Kits of AI agent skills, rules and prompts

Memorilla-Qwen3-8B

memorilla · Kit

Holds memory-module checkpoints for Memorilla, which add a memory to a frozen Qwen3-8B model through a Qwen3-Embedding-4B encoder. For researchers testing memo…

Qwen3.5-0.8B

Qwen · Kit

Reads images and text and replies in text, in a small 873M model from Qwen. For developers and researchers who want a light multimodal base to prototype with o…

STRATA

nvidia · Kit

Emulates a kilometer-scale global storm-resolving atmosphere simulation with a 10-minute time step, for weather and climate research. An NVIDIA Earth-2 checkpo…

Wan2.2-TI2V-5B

Wan-AI · Kit

Generates 720P video at 24 fps from text, or from an image plus text, and runs on a single consumer graphics card such as the 4090. A 5B video model from Wan-A…

Axion-1.0-35B

Axion1-0 · Kit

A reproduction checkpoint of Axion 1.0-35B, a 35B mixture of experts model for scientific reasoning, information seeking and tool using problem solving, served…

Diffusion-Qwen3.8-27B

summerAIO · Kit

Generates text by parallel unmasking from Qwen3.8-27B converted into a masked diffusion language model. An experimental research checkpoint for researchers and…

Qwen3.5-0.8B-weight-space-programming

RikiyaT · Kit

Qwen3.5-0.8B with two weight matrices edited by an LLM, with no training, to stop its thinking loops and do better at math. An experimental model for researche…

Alpamayo 2 Edge

nvidia · Kit

Reads multi-camera driving footage, a navigation instruction and motion history, then outputs a driving trajectory with a written reason, and answers questions…

MOSS-Image-heal by KBlueLeaf

KBlueLeaf · Kit

A fine-tune of the MOSS-Image-Base text to image model by KBlueLeaf that shrinks the huge values in its internal stream while keeping outputs close to the base…

Qwenx86-4B (compact)

Quazim0t0 · Kit

Runs a calculator, Python and a C compiler inside its own weights, using 13 extra layers placed ahead of Qwen3.5-4B. For researchers and tinkerers who study mo…

AREX-2

BAAI · Kit

Improves its own solutions over several rounds of propose, measure, reflect and revise, using a 27B model from BAAI. For agent researchers and developers worki…

pjit-21k

Linum-AI · Kit

Linum's experimental 2B text to image model, trained for about $21K of compute, that works best with dense 50 to 80 word prompts and cannot write text in image…

KLM 1.6

MinimaLabs · Kit

Continues English text with a tiny 99M base language model from MinimaLabs. For researchers and hobbyists who want a small model to study, test or fine-tune.

PAN 2

IFM · Kit

A 29B world model from IFM at MBZUAI that turns a scene and described actions into a video of up to 20 seconds, so an agent can preview outcomes. For researche…

qwen-concept-27b

ConceptCountry · Kit

Qwen3.8-27B with nine weight matrices edited by weight space programming, with no training, so it thinks with fewer tokens. An experimental release for researc…

Face Swap

felixrosberg · Kit

A Gradio face swapping demo from felixrosberg that runs on the FaceDancer family of models. Open it in a browser or run a copy yourself to try face swapping fo…

paper-rec

bluebalam · Kit

A Gradio demo that recommends ten recent machine learning and AI papers from arXiv, based on titles, abstracts or keywords you give it. It suits researchers an…

Deepfake Detect

artspark · Kit

A detector that tells real pictures from GAN-generated ones, using an ensemble of EfficientNet-B4 networks. It suits fact-checkers and researchers, with a Grad…

Iris-3B

speridlabs · Kit

A demo of Iris-3B, one 3B model that makes images from text, estimates depth from a single image and restores or upscales pictures. For vision researchers and…

LVBench Leaderboard

zai-org · Kit

The leaderboard page for the LVBench benchmark from zai-org, run as a Gradio app that names the LVBench dataset. For researchers who want to see how models sco…

Gpt2 Multiplication Predictor

yuntian-deng · Kit

A Gradio demo that compares GPT-2 models trained to multiply large numbers, including variants named for no reasoning steps and for reasoning steps hidden or w…

Vakya 2.0 - Text-to-Speech

YashMachineLearning · Kit

Turns text in 11 Indian languages into speech, cloning a voice from a short reference clip. For researchers and learners who have permission to use the voice t…

