitHub Actions 노트북 다음 단계 라이선스
모델 모델 허브 모델 카드 평가 결과 리더보드 데이터 게이트된 모델 모델 업로드 모델 다운로드 통합 라이브러리 모델 위젯 모델 추론 모델 다운로드 통계 모델 릴리스 체크리스트 하드웨어 로컬 앱 자주 묻는 질문 고급 주제
데이터셋 Datasets 개요 Dataset Cards 게이트된 데이터셋 데이터셋 업로드 데이터셋 업로드 (LLM용) 데이터셋 다운로드 스트리밍 데이터셋 통합 라이브러리 Data Studio Agent Traces 데이터셋 다운로드 통계
Spaces Spaces 개요 Spaces GPU 업그레이드 Spaces ZeroGPU Spaces Dev Mode Spaces 디스크 사용량 및 저장소 Spaces 사용자 지정 도메인 MCP 서버로 사용 가능한 Spaces Spaces를 에이전트 도구로 API 엔드포인트로 사용하는 Spaces Gradio Spaces Streamlit Spaces Static HTML Spaces Docker Spaces Space 임베드하기 Docker로 Spaces 실행 Spaces 구성 참조 HF로 로그인 버튼 주요 Spaces Spaces 변경 이력 고급 주제
Storage Buckets new 컨테이너 이미지 new Jobs Jobs 개요 빠른 시작 Pricing and Billing 작업 관리 구성 Docker 이미지 사용 모델 서빙 모델 학습 예제 및 튜토리얼 대규모 데이터셋 처리 Schedule Jobs Webhook 자동화 참고
에이전트 에이전트 개요 AI 에이전트를 위한 Hugging Face CLI Hugging Face MCP 서버 Hugging Face Agent Skills HF SDK를 사용하여 에이전트 구축하기 llama.cpp를 활용한 로컬 에이전트 에이전트 라이브러리 세션 추적 형식
기타 위젯 예제
각 위젯 예시에서는 output 속성에 해당 모델의 출력을 선택적으로 직접 설명할 수 있습니다. 자세한 내용은 스펙을 참고하세요.
자연어 처리
Fill-Mask
widget:
- text: "Paris is the <mask> of France."
example_title: "Capital"
- text: "The goal of life is <mask>."
example_title: "Philosophy"질문 답변
widget:
- text: "What's my name?"
context: "My name is Clara and I live in Berkeley."
example_title: "Name"
- text: "Where do I live?"
context: "My name is Sarah and I live in London"
example_title: "Location"요약
widget:
- text: "The tower is 324 metres (1,063 ft) tall, about the same height as an 81-storey building, and the tallest structure in Paris. Its base is square, measuring 125 metres (410 ft) on each side. During its construction, the Eiffel Tower surpassed the Washington Monument to become the tallest man-made structure in the world, a title it held for 41 years until the Chrysler Building in New York City was finished in 1930. It was the first structure to reach a height of 300 metres. Due to the addition of a broadcasting aerial at the top of the tower in 1957, it is now taller than the Chrysler Building by 5.2 metres (17 ft). Excluding transmitters, the Eiffel Tower is the second tallest free-standing structure in France after the Millau Viaduct."
example_title: "Eiffel Tower"
- text: "Laika, a dog that was the first living creature to be launched into Earth orbit, on board the Soviet artificial satellite Sputnik 2, on November 3, 1957. It was always understood that Laika would not survive the mission, but her actual fate was misrepresented for decades. Laika was a small (13 pounds [6 kg]), even-tempered, mixed-breed dog about two years of age. She was one of a number of stray dogs that were taken into the Soviet spaceflight program after being rescued from the streets. Only female dogs were used because they were considered to be anatomically better suited than males for close confinement."
example_title: "First in Space"테이블 질의응답
widget:
- text: "How many stars does the transformers repository have?"
table:
Repository:
- "Transformers"
- "Datasets"
- "Tokenizers"
Stars:
- 36542
- 4512
- 3934
Contributors:
- 651
- 77
- 34
Programming language:
- "Python"
- "Python"
- "Rust, Python and NodeJS"
example_title: "Github stars"텍스트 분류
widget:
- text: "I love football so much"
example_title: "Positive"
- text: "I don't really like this type of food"
example_title: "Negative"텍스트 생성
widget:
- text: "My name is Julien and I like to"
example_title: "Julien"
- text: "My name is Merve and my favorite"
example_title: "Merve"텍스트에서 텍스트로 생성
widget:
- text: "My name is Julien and I like to"
example_title: "Julien"
- text: "My name is Merve and my favorite"
example_title: "Merve"토큰 분류
widget:
- text: "My name is Sylvain and I live in Paris"
example_title: "Parisian"
- text: "My name is Sarah and I live in London"
example_title: "Londoner"번역
widget:
- text: "My name is Sylvain and I live in Paris"
example_title: "Parisian"
- text: "My name is Sarah and I live in London"
example_title: "Londoner"Zero-Shot 분류
widget:
- text: "I have a problem with my car that needs to be resolved asap!!"
