Hugging Face website screenshot

Hugging Face

The AI community building the future with open-source machine learning models, datasets, and applications.

Hugging Face publishes 21 APIs on the APIs.io network, including Audio API, Chat API, Chat Completions API, and 18 more.

The Hugging Face catalog on APIs.io includes 7 JSON-LD contexts and 2 Spectral governance rulesets.

Hugging Face’s developer surface includes authentication, developer portal, documentation, getting-started guide, pricing, engineering blog, changelog, and 41 more developer resources.

70.2/100 exemplar ▬ flat Agent 60/100 agent ready Full breakdown ↓
scored 2026-07-28 · rubric v0.6
AccessFreemiumSelf serve⚡ Free to try
21 APIs 1 MCP Servers 16 Agent Skills 7 Features 5 Use Cases

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-28 · rubric v0.6
Composite quality — 70.2/100 · exemplar
Contract Quality 18.7 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 8.9 / 13
Governance 7.0 / 12
Discoverability 5.7 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 10 / 10
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/hugging-face: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 21

Individual APIs this provider publishes, each with its own machine-readable definition.

Hugging Face Audio API

Speech recognition, audio classification, and text-to-speech tasks

Hugging Face Chat API

OpenAI-compatible chat completion endpoints

Hugging Face Chat Completions API

OpenAI-compatible chat completion endpoints

Hugging Face Computer Vision API

Image classification, object detection, and segmentation tasks

Hugging Face Data Access API

Row-level data access and preview endpoints

Hugging Face Dataset Info API

Dataset validity and structure endpoints

Hugging Face Datasets API

Operations for managing and querying datasets on the Hub

Hugging Face Embeddings API

Text embedding endpoints

Hugging Face Endpoints API

Manage dedicated inference endpoints

Hugging Face Files & Metadata API

Parquet files, size, statistics, and metadata

Hugging Face Image Generation API

Text-to-image generation

Hugging Face Info API

Server and model information

Hugging Face Models API

Operations for managing and querying models on the Hub

Hugging Face Multimodal API

Tasks involving multiple modalities

Hugging Face Natural Language Processing API

NLP tasks including text generation, classification, and translation

Hugging Face Providers API

Available cloud providers and hardware

Hugging Face Repos API

General repository management operations

Hugging Face Search & Filter API

Search and filter dataset contents

Hugging Face Spaces API

Operations for managing and querying Spaces on the Hub

Hugging Face Text Generation API

Text generation endpoints

Hugging Face Users API

User account and organization management

Scroll for all 21

Postman Collections 6

Ready-to-run Postman collections for exercising this provider's APIs.

Open Collections 6

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Hugging Face Hub API

OPEN COLLECTION

Arazzo Workflows 14

Multi-step API workflows described with the Arazzo specification.

Hugging Face Chat Completion with Model Discovery

Discover an available router model, confirm it exists, then run an OpenAI-compatible chat completion.

ARAZZO

Hugging Face Create Repository and Configure

Identify the authenticated user, create a new repository, then set its visibility and gating.

ARAZZO

Hugging Face Dataset Filter Rows

Confirm a dataset supports filtering, resolve its split, then apply a SQL-like filter.

ARAZZO

Hugging Face Dataset Search and Statistics

Resolve a dataset split, full-text search within it, then pull column statistics.

ARAZZO

Hugging Face Dataset Size and Parquet Files

Confirm a dataset on the Hub, read its size profile, then list its Parquet files.

ARAZZO

Hugging Face Dataset Validate and Preview

Check a dataset is viewer-ready, list its splits, then preview the first rows.

ARAZZO

Hugging Face Deploy Inference Endpoint and Wait

Create a dedicated Inference Endpoint, then poll its status until it is running.

ARAZZO

Hugging Face Discover a Space

Search Hub Spaces by SDK and query, then load the top Space's details.

ARAZZO

Hugging Face Embeddings Pair

Confirm an embedding model is available, then embed a query and a document for comparison.

ARAZZO

Hugging Face Grounded Text Generation

Find a text-generation model on the Hub, confirm it, then run hosted text generation.

ARAZZO

Hugging Face Search and Inspect a Model

Search the Hub for a model, fetch its full record, then inspect a specific revision.

ARAZZO

Hugging Face Summarize Then Translate

Summarize a long document with one model, then translate the summary with another.