DINOv3 Web

webml-community · Kit

Visualizes the dense features a DINOv3 model extracts from an image, running locally in your browser. For developers and vision researchers who want to inspect…

d3-turbo: beyond one question at a time

vllm-sr · Kit

A web page that shows d3-turbo, a model that reads one picture, clip or text and answers many questions about it together, with scenes and five live demos. For…

ColPali and Vespa Visual Retrieval

vespa-engine · Kit

Demonstrates visual retrieval built on ColPali models and Vespa, as a Gradio app you can open online or run on your own computer. For search developers and res…

VBench Leaderboard

Vchitect · Kit

The leaderboard page for the VBench project from Vchitect, run as a Gradio app on CPU hardware. For researchers and engineers who want to see how models rank o…

Click3R

uva-cv-lab · Kit

Rebuilds a 3D scene from a pair of photos and lets you correct the result with a few clicks that mark the same point in both views. A research demo for compute…

Laya Vision

thaitea · Kit

Answers yes/no, multiple-choice and rubric-scored questions about an image in a single pass, with no text generation. It runs a small 201M checkpoint on a CPU…

PhotoMaker V2

TencentARC · Kit

A Gradio demo from TencentARC for its PhotoMaker V2 models, built with the RealVisXL V4.0 image model and a sketch adapter. It suits designers and researchers…

InstantMesh

TencentARC · Kit

Turns a single image into a 3D model, and its page says this takes about ten seconds. It comes from TencentARC and suits 3D artists, game developers and resear…

Paper Pulse

tardellirs · Kit

Shows the day-by-day upvote history of every Hugging Face Daily Paper since March 2024, with each paper's daily rank and the labs and authors behind the top on…

Bark

suno · Kit

The Suno demo of its Bark model, which generates audio from text, run from your browser. The license is non-commercial. Suits creators, researchers and develop…

Hi3DGen

Stable-X · Kit

Generates detailed 3D geometry from one image, using the Stable-X trellis-normal model. A Gradio app for 3D artists, game developers and researchers, running i…

Free-View Expressive Talking Head Video Editing

sky24h · Kit

A Gradio demo for editing talking head videos, with free viewpoint and expressive control as its title says. For researchers and developers who want to try the…

Tamil Whisper ASR

skpranav22 · Kit

Turns Tamil speech into text in a Gradio demo, using Whisper small adapted to Tamil with LoRA. For developers, researchers and learners working with Tamil voic…

HockeyRink

SimulaMet-HOST · Kit

Finds 56 landmark points on an ice hockey rink in a picture and draws them with IDs and confidence scores. Built for sports analysts, broadcast graphics teams…

Arabic LLM Leaderboard - Broad (ABL)

silma-ai · Kit

Ranks language models on an Arabic benchmark in a Gradio leaderboard, with code you can adapt to host your own board. Suits Arabic NLP researchers and teams co…

JLD Perceptual Distance

shreshthsaini · Kit

Scores how different a distorted image looks from its reference, with a lens overlay showing where. For image quality researchers who want to try the JLD metri…

Rabbit Pain Identifier

sheildo · Kit

Screens a single rabbit photo for signs of pain by measuring 23 facial landmarks and labelling it Relaxed or Pain with a probability. A research prototype for…

ModelScope Text To Video

shamedrank10 · Kit

Turns an English text prompt into a short 256x256 video clip with the ModelScope text-to-video diffusion model, in a Gradio demo. For researchers and curious m…

GIFT Eval

Salesforce · Kit

The Salesforce page for GIFT-Eval, a benchmark for general time series forecasting. Its repository holds a results folder and the app code. Suits forecasting r…

MoGe 2

Ruicheng · Kit

Estimates the geometry of a scene at true scale from a single image, in a Gradio demo you open in the browser. Suits researchers and developers working with de…

TIME Benchmark Leaderboard

Real-TSF · Kit

A leaderboard for the TIME benchmark of probabilistic time series forecasting, with overall scores, per-dataset breakdowns and test window plots. Suits forecas…

Colpali

rayyan0 · Kit

A Gradio demo of the vidore ColPali v1.3 model, shipped with a stored file of page embeddings. For developers and researchers trying out visual document retrie…

QwenScope

Qwen · Kit

Explore and steer the Qwen3.5-2B language model through sparse autoencoder features: compare two texts' feature activations, or push a feature into generation.…

FlyHash vs SimHash Demo

pranamhan · Kit

An interactive browser demo that compares FlyHash and SimHash for retrieving items, built to accompany a paper on FlyHash for LLM agent memory. For researchers…

