AI research skills and agents

Merlin-Cancer-Super

AbdomenAtlas · Kit

Detects and outlines tumors in 9 organs on CT scans, trained with the R-Super method that learns from radiology reports. A research model for medical imaging g…

EarthJev

dBenf · Kit

Answers typed questions about satellite image patches from all 12 Sentinel-2 bands, returning a probability for each option without writing text. A Qwen3.5-0.8…

getting-over-it-rl-jax

zimmerk4 · Kit

Plays the full game Getting Over It from the bottom to the end with a small trained policy network that learned inside a JAX physics simulator. For reinforceme…

ReFoCo

yuji-nozawa · Kit

Pretrained vision transformer checkpoints in three sizes from a research paper on training attention heads to focus on image regions. For researchers who extra…

Nanosaur2-670M

well9472 · Kit

Makes illustrations from text prompts with a small 670M-parameter diffusion model, run through ComfyUI. Built as a low-budget research model for people who wan…

REMEND

udiboy1209 · Kit

Recovers math equations from compiled binary code with a small neural decompiler, and ships the datasets and trained models from its paper. For reverse enginee…

Drishya Tiny

udgamlabs · Kit

Turns a text prompt, or a prompt plus a first frame, into a 2-second 256×256 video clip with a 212M-parameter generator. A small research release that does bes…

monoyield-predictor

Tsuboyama-Lab · Kit

Predicts how much of a protein sequence E. coli will make as a single-unit monomer, in log10 mg/L. Trained LoRA adapters and regression heads for ESMC-6B and S…

Moirai-2.0-R-Small

Salesforce · Kit

Forecasts future values of a time series with a small decoder-only transformer trained on many kinds of series. A Salesforce research model for analysts and da…

Qwen-Drive-1.0-4B

Qwen · Kit

A driving model built on Qwen3.5-4B that sees in 3D, answers questions about road scenes and plans future vehicle paths. For researchers working on autonomous…

Laguna-XS.2-jlens

PrimeIntellect · Kit

Holds Jacobian lens files that compare a bf16 and an NVFP4 copy of Laguna-XS-2.1, plus a version comparison with Laguna-XS.2. Research files for people who stu…

DuDE

penguinfish1688 · Kit

Generates a two-person conversation as speech from an XML script, with turn-taking, backchannels and overlapping talk, one voice per speaker. It suits research…

MOSS-VL-Realtime

OpenMOSS-Team · Kit

Watches a live video stream and answers questions while frames keep arriving, staying silent when nothing new shows. For developers and researchers working on…

OpenEuroLLM Prelude-base 9B

openeurollm · Kit

Intermediate checkpoints of an experimental 9B base language model trained on 10T tokens, mostly English with a multilingual share. For researchers who follow…

Octen-WebGR-0.6B

Octen · Kit

Turns a short search query into the web address it most likely means, using a table of 30.9 million URLs stored with the model. For developers and researchers…

RFD4-Proteina-Diffusers

nvidia · Kit

Runs the RFD4-Proteina protein design model through the Diffusers library, so no native RFD4 package is needed. It suits researchers who design molecules aroun…

MiroThinker-v1.0-8B

miromind-ai · Kit

An open research agent model that reasons over long contexts and calls tools many times per task to look up information. The 8B size, built on Qwen3-8B, suits…

Qwen3.8-27B-GSQ-RCO-IQ3_S-recovered-GGUF

Joakimpalm-Zen · Kit

Shrinks Qwen3.8-27B to a 3-bit IQ3_S GGUF with retrained scales. A research file for people who study quantization, not a faithful stand-in for the original mo…

Tev-320B

gordonhu · Kit

A 320B mixture-of-experts agent model that works through long terminal tasks with a single bash tool. Trained with reinforcement learning on 1,170 environments…

AIpparel

georgeNakayama · Kit

Holds the weights and dataset of AIpparel, a multimodal foundation model for digital garments that works with sewing patterns. It suits researchers in garment…

TRIBE v2

facebook · Kit

Estimates how the brain responds, as seen in fMRI, to video, audio and text, using a multimodal Transformer that maps onto the cortical surface. For neuroscien…

ConeML 1.2B Experimental

ConeML · Kit

Names the tallest, oldest or first item among facts you supply, as a small English research model in FP32 Safetensors and Q8_0 GGUF files. For researchers, non…

GenFirst

ByteDance-Seed · Kit

Research weights from ByteDance-Seed for image generators whose VAE and prior are trained together. They cover class-conditional and text-to-image sampling, fo…