ARAZZO

Hugging Face TGI Inspect and Generate

Read a TGI server's info, tokenize a prompt to check its length, then generate text.

ARAZZO

Hugging Face Toggle Inference Endpoint State

Read an endpoint's current state, then pause it if running or resume it if paused.

ARAZZO

Scroll for all 14

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

MCP Server

MCP SERVER

Agent Skills 16

Packaged agent skills for driving this provider's APIs from an AI assistant.

hf-cli

AGENT SKILL

hf-mcp

AGENT SKILL

huggingface-best

AGENT SKILL

huggingface-gradio

AGENT SKILL

huggingface-papers

AGENT SKILL

huggingface-trackio

AGENT SKILL

huggingface-zerogpu

AGENT SKILL

transformers-js

AGENT SKILL

Scroll for all 16

GraphQL 1

GraphQL schemas published by this provider.

Hugging Face GraphQL Schema

This conceptual GraphQL schema models the Hugging Face AI platform, covering the full surface area of its public APIs: the Hub API for managing models, datasets, and spaces; the...

GRAPHQL

Pricing Plans 1

Published pricing tiers and plan structures.

Rate Limits 1

Documented rate limits and quota policies.

Hugging Face Rate Limits

6 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Features 7

Notable capabilities this provider offers.

Model Inference

Run inference on 200,000+ ML models with a simple HTTP request across NLP, vision, audio, and multimodal tasks.

Hub Repository Management

Programmatically manage models, datasets, and spaces including creation, versioning, and access control.

Dedicated Endpoints

Deploy models on dedicated infrastructure with autoscaling, custom hardware, and private networking.

Multi-Provider Routing

Unified OpenAI-compatible API routing to 15+ inference providers with automatic model selection.

Dataset Exploration

Query, search, filter, and visualize datasets without downloading via the Dataset Viewer API.

Text Generation Inference

High-performance LLM serving with streaming, tool calling, structured output, and grammar constraints.

OpenAI Compatibility

Drop-in replacement for OpenAI API with chat completions, embeddings, and image generation endpoints.

Scroll for all 7

Semantic Vocabularies 7

JSON-LD contexts and semantic vocabularies used across these APIs.

Hugging Face Context

4 classes · 15 properties

JSON-LD

Hugging Face Dataset Viewer Context

0 classes · 0 properties

JSON-LD

Hugging Face Hub Context

0 classes · 0 properties

JSON-LD

Hugging Face Inference Context

0 classes · 0 properties

JSON-LD

Hugging Face Inference Endpoints Context

0 classes · 0 properties

JSON-LD

Hugging Face Inference Providers Context

0 classes · 0 properties

JSON-LD

Hugging Face Text Generation Inference Context

0 classes · 0 properties

JSON-LD

Scroll for all 7

Spectral Rules 2

Spectral governance rulesets for linting and validating these APIs.

Hugging Face API Rules

5 rules · 4 warnings 1 info

SPECTRAL

Hugging Face API Rules

16 rules · 7 errors 9 warnings

SPECTRAL

JSON Schema 136

Standalone JSON Schema definitions for this provider's data models.