candidate_labels: "urgent, not urgent, phone, tablet, computer"
multi_class: true
example_title: "Car problem"
- text: "Last week I upgraded my iOS version and ever since then my phone has been overheating whenever I use your app."
candidate_labels: "mobile, website, billing, account access"
multi_class: false
example_title: "Phone issue"문장 유사도
widget:
- source_sentence: "That is a happy person"
sentences:
- "That is a happy dog"
- "That is a very happy person"
- "Today is a sunny day"
example_title: "Happy"대화형
widget:
- text: "Hey my name is Julien! How are you?"
example_title: "Julien"
- text: "Hey my name is Clara! How are you?"
example_title: "Clara"Feature Extraction
widget:
- text: "My name is Sylvain and I live in Paris"
example_title: "Parisian"
- text: "My name is Sarah and I live in London"
example_title: "Londoner"오디오
텍스트-음성
widget:
- text: "My name is Sylvain and I live in Paris"
example_title: "Parisian"
- text: "My name is Sarah and I live in London"
example_title: "Londoner"자동 음성 인식
widget:
- src: https://cdn-media.huggingface.co/speech_samples/sample1.flac
example_title: Librispeech sample 1
- src: https://cdn-media.huggingface.co/speech_samples/sample2.flac
example_title: Librispeech sample 2오디오-투-오디오
widget:
- src: https://cdn-media.huggingface.co/speech_samples/sample1.flac
example_title: Librispeech sample 1
- src: https://cdn-media.huggingface.co/speech_samples/sample2.flac
example_title: Librispeech sample 2오디오 분류
widget:
- src: https://cdn-media.huggingface.co/speech_samples/sample1.flac
example_title: Librispeech sample 1
- src: https://cdn-media.huggingface.co/speech_samples/sample2.flac
example_title: Librispeech sample 2음성 활동 감지
widget:
- src: https://cdn-media.huggingface.co/speech_samples/sample1.flac
example_title: Librispeech sample 1
- src: https://cdn-media.huggingface.co/speech_samples/sample2.flac
example_title: Librispeech sample 2컴퓨터 비전
이미지 분류
widget:
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
example_title: Tiger
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
example_title: Teapot객체 감지
widget:
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/football-match.jpg
example_title: Football Match
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/airport.jpg
example_title: Airport이미지 분할
widget:
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/football-match.jpg
example_title: Football Match
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/airport.jpg
example_title: Airport이미지-이미지
widget:
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/canny-edge.jpg
prompt: Girl with Pearl Earring # `prompt` field is optional in case the underlying model supports text guidance이미지-비디오
widget:
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/canny-edge.jpg
prompt: Girl with Pearl Earring # `prompt` field is optional in case the underlying model supports text guidance텍스트-이미지
widget:
- text: "A cat playing with a ball"
example_title: "Cat"
- text: "A dog jumping over a fence"
example_title: "Dog"문서 질의응답
widget:
- text: "What is the invoice number?"
src: "https://huggingface.co/spaces/impira/docquery/resolve/2359223c1837a7587402bda0f2643382a6eefeab/invoice.png"
- text: "What is the purchase amount?"
src: "https://huggingface.co/spaces/impira/docquery/resolve/2359223c1837a7587402bda0f2643382a6eefeab/contract.jpeg"시각 질의응답
widget:
- text: "What animal is it?"
src: "https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg"
- text: "Where is it?"
src: "https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg"Zero-Shot 이미지 분류
widget:
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/cat-dog-music.png
candidate_labels: playing music, playing sports
example_title: Cat & Dog기타
구조화 데이터 분류
widget:
- structured_data:
fixed_acidity:
- 7.4
- 7.8
- 10.3
volatile_acidity:
- 0.7
- 0.88
- 0.32
citric_acid:
- 0
- 0
- 0.45
residual_sugar:
- 1.9
- 2.6
- 6.4
chlorides:
- 0.076
- 0.098
- 0.073
free_sulfur_dioxide:
- 11
- 25
- 5
total_sulfur_dioxide:
- 34
- 67
- 13
density:
- 0.9978
- 0.9968
- 0.9976
pH:
- 3.51
- 3.2
- 3.23
sulphates:
- 0.56
- 0.68
- 0.82
alcohol:
- 9.4
- 9.8
- 12.6
example_title: "Wine"