Cola DLM

ByteDance-Seed · Kit

A research text-generation model that writes through a continuous latent space, pairing a text autoencoder with a diffusion transformer. For researchers and de…

OpenDDE

aurekaresearch · Kit

Predicts the 3D structure of proteins and other biological molecules down to each atom, for early-stage drug research. Runs from a command line on a GPU, a CPU…

Apodex-1.1-mini-GGUF

apodex · Kit

Reasoning model for long research tasks that works with files, data, code and tools, packaged as GGUF files you can host yourself. Suits researchers and develo…

CADGenBench Leaderboard

HuggingAI4Engineering · Kit

Ranks AI systems that turn a text or image description of a mechanical part into a valid 3D CAD model, and scores uploaded STEP or BREP files. For CAD generati…

DialFork Leaderboard

DialFork · Kit

Lists how different methods score on DialFork, a benchmark for procedural hallucination in conversational AI agents, on one static page. It suits researchers w…

H-JEPA

jepa-world-models · Kit

Provides trained hierarchical world-model checkpoints for visual planning in simulated mazes, cube and push tasks, and DROID robot data. For robotics and world…

VideoJev-4B

ZhuYuhan · Kit

Finds when an event happens in a video and answers multiple-choice questions about it, by scoring candidates directly. Built on Qwen3.5-4B for video researcher…

qwen-2.5-0.5b-block-transformer-hiba-wikitext2

tahamajs · Kit

Swaps 18 of the 24 attention layers in Qwen2.5-0.5B for a hierarchical block attention operator, then distills it on WikiText-2. A research checkpoint for stud…

qwen-2.5-0.5b-bam-umoe-wikitext2

tahamajs · Kit

Swaps 18 of the 24 attention layers in Qwen2.5-0.5B for a mixture-of-experts attention block, then distills it on WikiText-2. A research checkpoint for studyin…

IMUDINO

Octopus1 · Kit

Turns motion-sensor recordings (accelerometer and gyroscope) into feature vectors with a PyTorch encoder. It suits researchers who build models on inertial sen…

RFD4-Proteina

nvidia · Kit

Designs protein sequences and all-atom structures together around a binding target, enzyme motif or ligand that you specify. It is a research model from Baker…

NV-Reason-CT

nvidia · Kit

Reads chest and abdominal CT volumes to write structured radiology reports, answer questions and explain its reasoning. For researchers and developers working…

Graphormer

microsoft · Kit

Trains custom deep learning models for molecule tasks such as finding new materials or drugs. Aimed at researchers and developers, with checkpoint folders from…

Carbon-X

HuggingFaceBio · Kit

Reads raw DNA inside a chat and answers in English, judging whether variants look benign or pathogenic, for researchers who want a DNA language model on their…

LeVJEPA 1.5 Large

galilai-group · Kit

Encodes video clips and single images into feature vectors, trained by self-supervised learning on about 5,300 video hours. A video encoder for researchers, un…

NLLB-200 3.3B

facebook · Kit

Translates single sentences among 200 languages, with a focus on low-resource ones. A research model from facebook for machine translation researchers, not mea…

Qwenputer-npu

divagr1925 · Kit

A Qwen3.5-4B model with a small RISC-V computer built into its weights, used for exact arithmetic and for running a tiny story model. An experiment for researc…

Hydrogen-1.0-MXFP4

deep-principle · Kit

An MXFP4 quantized copy of Deep Principle's 384B Hydrogen-1.0 science assistant, for AMD Instinct hardware. For labs that want a text model for scientific ques…

stationhouse

alxcspr · Kit

Holds sparse autoencoder checkpoints, logs and feature census files for Marin-32B, with a TopK SAE of width 65536 for each of its 64 layers. A research archive…

MERT-v2-FullSong

m-a-p · Kit

A music encoder that turns whole songs of 30 to 360 seconds into numeric features at frame or recording level. It suits music AI researchers and developers wor…

MANTA-27B

gevaertlab · Kit

Scores the answer options of medical questions from text or images in one pass, without writing text. A research model from Stanford's Gevaert Lab, not a medic…

BLIP

Salesforce · Kit

Runs Salesforce's BLIP vision and language model in a Gradio page, with the training scripts for captioning, retrieval and question answering in the repository…

OFA-Visual_Question_Answering

OFA-Sys · Kit

Answers questions about a picture with OFA in a Gradio page, with example pictures included and the full OFA code in the repository. For researchers and develo…

Semi-Supervised Contrastive Learning with SimCLR

keras-io · Kit

Runs an image classifier trained with SimCLR contrastive learning and few labels, from the Keras team, in a Gradio page with example images. For machine learni…

