This is a SaaS platform for running AI applications. It shows runtime errors and container logs to help identify issues with application deployment.
Features
Create new Space
Allows users to create a new space for hosting AI apps directly on the Hugging Face platform. Users can customize and manage their projects within these spaces.
Spaces of the week
A curated list of popular AI apps, showcasing trending spaces to help users discover new and interesting projects.
Browse & ZeroGPU Spaces
Offers various options to filter and browse through AI app spaces. This includes ZeroGPU spaces for resource-efficient projects.
Sort & Trending
Enables users to sort spaces based on different criteria such as trending projects to quickly find popular apps.
Model Hub
A repository for sharing, discovering, and collaborating on machine learning models with the community.
Datasets
Access a variety of datasets for machine learning projects, allowing users to upload and share data.
Spaces
A platform for hosting, sharing, and discovering ML applications made by the community, running in the cloud.
Transformers Library
An open-source library for natural language processing tasks featuring state-of-the-art models.
Accelerated Inference
Provides optimized infrastructure for deploying and running machine learning models efficiently.
Enterprise Solutions
Offers customized enterprise solutions for businesses needing large-scale and dedicated ML support.
App Implementation
Contains the main application logic in `app.py` which is likely responsible for the core functionality of the Space.
Dependencies Management
The `requirements.txt` file specifies required dependencies, allowing you to recreate the environment needed to run the app.
Documentation
The `README.md` provides basic information or instructions about the project.
Model Search
Search through a vast collection of models using keywords or filters. Allows selection by task or model name.
Task Filtering
Select models based on specific tasks such as Text-to-Text, Image-to-Text, etc. Helps narrow down relevant models for specific needs.
Model Details
Click on any model to view details such as the last updated date, number of downloads, and likes. This helps in understanding the popularity and freshness of a model.
Trending Models
Sort models by trends to see which models are gaining popularity. This helps in identifying useful or well-performing models quickly.
Dataset Search and Filtering
Allows users to search for datasets by name and filter based on modalities (e.g., 3D, Audio), size, and format.
Dataset Sorting
Enables sorting of datasets based on various criteria such as trending, most recent updates, or popular use.
Dataset Viewer Access
Indicates the type of access viewers have, such as Viewer or Preview, for detailed examination of dataset contents.
Transformers
State-of-the-art NLP for PyTorch, TensorFlow, and JAX.
Diffusers
State-of-the-art diffusion models for image and audio generation in PyTorch.
Gradio
Build machine learning demos and other web apps with just a few lines of code.
Datasets
Access and share datasets for computer vision, audio, and NLP tasks.
Huggingface.js
A collection of JS libraries to interact with Hugging Face web, with TS types included.
Transformers.js
State-of-the-art Machine Learning for the web. Run Transformer directly in your browser, with no need of a server.
PEFT
Parameter efficient finetuning methods for large models.
Hub
Host Git-based models, datasets, and Spaces on the Hugging Face Hub.
Inference API (serverless)
Experiment with over 2000 models easily by sending requests to serverless Inference Endpoints.
Inference Endpoints (dedicated)
Easily deploy models to production on dedicated, fully managed infrastructure.
Hub Python Library
Client library for the HF Hub: manage repositories from your Python code.
Optimum
Fast training and inference of HF Transformers with easy-to-use hardware optimization tools.
AWS Trainium & Inferentia
Train and Deploy Transformers & Diffusers with AWS Trainium and AWS Inferentia via Optimum.
Accelerate
Easily train and use PyTorch models with multi-GPU, TPU, mixed precision.
Evaluate
Evaluate model output performance easier and faster.
Tasks
All things task: task demos, use cases, codes, datasets, and more!
Tokenizers
Fast tokenizers, optimized for both research and production.
TRL
Train transformer language models with reinforcement learning.
Amazon SageMaker
Train and Deploy Transformer models with Amazon SageMaker and Hugging Face DLCs.
Dataset viewer
API to access the contents, metadata, and basic statistics of all Hugging Face Hub datasets.
Safetensors
Simple, safe way to store and distribute neural networks weights safely and quickly.
Text Generation Inference
Toolkit to serve Large Language Models.
timm
State of the art computer vision models, layers, optimizers, training visualization, and utilities.
AutoTrain
AutoTrain API and UI.
Text Embeddings Inference
Toolkit to serve Text Embedding Models.
Competitions
Create your own competitions on Hugging Face.
Bitsandbytes
Toolkit to optimize and quantize models.
Sentence Transformers
Multilingual Sentence & Image Embeddings.
Google Cloud
Train and Deploy Transformer models with Hugging Face DLCs on Google Cloud.
Google TPUs
Deploy models on Google TPUs via Optimum.
Chat UI
Open source chat frontend, powers the HuggingChat app.
LightSeq
Your all-in-one toolkit for evaluating LLMs across multiple backends.
Leaderboards
Create your own Leaderboards on Hugging Face.
Argilla
Collaboration tool for AI engineers and domain experts who need to build high quality datasets.
