AI skills and agents for developers

Video Background Removal

innova-ai · Kit

Removes or swaps the background of a video using the BiRefNet models, and runs online in the browser or on your own computer with Python.

Bark by ibyteohdear

ibyteohdear · Kit

A small Gradio demo from ibyteohdear for the suno/bark model, which runs online in the browser or on your own computer with Python.

Granite Docling 258M WebGPU

ibm-granite · Kit

Runs a static web page from ibm-granite in your browser with nothing to install, and its files can be downloaded to open on your own computer.

StdGEN

hyz317 · Kit

A Gradio app from hyz317 whose repository holds staged inference scripts and a Blender folder, which runs online in the browser or on your own computer with Py…

Zeroscope V2

hysts · Kit

A Gradio demo from hysts for text-to-video generation with the zeroscope_v2_576w model, which runs online in the browser or on your computer with Python 3.12.1…

SmolVLM

HuggingFaceTB · Kit

A Gradio demo from HuggingFaceTB for the SmolVLM2-2.2B-Instruct model, with example images included, that runs online in the browser or on your computer with P…

jobs-actions Dispatcher

huggingface · Kit

Receives GitHub Actions workflow_job webhooks and launches Hugging Face Jobs to run them, for developers who want their GitHub workflows to run on Hugging Face.

HuggingDiscussions

huggingface · Kit

Shows a static web page from Hugging Face in your browser with nothing to install, and its few files can be downloaded to open on your own computer.

Repo duplicator

huggingface-projects · Kit

A small Gradio app from huggingface-projects, named for duplicating repositories, that runs online in the browser or on your own computer with Python.

YuE2 Keygen Music LoRA

hugging-apps · Kit

Generates keygen and demoscene style chiptune music with the YuE2-3B model and a LoRA adapter pair. It makes music only. For musicians and developers who like…

OmniVoice Azerbaijani TTS

hugging-apps · Kit

Speaks Azerbaijani text aloud, with an automatic voice, a cloned voice from a short reference clip, or a voice described in words. For developers and creators…

LeapTalk

hugging-apps · Kit

Turns a portrait photo and a speech clip into a lip-synced talking-head video, as a demo of the LeapTalk model for researchers, developers and creators.

VoxCPM2 Myanmar Voice Clone Test

hub10 · Kit

Tests voice cloning with the VoxCPM2 model before it is connected to Dubbing Studio. For dubbing and speech developers who need the speaker's permission to clo…

FASTDIAR

herimor · Kit

Labels who is speaking in an audio file or live microphone stream as it plays, about one second behind. A demo for speech developers and researchers who work o…

MuseTalk 1.5

henrybit · Kit

Makes a lip-synced video from a reference image or video and a driving audio track, with a test step for the mouth area. A Gradio demo for people working with…

Bowdet

Haotian-Yuan · Kit

A Python web app from Haotian-Yuan packaged with Docker, served on port 7860 and open to try in the browser. Its page does not say what it detects, so check th…

Clinassist Train

Gs2004 · Kit

Holds the training scripts and Gradio app used to tune a Qwen model for the author's Clinassist project with GRPO. Suits machine learning developers who want t…

Flowise

FlowiseAI · Kit

Runs Flowise from the FlowiseAI account as a Docker app you open in a browser or build yourself. The card gives no feature list, so the page shows what it offe…

Obfuscated-Shell Safety Leaderboard

FINAL-Bench · Kit

Ranks language models on whether they see through disguised shell commands, blocking the dangerous ones and allowing harmless encoded ones. A defensive safety…

Sand3D Assets Explorer

fffiloni · Kit

Browses Sand3D objects in 3D, moves their joints and shows the Python program behind each one. For people who work with these simulation-style 3D assets and wa…

Splat To Mesh

dylanebert · Kit

Packages a splat-to-mesh converter as a Docker app, by the name of its code, for turning gaussian splat scenes into 3D meshes. It suits 3D developers who want…

LGM-Mini

dylanebert · Kit

Runs a small Gradio demo built on the LGM model and several multi-view diffusion models, on a Hugging Face GPU. It suits people interested in 3D generation res…

Gsplat Editor

dylanebert · Kit

Edits 3D gaussian splat objects in the browser: drop in a .ply or .splat file, work on it live and download the result as a .splat file. It suits people who wo…

Audioldm Text To Audio Generation

dimaiklov · Kit

Turns a written description into an audio clip with the AudioLDM model, in a Gradio page. It suits creators and developers who want to try text-to-audio genera…

Crystal Audio Cleaner

devenramanuj1 · Kit

A Gradio app whose name points to cleaning audio, running on ZeroGPU hardware. The README gives no description, so the page itself shows what it does.