ChatCompletionRequest

18 properties

JSON SCHEMA

ChatCompletionResponse

7 properties

JSON SCHEMA

ChatCompletionStreamResponse

7 properties

JSON SCHEMA

ClassificationResult

2 properties

JSON SCHEMA

CompletionRequest

8 properties

JSON SCHEMA

CompletionResponse

6 properties

JSON SCHEMA

CompletionStreamResponse

5 properties

JSON SCHEMA

CreateEndpointRequest

5 properties

JSON SCHEMA

CreateRepoRequest

5 properties

JSON SCHEMA

Hugging Face Dataset

16 properties

JSON SCHEMA

Error

4 properties

JSON SCHEMA

ParquetResponse

2 properties

JSON SCHEMA

RowsResponse

5 properties

JSON SCHEMA

SearchResponse

5 properties

JSON SCHEMA

SizeResponse

2 properties

JSON SCHEMA

SplitsResponse

3 properties

JSON SCHEMA

StatisticsResponse

3 properties

JSON SCHEMA

ValidityResponse

5 properties

JSON SCHEMA

DatasetInfo

0 properties

JSON SCHEMA

DatasetSummary

13 properties

JSON SCHEMA

EmbeddingRequest

3 properties

JSON SCHEMA

EmbeddingResponse

4 properties

JSON SCHEMA

Endpoint

8 properties

JSON SCHEMA

EndpointMetrics

4 properties

JSON SCHEMA

Error

4 properties

JSON SCHEMA

ErrorResponse

2 properties

JSON SCHEMA

FeatureExtractionRequest

1 properties

JSON SCHEMA

FillMaskRequest

1 properties

JSON SCHEMA

FillMaskResponse

4 properties

JSON SCHEMA

GenerateRequest

2 properties

JSON SCHEMA

GenerateResponse

2 properties

JSON SCHEMA

CreateRepoRequest

5 properties

JSON SCHEMA

DatasetInfo

0 properties

JSON SCHEMA

DatasetSummary

13 properties

JSON SCHEMA

Error

2 properties

JSON SCHEMA

ModelInfo

0 properties

JSON SCHEMA

ModelSummary

15 properties

JSON SCHEMA

RepoUrl

1 properties

JSON SCHEMA

SpaceInfo

0 properties

JSON SCHEMA

SpaceSummary

11 properties

JSON SCHEMA

UserInfo

11 properties

JSON SCHEMA

ImageGenerationRequest

8 properties

JSON SCHEMA

ImageGenerationResponse

2 properties

JSON SCHEMA

ClassificationResult

2 properties

JSON SCHEMA

Hugging Face Inference Endpoint

7 properties

JSON SCHEMA

CreateEndpointRequest

5 properties

JSON SCHEMA

EndpointMetrics

4 properties

JSON SCHEMA

Endpoint

8 properties

JSON SCHEMA

Error

2 properties

JSON SCHEMA

Provider

4 properties

JSON SCHEMA

UpdateEndpointRequest

3 properties

JSON SCHEMA

Error

2 properties

JSON SCHEMA

FeatureExtractionRequest

1 properties

JSON SCHEMA

FillMaskRequest

1 properties

JSON SCHEMA

FillMaskResponse

4 properties

JSON SCHEMA

InferenceRequest

3 properties

JSON SCHEMA

InferenceResponse

0 properties

JSON SCHEMA

ModelLoadingResponse

2 properties

JSON SCHEMA

ObjectDetectionResult

3 properties

JSON SCHEMA

ChatCompletionRequest

18 properties

JSON SCHEMA

ChatCompletionResponse

6 properties

JSON SCHEMA

ChatCompletionStreamResponse

6 properties

JSON SCHEMA

CompletionRequest

8 properties

JSON SCHEMA

CompletionResponse

5 properties

JSON SCHEMA

CompletionStreamResponse

5 properties

JSON SCHEMA

EmbeddingRequest

3 properties

JSON SCHEMA

EmbeddingResponse

4 properties

JSON SCHEMA

Error

1 properties

JSON SCHEMA

ImageGenerationRequest

8 properties

JSON SCHEMA

ImageGenerationResponse

2 properties

JSON SCHEMA

Usage

3 properties

JSON SCHEMA

QuestionAnsweringRequest

1 properties

JSON SCHEMA

QuestionAnsweringResponse

4 properties

JSON SCHEMA

SentenceSimilarityRequest

1 properties

JSON SCHEMA

SpeechRecognitionResponse

1 properties

JSON SCHEMA

SummarizationRequest

2 properties

JSON SCHEMA

SummarizationResponse

1 properties

JSON SCHEMA

TextClassificationRequest

1 properties

JSON SCHEMA

TextGenerationRequest

3 properties

JSON SCHEMA

TextGenerationResponse

1 properties

JSON SCHEMA

TextToImageRequest

2 properties

JSON SCHEMA

TranslationRequest

1 properties

JSON SCHEMA

TranslationResponse

1 properties

JSON SCHEMA

ZeroShotClassificationRequest

2 properties

JSON SCHEMA

ZeroShotClassificationResponse

3 properties

JSON SCHEMA

InferenceRequest

3 properties

JSON SCHEMA

InferenceResponse

0 properties

JSON SCHEMA

Info