MedCaseAgent

PediaMedAI · Kit

A project page for research resources on rare disease clinical case reports: a 584-record benchmark, a large corpus of case-report metadata and the agent code.…

ParsBench Leaderboard

ParsBench · Kit

A leaderboard from ParsBench that scores models on Persian language datasets, with the code to run or adapt your own copy. For Persian NLP researchers and engi…

Open VLM Video Leaderboard

opencompass · Kit

A leaderboard of how vision-language models score on video understanding benchmarks, with an overall ranking and a detailed board for each benchmark. For resea…

KVPress Leaderboard

nvidia · Kit

Shows a leaderboard that benchmarks KV cache compression methods for language models, using Llama-3.1-8B-Instruct and Qwen3-8B. It suits researchers and engine…

Hurricane Wind Speed Regressor

nakulmital · Kit

Predicts hurricane wind speed with a fine-tuned ResNet50 model in a Gradio app. It suits students, researchers and developers who want to see an image regressi…

VoxPocket Khmer TTS

muyleanging · Kit

Turns Khmer text into speech in the browser, with voice cloning from a short clip, optional styles and voice design from a description. For creators and resear…

MTEB-BR Leaderboard

MTEB-BR · Kit

Ranks text embedding models on native Brazilian Portuguese tasks, with 93 models scored on 22 tasks. A static leaderboard page for researchers and engineers ch…

Open Universal Arabic Asr Leaderboard

msalhab96 · Kit

Compares open-source speech recognition models on Arabic across several dialects, in a Gradio page. For researchers and developers choosing an Arabic speech-to…

Next-Concept Modeling WebGPU

mrfakename · Kit

Runs small Next-Concept Modeling checkpoints from Hazy Research in your browser on WebGPU, on TinyStories, LM1B small and Sudoku. It suits researchers and deve…

Next-Concept Modeling

mrfakename · Kit

Demonstrates Hazy Research's Next-Concept Modeling, which writes text in parallel from a rough outline to a full sequence, on tasks like summaries, translation…

Grounding DINO Demo

merve · Kit

Finds objects in a picture from a text description, with no fixed list of labels. A Gradio demo of the Grounding DINO open-set detector, for developers and vis…

Synthometricon

magnolia-psychometrics · Kit

Search a collection of over 71,000 scales gathered from more than 28,000 tests, surveys and questionnaires. Built for researchers in the behavioral sciences an…

Recommend Similar Papers

librarian-bots · Kit

Suggests research papers that are similar to one you already know, using a paper recommendation dataset, in a Gradio app that runs on CPU hardware.

RADAR Abdominal CT Demo

junma · Kit

Reads an abdominal CT volume and returns the probability of each of 146 findings across 18 structures, using the RADAR model. A research and teaching demo, not…

DFlowNovo De Novo Peptide Sequencing

joelinator · Kit

Predicts peptide sequences from tandem mass spectrometry files with a flow matching model, returning calculated masses and confidence scores, with results you…

GeCo2 Object Counting

jerpelhan · Kit

Counts all instances of an object in an image after you mark a few examples, with no retraining or fixed list of classes. Suits researchers and anyone counting…

SILVA Aesthetic Scorer

Jannchie · Kit

Scores an uploaded illustration three ways, with one person's taste and two distilled AI judges, each as a number from 0 to 1. Suits artists, dataset curators…

FM4M-demo1

ibm-research · Kit

A Gradio demo from IBM Research that names three IBM materials models, smi-ted, selfies-ted and mhg-ged. For researchers and developers who want to look at how…

RigidFormer

hugging-apps · Kit

Predicts how several rigid objects move and collide using a Transformer that works on point sets, and shows its rollouts next to simulator ground truth. For ph…

PRISM Image to 3D

hugging-apps · Kit

Builds a 3D Gaussian scene from a single picture and shows it in a 3D viewer. It suits researchers and 3D hobbyists who want to try single-image reconstruction…

MetaView Novel View Synthesis

hugging-apps · Kit

Renders a scene from a new camera angle using one uploaded image, with yaw and pitch controls. An interactive demo of the MetaView method for researchers, 3D a…

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.