Chat With Janus-Pro-7B

deepseek-ai · Kit

Chats with DeepSeek's Janus-Pro-7B model, which can understand images and also generate them, with a 2x upscaling step on the pictures it makes. It suits peopl…

smolagents and tools gallery

davidberenstein1957 · Kit

A static gallery page for browsing tools and agents you can use in smolagents. It opens in a browser with nothing to install, and its README is a single line.

Kali Linux Bleeding Edge MCP Server w. SandBox & PowerShell

DarkDriftz · Kit

Runs Kali Linux security tools inside a sandbox and through PowerShell scripts, behind an MCP server and a Gradio page that HuggingChat can use. It suits secur…

FloraFind

crashn · Kit

Runs a Gradio app in the browser, backed by model training, evaluation and prediction code, with saved checkpoints and example files. It suits students and dev…

tiny-llm

CoolDip00 · Kit

Continues the start of a story you type, using a 30M-parameter language model trained from scratch on TinyStories and served by the project's own inference ser…

ControlSpec — Before an agent acts

claytonsamples · Kit

Replays recorded tests of exact-action approval for AI agents, run through an NVIDIA OpenShell sandbox, so you can inspect approvals, replays and failures. For…

Jobs Catalog

chris-rannou · Kit

Lists job template Spaces on Hugging Face, builds a parameter form for each, and submits the job under your own account with live logs. A demo of what a Hub-na…

Parquet X-ray

cfahlgren1 · Kit

Lets you inspect how a Parquet file is built inside, from row groups and column chunks to pages, indexes, bloom filters and the footer. Runs in the browser, fo…

Jenga with a Robot Arm

cfahlgren1 · Kit

Lets you drive a Franka robot arm by keyboard to pull blocks from a Jenga tower and stack them on top, with the physics running in your browser. Suits curious…

EmbeddingGemma 2 in the Browser

Caspivs · Kit

Ranks documents, compares sentences across languages and searches your own images by text, all inside your browser so nothing you type or upload leaves your de…

USO FLUX

bytedance-research · Kit

A Gradio app from bytedance-research on ZeroGPU hardware, built around the USO model and three FLUX.1 models its record names. The README gives no description,…

Factorial Base 48M Chat

bull220202 · Kit

Runs a chat demo of a small language model called Factorial_IT_ULTIME_TinyLM in the browser on ZeroGPU hardware, with code for running a copy on your own compu…

matxa-tts-v2

BSC-LT · Kit

Turns Catalan text into speech with a fast, lightweight voice model for central Catalan. Runs in the browser on Hugging Face, or in a Docker container on your…

SLM-MiniMax-Continual-Trainer

BRR1154 · Kit

Has a large controller model watch small language model training, name the layers behind a failure and plan weight updates. Aimed at people who train and tune…

SplitSafe - Audio ML Leakage Auditor

boobalanit · Kit

Checks the train, validation and test splits of an audio dataset for leaked copies and shared speakers, using audio fingerprints that need no GPU. For people w…

RWKV Gradio 4

BlinkDL · Kit

Runs a Gradio chatbot demo of RWKV models from BlinkDL in the browser on ZeroGPU hardware, with code for running a copy on your own computer.

InSpatio-World 1.5

blanchon · Kit

Lets you move a camera through a scene in real time with a 4D world model, using the keyboard in a browser demo. For people exploring interactive scene generat…

BigCodeArena

bigcode · Kit

Hosts a Gradio arena app from the bigcode group, with code for chat, completions, voting, Elo scores and ranking, plus a sandbox folder. For people who want to…

Airshare Backend

AshikPlays19 · Kit

Runs a Python app built with Gradio that its name marks as the back end of an Airshare project. The README gives no description, so what it serves is not state…

Texture-Craft

ArshPathan · Kit

Makes transparent 16x16 item textures from text prompts with a diffusion model, through a Gradio Space, a local REST server or an MCP tool. For game makers and…

Supertonic 3 TTS

arjunbroepic · Kit

Runs the Supertonic 3 text-to-speech model on a plain CPU in a Gradio page. For developers and curious users who want to hear Supertone's model without a GPU.

Qwen25 Coder Api

ansh-anuragi · Kit

A small Gradio app whose name points to a Qwen2.5 Coder model offered through an API. The README gives no description, so read app.py to confirm what it runs.