Hugging Face Generative AI Services (HUGS)
Optimized, zero configuration inference microservices designed to simplify and accelerate the deployment of AI applications with open models.
Dislabel
The framework for synthetic data generation and AI feedback.
Single Sign-On
Connect securely to your identity provider with SSO integration for seamless access control.
Regions
Select, manage, and audit the location of your repository data based on geographic needs.
Audit Logs
Maintain comprehensive logs of actions taken to ensure accountability and security.
Resource Groups
Manage access to repositories with detailed and granular access control for enhanced security.
Token Management
Centralize token control with custom approval policies to manage organization access.
Analytics
Track and analyze repository usage data through a unified dashboard to monitor activities.
Advanced Compute Options
Increase scalability with managed compute options such as ZenGPU for enhanced performance.
Private Datasets Viewer
Enable the Dataset Viewer on private datasets for more accessible collaboration among teams.
Advanced Security
Configure organization-wide security policies and default visibility options for repositories.
Billing
Control your budget effectively with structured billing and yearly commitment options.
Priority Support
Receive prioritized support from the Hugging Face team to ensure seamless platform use.
Inference Endpoints
Provides on-demand endpoints for inference, allowing users to deploy models quickly without managing infrastructure.
Optimized for AI
Spaces applications can run on optimized ML infrastructure, allowing you to deploy applications that scale easily.
ZeroGPU
Allows users to use CPU instead of GPU, automatically scaling applications as needed.
Build your way
Supports multiple frameworks like Streamlit, Gradio, and Docker to build and host your own applications easily.
Enter Dev Mode
Connect to your Space with SSH or VS Code in your browser, with Git support and automatic process refresh.
Various Hardware Options
Choose from different hardware options (CPUs to TPUs) for optimal application performance.
Craft collaboratively
Support for collaboration using Git-based version control workflows.
TRELLIS
Scalable and Versatile 3D Generation from images using ZeroGPU.
FLUX.1 [dev]
Runs on ZeroGPU for processing by black-forest-labs.
IC Light V2
Uses ZeroGPU to provide computational tasks by illyasviel.
Flux Fill Outpainting
Uses ZeroGPU for outpainting with Flux capabilities.
MMAudio
Generates synchronized audio from video/text using ZeroGPU.
FLUX 3D StyleGEN
FLUX 3D StyleGEN running with ZeroGPU.
FLUXllama
FLUX 4-bit Quantization using just 8GB VRAM with ZeroGPU.
Sound AI SFX
Text to Audio (Sound SFX) Generator utilizing ZeroGPU.
Stable Diffusion 3.5 Large
Generates images with SD3.5 using ZeroGPU.
Style Generator
Creates various styles using ZeroGPU.
Image Upload
Allows you to upload an image to convert it into a 3D model.
3D Model Generation
Generates a 3D asset from the uploaded image. Uses alpha channel as a mask if available; otherwise, uses a tool to remove the background.
GLB Extraction
Enables extraction of the generated 3D model into a GLB file for download.
Example Gallery
Provides example images to demonstrate the type of 3D assets that can be generated.
Text-to-Speech Generation
Allows you to generate natural, expressive speech for over 22 Indian languages using a simple text prompt. Useful for crafting different styles like speaker style, tone, pitch, pace, and more.
Fine-Tuning Options
Offers examples and guidance on optimizing input details to achieve specific speaker characteristics, such as expressive tone and clear audio quality.
High-Quality Audio Output
Provides very high-quality recordings with no background noise, producing clear and neutral tones.
IndicParle-TTS
A collection of Text-To-Speech (TTS) models adapted to Indian languages. This includes various models that convert text to spoken language.
Bhashadaan
An open-source translation dataset for Indian languages. It includes different datasets for translations among Indian languages.
Clem's 2025 predictions
Insights into the AI trends and developments predicted for 2025.
Most liked & downloaded models
Highlights of the models that received the most attention and downloads over the past year.
Fast & Furious model releases
An overview of rapidly released models over the past year.
Zero to One (Million Models)
Analysis of the journey to a million AI models.
What your likes say about you?
Insights into user preferences based on liked models.
Tasks on tasks on tasks
Exploration of various tasks that AI models were applied to in the past year.
Global top 500 model creators
Ranking and insights about the top 500 AI model creators globally.
Average daily downloads
Statistics on the average daily downloads of AI models.
NeurIPS Noel
Festive activities and announcements related to NeurIPS.
The Great AI Bake-Off
An event or challenge focused on AI creativity and performance.
Top upvoted papers on the Hub
List and analysis of the most upvoted AI research papers.
US & China dominating AI research
Examination of the leading roles of the US and China in AI research.
The NeurIPS Class of 2024
Showcase of significant contributions and contributors at NeurIPS 2024.
Machine Vision's Reign
Trends and achievements in the field of machine vision.
The Economic Case for Open-Source AI
Arguments and insights into the economic benefits of open-source AI.