JoyAI Video Edit

hugging-apps · Kit

Edits a video from a plain-language instruction and streams the result back chunk by chunk while it is still being made. A demo of the JoyAI-Video-Edit model f…

4DAnyone Multi-View Video

hugging-apps · Kit

Turns one portrait video into synchronized videos of the same performance from several camera views. A demo of the 4DAnyone model for researchers building 4D r…

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…

DA-2

haodongli · Kit

Runs the DA^2 depth model in a browser demo, the official demo of Depth Anything in Any Direction. For researchers and developers who want to try depth estimat…

THX-02

HAL-X-AI · Kit

Gives a probability for every option of a question you ask about a described situation, using the THX-02 decision model, with an optional thinking mode. A Grad…

HAKARI-Bench Leaderboard

hakari-bench · Kit

Shows the public results of HAKARI-Bench, a light multilingual information retrieval benchmark, with tables, model comparisons and filters. For researchers and…

FOXES - A Framework for Operational X-ray Emission Synthesis

griffingoodwin04 · Kit

Predicts GOES soft X-ray flux from a 7-channel SDO/AIA solar observation you upload as a NumPy file, and returns a composite image and a flux contribution map.…

MSEB Leaderboard

google · Kit

A leaderboard page for the Massive Sound Embedding Benchmark, published by Google, built with Gradio. For researchers who compare sound embedding models.

DRS-VPT

fulkast · Kit

Finds where a camera image was taken inside a 3-D point cloud, without a starting guess for the pose. Meant for researchers and students who work on camera loc…

Wet-Ink

Freedomform · Kit

Animates a decoding method for diffusion language models in your browser, where you change a window size and watch tokens stay editable or freeze. For research…

FINAL-Bench Quantum Leaderboard

FINAL-Bench · Kit

Ranks quantum error correction decoders on a shared public test set, and lists published results beside them. An open, neutral benchmark page for quantum compu…

CoWTracker

facebook · Kit

Tracks every pixel of an uploaded video through time and draws the motion as colorful trajectories. Suits researchers and anyone studying how things move in fo…

OWSM v4

espnet · Kit

Transcribes speech, translates it between languages, identifies the spoken language and decodes long recordings with the OWSM v4 model, with an optional text p…

MEMFOF Optical Flow

egorchistov · Kit

Estimates optical flow, the per-pixel motion between video frames, for Full HD video while using little GPU memory, with a Gradio demo and several trained mode…

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…

Safety Doesn't Translate

DhruvParmar051 · Kit

Shows side by side how Cohere's Tiny Aya answers before and after a safety repair that needs no retraining, using pre-judged replies from a test set. It suits…

Depth Anything 3

depth-anything · Kit

A demo Space for Depth Anything 3, a research model that, going by its title, recovers a scene's spatial structure from images shot from any viewpoint. The REA…

Sports2d

DavidPagnon · Kit

Works out a person's 2D body pose and joint angles from a video file or a webcam feed, in a Gradio page. It suits coaches, movement researchers and anyone stud…

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,…

Text Surprisal Editor

build-small-hackathon · Kit

Colors each word of your text by how unexpected a tiny 4M-parameter language model finds it. The model has no Transformer blocks. A hackathon project for write…

Open Chinese LLM Leaderboard

BAAI · Kit

A leaderboard of large language models for Chinese, run by BAAI as a Gradio Space with datasets for requests and results. For researchers and teams comparing m…

Tamazight Text-to-Speech

ayymen · Kit

Reads Tamazight text aloud with text-to-speech models, with separate folders for several varieties and scripts. For learners, researchers and builders working…

Speech analysis

audeering · Kit

Runs two audEERING wav2vec2 models on a speech recording, one for emotion and one for age and gender, and ships four sample clips to try. A Gradio demo for spe…

Di♪♪Rhythm

ASLP-lab · Kit

Generates songs with the DiffRhythm model from the ASLP lab, in a Gradio Space on GPU hardware. For musicians, researchers and curious users who want to hear A…

Applio

AnhP · Kit

Turns one voice into another with a voice conversion tool built for ease of use and speed. For artists, developers and researchers who want plugins and setting…

Vevo for Zero-shot VC, TTS, and More

amphion · Kit

Imitates a voice from a reference clip without training on that speaker, for voice conversion and text-to-speech. A demo of the Vevo model from the Amphion pro…

Visual Saliency Prediction

alexanderkroner · Kit

Predicts which parts of an image draw the eye first, using the MSI-Net model from a 2020 Neural Networks paper. For researchers and designers who want a quick…

Fracture Check

akinchanJain7 · Kit

Screens hand, arm, leg, hip and shoulder X-rays for possible fractures, shows a heatmap of where the model looked, and marks the likely break. A student resear…

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…

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…

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…

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…