CCTV Visual RAG

alinawazmahar · Kit

Finds moments in surveillance video by typing a plain-language description, then returns the best-matching frames with their timestamps. For people who would r…

ZeroGPU Fast Mini-Trainer

Alibrown · Kit

Fine-tunes small SmolLM models with a LoRA adapter on a ZeroGPU Space, using your own dataset. Each person signs in and spends their own daily GPU quota. For d…

TinyCodeAgent

Agents-MCP-Hackathon · Kit

An agent that solves tasks by writing Python, running it and fixing its own errors, built on TinyAgent with a Qwen model. Also works as an MCP server. For agen…

DuplexJev Speech to Decisions

adventists-ai · Kit

Reads one speech clip and returns ten decisions about it, such as turn state, barge-in and emotion, in a single pass with no transcription. For voice agent dev…

My Finetuned Gpt Oss

abin788207 · Kit

A small static web page that its README calls a fine-tuned GPT-OSS assistant, though the model it names is Xenova/detr-resnet-50. For developers who want a tin…

Sygma ASR Arabic

abedbanna · Kit

A test bench that records or takes Arabic speech and compares Sygma's decoding with the base model's greedy output, with word error rates. For speech researche…

Local Llm Vram Calculator

abdulrahmanmaslmany · Kit

Estimates the GPU memory a language model needs: weights, KV cache and total VRAM. For people who run models on their own graphics card and want to check the f…

Z Image Turbo

Tongyi-MAI · Kit

A Gradio demo from Tongyi-MAI for its Z-Image-Turbo image model, tagged for MCP, with a prompt check and a safety checker model in its files. It suits designer…

Huggy

ThomasSimonini · Kit

Runs a static web page in your browser from a Hugging Face Space with nothing to install, and its files can be downloaded to open on your own computer.

PhotoMaker

TencentARC · Kit

A Gradio demo from TencentARC built on its PhotoMaker models and the RealVisXL image model, with style templates and example inputs. It suits designers and res…

Apertus Mini WebGPU

swiss-ai · Kit

Runs the Apertus Mini model on your own machine inside a web browser, using WebGPU, with no server to set up. It suits developers and curious users who want to…

Qwen3 VL Demo

Qwen · Kit

A Gradio demo from the Qwen team for its Qwen3 VL vision-language family. Runs in your browser, or on your own computer with Python.

Finetune Studio

qgallouedec · Kit

Fine-tunes an open model on your own conversations with no code. Sign in with Hugging Face, pick a model and a set of chats, choose how long to train, and the…

SAM3 + Qwen3.5

prithivMLmods · Kit

A browser demo of multi-object tracking that combines the SAM 3 model with a 2B Qwen3.5 model. Suits computer vision developers and researchers who want to try…

OpenPose

ovi054 · Kit

A Gradio app that, going by its name, turns an image into an OpenPose result, the skeleton of a person's body positions. For artists and developers who need a…

DeepSite v2

ongudidan · Kit

A coding platform powered by DeepSeek AI that generates applications from your requests. For developers, data scientists and AI engineers who want generative A…

Music Flamingo

nvidia · Kit

Lets you try NVIDIA's Music Flamingo models on music audio in a Gradio page, on ZeroGPU hardware at Hugging Face. For researchers and developers who work with…

Seldon Demo

Neuralk-AI · Kit

Classifies rows of a data table with the Seldon-Mini model and compares it against an AutoGluon baseline on the same split. Use a sample table or your own CSV.…

Gpu Tflop Finder

muellerzr · Kit

Looks up the TFLOPs, a measure of compute speed, for a GPU in a small Gradio app. It suits machine learning engineers and hobbyists who compare cards or size a…

LBM Relighting

jasperai · Kit

A Gradio app from jasperai for fast image relighting with Latent Bridge Matching, which runs online in the browser or on your computer with Python 3.12.

InstantID

InstantX · Kit

A Gradio demo built around the InstantX/InstantID model, with a Stable Diffusion XL pipeline, ControlNet depth and canny models and style templates, online or…

WeVisOne-VL-2B

hugging-apps · Kit

Tries Tencent's WeVisOne-VL-2B vision-language model on images, from finding and counting objects and reading text to cutting out subjects. For developers and…

P-JiT 21K

hugging-apps · Kit

Generates images from text prompts with P-JiT 21K, a diffusion transformer that works directly on pixels. Includes a prompt expander for short prompts. For ima…

Character Select Saa

flagrantia · Kit

Opens a Gradio demo from flagrantia that is tied to the character_select_stand_alone_app dataset. The card gives no description, so the page itself shows what…

Zero GPU Spaces

enzostvs · Kit

Shows a browsable list of Hugging Face Spaces that run on ZeroGPU hardware. It suits people looking for AI demos that use shared GPU time.