18 properties

JSON SCHEMA

Hugging Face Model

23 properties

JSON SCHEMA

ModelInfo

0 properties

JSON SCHEMA

ModelLoadingResponse

2 properties

JSON SCHEMA

ModelSummary

15 properties

JSON SCHEMA

ObjectDetectionResult

3 properties

JSON SCHEMA

ParquetResponse

2 properties

JSON SCHEMA

Provider

4 properties

JSON SCHEMA

QuestionAnsweringRequest

1 properties

JSON SCHEMA

QuestionAnsweringResponse

4 properties

JSON SCHEMA

RepoUrl

1 properties

JSON SCHEMA

RowsResponse

5 properties

JSON SCHEMA

SearchResponse

5 properties

JSON SCHEMA

SentenceSimilarityRequest

1 properties

JSON SCHEMA

SizeResponse

2 properties

JSON SCHEMA

Hugging Face Space

26 properties

JSON SCHEMA

SpaceInfo

0 properties

JSON SCHEMA

SpaceSummary

11 properties

JSON SCHEMA

SpeechRecognitionResponse

1 properties

JSON SCHEMA

SplitsResponse

3 properties

JSON SCHEMA

StatisticsResponse

3 properties

JSON SCHEMA

StreamResponse

3 properties

JSON SCHEMA

SummarizationRequest

2 properties

JSON SCHEMA

SummarizationResponse

1 properties

JSON SCHEMA

ChatCompletionRequest

17 properties

JSON SCHEMA

ChatCompletionResponse

6 properties

JSON SCHEMA

ChatCompletionStreamResponse

6 properties

JSON SCHEMA

CompletionRequest

9 properties

JSON SCHEMA

CompletionResponse

5 properties

JSON SCHEMA

CompletionStreamResponse

5 properties

JSON SCHEMA

ErrorResponse

2 properties

JSON SCHEMA

GenerateRequest

2 properties

JSON SCHEMA

GenerateResponse

2 properties

JSON SCHEMA

Info

18 properties

JSON SCHEMA

StreamResponse

3 properties

JSON SCHEMA

Usage

3 properties

JSON SCHEMA

TextClassificationRequest

1 properties

JSON SCHEMA

TextGenerationRequest

3 properties

JSON SCHEMA

TextGenerationResponse

1 properties

JSON SCHEMA

TextToImageRequest

2 properties

JSON SCHEMA

TranslationRequest

1 properties

JSON SCHEMA

TranslationResponse

1 properties

JSON SCHEMA

UpdateEndpointRequest

3 properties

JSON SCHEMA

Usage

3 properties

JSON SCHEMA

Hugging Face User

12 properties

JSON SCHEMA

UserInfo

11 properties

JSON SCHEMA

ValidityResponse

5 properties

JSON SCHEMA

ZeroShotClassificationRequest

2 properties

JSON SCHEMA

ZeroShotClassificationResponse

3 properties

JSON SCHEMA

Scroll for all 136

JSON Structure 72

JSON Structure definitions describing this provider's data shapes.

Hugging Face Hub Dataset Info Structure

0 properties

JSON STRUCTURE

Hugging Face Hub Dataset Summary Structure

13 properties

JSON STRUCTURE

Hugging Face Hub Error Structure

2 properties

JSON STRUCTURE

Hugging Face Hub Model Info Structure

0 properties

JSON STRUCTURE

Hugging Face Hub Model Summary Structure

15 properties

JSON STRUCTURE

Hugging Face Hub Repo Url Structure

1 properties

JSON STRUCTURE

Hugging Face Hub Space Info Structure

0 properties

JSON STRUCTURE

Hugging Face Hub Space Summary Structure

11 properties

JSON STRUCTURE

Hugging Face Hub User Info Structure

11 properties

JSON STRUCTURE

Hugging Face Inference Error Structure

2 properties

JSON STRUCTURE

Hugging Face Structure

0 properties

JSON STRUCTURE

Scroll for all 72

Examples 135

Example request and response payloads for these APIs.

Scroll for all 135

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Hugging Face Authentication

http · 1 scheme

SECURITY

Hugging Face Domain Security

TLSv1.3 · DNSSEC · DMARC

SECURITY

Hugging Face Vulnerability Disclosure

security.txt · contact published

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Hugging Face Agentic Access

68 operations · 35 acting

68 operations · 35 acting

AGENTIC

Use Cases 5

What developers build with this provider.

ML Model Prototyping

Rapidly prototype AI applications by running inference on pre-trained models without infrastructure setup.

Production ML Deployment

Deploy and scale ML models for production workloads with dedicated endpoints and autoscaling.

Dataset Curation

Explore, validate, and curate ML datasets programmatically for training pipeline automation.