Augmenting CNNs with attention-based aggregation

keras-io · Kit

Shows the attention map behind an image classifier's decision, using a CNN with attention-based aggregation trained on ImageNette, in a Gradio page. For machin…

Integrated Gradients

keras-io · Kit

Shows which parts of an image drove a model's prediction, using the integrated gradients method in a Gradio page, with an elephant photo to try. For machine le…

ESPNet2 ASR Librispeech word vs bpe tokens

jkang · Kit

Compares three English speech recognition models from one ESPnet2 Conformer setup, using bpe, character and word tokens, in a Gradio page with example audio. F…

ESPNet2 ASR Librispeech Conformer (100h)

jkang · Kit

Transcribes English speech to text with an ESPnet2 Conformer model trained on 100 hours of Librispeech, in a Gradio page with example audio. For speech researc…

TFM_SimilitudSemantica_Fichero

jfarray · Kit

Compares how close in meaning texts are, using a multilingual BERT model in a Gradio page, with a sample JSON file included. For NLP students and researchers.

Zero Shot Nlp Classifier Multi Lang

iamkb · Kit

Sorts text into labels you choose, without training, across languages, using several named zero-shot models in a Gradio page. For analysts, researchers and NLP…

HF SHAP

Hellisotherpeople · Kit

Explains how text models reach their outputs with SHAP, on five named models for question answering, translation, emotion, summarization and text generation. F…

HF KeyBERT

Hellisotherpeople · Kit

Pulls keywords out of text with KeyBERT in a Streamlit page, for researchers, students and developers who want to try keyword extraction without writing code.

HF BERTopic

Hellisotherpeople · Kit

Finds topics in a collection of texts with BERTopic in a Streamlit page, for researchers and analysts who want to try topic modeling without writing code.

Qwen3.5-9B Brainwaves DeepThought STEM OneJev1.6

nightmedia · Kit

An experimental 9.4B image-and-text model made by nightmedia, a merge of three 9B models aimed at reasoning and science questions. It suits hobbyists and resea…

UniMate

Linzhan · Kit

Generates motion for skeletons of any shape, from animals to humanoids to rigged objects, from a text description. Suits animation researchers and technical ar…

Quark

FirstPrinciplesLabs · Kit

A 9B reasoning model for physics, science and maths, fine-tuned from Qwen3.5-9B by FirstPrinciples. For researchers who want step-by-step derivations and a sec…

WeVisOne-VL-2B by tencent

tencent · Kit

Reads an image with a text query and returns object boxes, points, counts, text positions and pixel masks, including alpha mattes. Suits researchers running a…

Hy-Nomas

tencent · Kit

Generates a video world one segment at a time from text instructions and camera moves, so you can change objects, style and viewpoint as it goes. For creators…

mednli_laya

pavanmantha · Kit

Checks a medical claim against a piece of evidence and answers supported, unsupported or contradicted. A fine-tuned Laya model for English research on clinical…

Sage-A1.5

InternScience · Kit

Works through long scientific tasks as an agent that delegates to subagents, checks its own progress and revises its plan. A 35B mixture-of-experts model for r…

lingbot-touch-small

robbyant · Kit

Turns tactile sensor readings from magnetic, piezoresistive and visuotactile sensors into learned features for robot manipulation. For robotics researchers who…

LingBot-Touch-Tiny

robbyant · Kit

Encodes tactile sensor signals into latent features for robot manipulation research, covering magnetic, piezoresistive and visuotactile sensing. The repo holds…

GTA world model

lucidml · Kit

Makes video from one start image while you hold keys, frame after frame, streamed to a browser. Weights and inference code for a world model trained on GTA5 ma…

Qwen3.5-0.8B-weight-space-programming by ML-Intern-lab

ML-Intern-lab · Kit

Solves math problems step by step with a small Qwen3.5-0.8B model whose weights an LLM edited directly, with no training, to stop repetition loops. For researc…

caramel-1 by naklecha

naklecha · Kit

Listens and speaks in a live back-and-forth as a 413M-parameter speech-to-speech model trained only on recordings, never on text. For voice AI researchers and…

WeVisOne-VL-4B

tencent · Kit

Finds, counts, points to, reads and segments objects in images, and makes alpha mattes, with one 4B vision-language model from Tencent. For researchers working…

Qwen3.5-4B-Qwenputer

divagr1925 · Kit

An experimental Qwen3.5-4B with a 32-bit RISC-V CPU compiled into its weights, so it does exact arithmetic inside the model. For researchers and curious develo…

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…

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…

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…

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…

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…

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…

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…

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…

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…