GGUF Model VRAM Calculator

DavidAU · Kit

Estimates how much video memory a GGUF model needs, in a static page that runs in your browser. Suits people choosing a quantized model that fits their graphic…

NitroFusion2

ChenDY · Kit

Makes images from text in just one or two steps with NitroFusion2, a model built on Z-Image-Turbo, in a Gradio page on ZeroGPU hardware. For people who want qu…

Talking Pixel

cfahlgren1 · Kit

Gives you a pixel character that speaks whatever text you type, using a tiny 1.4M-parameter voice model that runs entirely in your browser with no server and n…

Idol Image to 3D

AmandaCat · Kit

Turns one picture of an object into a 3D Gaussian Splat you can rotate, zoom and download as a PLY file. For 3D creators and developers trying image-to-3D, wit…

GPT-X3-150M ONNX

ahmadw · Kit

Lets you run GPT-X3-150M on ONNX Runtime at five precision levels and compare their output and speed, with streaming tokens on a CPU. For developers weighing m…

Healthcare MCP Server

Agents-MCP-Hackathon · Kit

A Gradio MCP server that lets an assistant look up FDA drug information, PubMed papers and Health.gov topics. For developers and researchers who need medical r…

LinnetTTS

VoxRT · Kit

Speaks text aloud with LinnetTTS, a small on-device text-to-speech model that streams audio and runs in real time on a CPU. For developers and anyone who wants…

UniMate for Agents

townbox · Kit

Animates a rigged skeleton from a text sentence and returns an animated GLB, motion data and a preview, through a REST API, MCP tools and a Gradio page. It sui…

Qwenx86 Debugger

Quazim0t0 · Kit

Replays recorded runs of Qwenx86, a Qwen model with an x86 computer built into its weights, and shows registers, code, RAM and tool output step by step in your…

MinerU Document Extraction Tools

opendatalab · Kit

Extracts content from PDFs, Office files and other documents with a hosted MinerU demo that runs on ZeroGPU. For developers and data teams who turn documents i…

Image To Text

Jonny001 · Kit

Turns an uploaded image into a text prompt with the Florence-2-base model. Runs in the browser as a small Gradio app on basic CPU hardware.

MOSS-Image 8-step DMD

hugging-apps · Kit

Generates images from text in 8 steps with a distilled version of MOSS-Image-SFT, in a Gradio page on ZeroGPU hardware. A work-in-progress demo for people who…

Facefusion

Facefusion39 · Kit

A small Gradio app from the Facefusion39 account whose card hints at face swapping but gives no detail. Open it in a browser or run its two files on your own c…

LLM VRAM Calculator

donaldJJ · Kit

Estimates how much GPU memory a Hugging Face model needs at any quantization and context length, split into weights, KV cache and overhead, and shows which GPU…

SkinTokens for Agents

townbox · Kit

Rigs a 3D mesh with a predicted skeleton and skin weights, through a REST API, MCP tools or a web page, on ZeroGPU hardware. For 3D artists, game developers an…

Midi Music Generator

skytnt · Kit

Composes MIDI music with AI music models, in the browser or on your own computer. For musicians, hobbyists and developers who want machine-made tunes in a form…

Seed Voice Conversion

Plachta · Kit

Converts speech from one voice to another in a Gradio page on ZeroGPU hardware, built on Seed-VC. For developers and audio makers who want to try voice convers…

Kimodo

nvidia · Kit

Generates motions from text prompts with NVIDIA's Kimodo models, in a page you can open in a browser or build yourself with Docker. For animators and researche…

Idol Turbo

akhaliq · Kit

Turns one image into a 3D object about 12x faster than Idol, using a distilled version that needs 6 steps instead of 50. Made for people who want quick image-t…

MLX Model Explorer

mlx-community · Kit

Helps Mac users find an MLX model and a quantization that suit their machine, in a static page that opens in any browser with nothing to install.

Face Swap Roop

BLACKHOOL · Kit

Swaps faces with the roop face-swapping tool, in a Gradio page you can open in a browser or run on your own computer. For people who want to try roop without a…

FLUX.1 [dev]

black-forest-labs · Kit

Runs the FLUX.1 [dev] image model from Black Forest Labs in a Gradio page, on ZeroGPU hardware at Hugging Face. For anyone who wants to try it in a browser or…

TRELLIS

trellis-community · Kit

Creates 3D content from a single image with the microsoft/TRELLIS-image-large model, in a Gradio page you can open in a browser or run on your own computer.

Z-Image Lookalike LoRA Index

nphSi · Kit

A static web page that indexes LoRA add-ons for the ZI Base, ZI Turbo and Ming models, opened in a browser. Its README is a single line, so how the index is or…

Edge TTS Text To Speech

innoai · Kit

Turns text into spoken audio in a small Gradio page you can open in a browser or run on your own computer. For anyone who wants quick text-to-speech with no in…

InferenceSupport

huggingface · Kit

Points people to discussions about the Inference Providers feature on the Hugging Face Hub, as a small static page run by Hugging Face. For Hub users who want…

VRAM & GPU Cost Calculator

fastgpu · Kit

Estimates how much GPU memory a Hugging Face model needs to run or fine-tune, and shows the cheapest GPU setups with live rental prices. For people planning to…

An n8n workflow that watches a Notion database for new pages. It reads each page, cuts the text into chunks, turns the chunks into vectors with an OpenAI embed…