AI Application Development

Build AI-powered applications using unified inference APIs with multi-provider routing.

Model Benchmarking

Compare model performance across providers and hardware configurations for optimization.

Resources

Get Started 4

Portal, sign-up, and the first successful call

Documentation 6

Reference material describing how the API behaves

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 15

Pagination, idempotency, versioning, errors, and events

Scroll for all 15

Build 4

SDKs, sample code, and the tooling you integrate with

Access & Security 3

Authentication, authorization, and security posture

Learn 1

Tutorials, courses, talks, and written guidance

Operate 6

Status, limits, changes, and where to get help

Commercial 3

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Other 1

Properties that don't map to a standard resource type

Source (apis.yml)

apis.yml Raw ↑
name: Hugging Face
description: The AI community building the future with open-source machine learning models, datasets, and applications.
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://huggingface.co/front/assets/huggingface_logo.svg
url: https://huggingface.co
created: '2024'
modified: '2026-05-19'
specificationVersion: '0.18'
apis:
- aid: hugging-face:hugging-face-audio-api
  name: Hugging Face Audio API
  description: Speech recognition, audio classification, and text-to-speech tasks
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Audio
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-audio-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
    url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/text-generation-inference/quicktour
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/messages_api
  - type: GitHubRepository
    url: https://github.com/huggingface/text-generation-inference
- aid: hugging-face:hugging-face-chat-api
  name: Hugging Face Chat API
  description: OpenAI-compatible chat completion endpoints
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Chat
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-chat-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
    url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/text-generation-inference/quicktour
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/messages_api
  - type: GitHubRepository
    url: https://github.com/huggingface/text-generation-inference
- aid: hugging-face:hugging-face-chat-completions-api
  name: Hugging Face Chat Completions API
  description: OpenAI-compatible chat completion endpoints
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Chat Completions
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-chat-completions-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
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    url: https://github.com/huggingface/text-generation-inference
- aid: hugging-face:hugging-face-info-api
  name: Hugging Face Info API
  description: Server and model information
  humanURL: https://huggingface.co/docs/api-inference/index
  baseURL: https://api-inference.huggingface.co
  tags:
  - Info
  properties:
  - type: OpenAPI
    url: openapi/hugging-face-info-api-openapi.yml
  - type: Documentation
    url: https://huggingface.co/docs/api-inference/index
  - type: Authentication
    url: https://huggingface.co/docs/api-inference/quicktour#authentication
  - type: GettingStarted
    url: https://huggingface.co/docs/api-inference/quicktour
  - type: RateLimits
    url: https://huggingface.co/docs/api-inference/en/rate-limits
  - type: FAQ
    url: https://huggingface.co/docs/api-inference/faq
  - type: GraphQL
    url: graphql/hugging-face-graphql.md
  - type: Documentation
    url: https://huggingface.co/docs/hub/api
  - type: SDKs
    url: https://huggingface.co/docs/huggingface_hub/index
  - type: SDKs
    url: https://huggingface.co/docs/huggingface.js/hub/README
  - type: Authentication
    url: https://huggingface.co/docs/hub/security-tokens
  - type: RateLimits
    url: https://huggingface.co/docs/hub/en/rate-limits
  - type: Documentation
    url: https://huggingface.co/docs/inference-endpoints/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-endpoints/index
  - type: Pricing
    url: https://huggingface.co/pricing#inference-endpoints
  - type: Documentation
    url: https://huggingface.co/docs/inference-providers/en/index
  - type: APIReference
    url: https://huggingface.co/docs/inference-providers/en/tasks/index
  - type: GettingStarted
    url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call
  - type: Pricing
    url: https://huggingface.co/docs/inference-providers/pricing
  - type: Models
    url: https://huggingface.co/inference/models
  - type: Documentation
    url: https://huggingface.co/docs/dataset-viewer/index
  - type: GettingStarted
    url: https://huggingface.co/docs/dataset-viewer/en/quick_start
  - type: GitHubRepository
    url: https://github.com/huggingface/dataset-viewer
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/index
  - type: APIReference
    url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference
  - type: GettingStarted
    url: https://huggingface.co/docs/text-generation-inference/quicktour
  - type: Documentation
    url: https://huggingface.co/docs/text-generation-inference/en/messages_api
  - type: GitHubRepository
    url: https://github.c

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