Browse AI skills, agents and automations

Generative_python_transformer

equ1 · Kit

A Gradio app from equ1 that, going by its name, generates Python code with a transformer model whose weights and tokenizer files sit in its repository. For dev…

Image Caption With Vit Gpt2

Amrrs · Kit

A Gradio app that writes a short caption for a picture, pairing a vision transformer with a GPT-2 style text model. It suits people who want to try image capti…

OuteTTS WebGPU

webml-community · Kit

Turns text you type into spoken audio inside your browser, running the OuteTTS speech model on WebGPU through Transformers.js, for developers and anyone curiou…

Marigold V2 klein Normal to Height

NightRaven109 · Kit

Turns a tangent-space normal map into a height map in one transformer step, using Marigold V2 on FLUX.2 klein 4B. A Gradio app for texture and 3D material work.

Modern LLM From Scratch

Kakarot2812 · Kit

A small decoder-only language model, about 19 million parameters, written and trained from scratch on TinyStories, with a demo page. For learners studying how…

Natural Text to Danbooru Tags with Transformer V2

John6666 · Kit

Turns a plain-language description into Danbooru-style tags using language and tagger models. Runs in the browser as a Gradio app, for people who write tag-sty…

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…

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…

Attention Visualization

webml-community · Kit

Shows how a Vision Transformer pays attention to parts of an image, as a static web page that runs in the browser. It is one of the transformers.js example pro…

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…

MiniCPM-V

OpenBMB · Kit

OpenBMB’s open multimodal models: MiniCPM-V 4.7 reads images, documents and video, and MiniCPM-o 4.5 also hears and speaks. The setup notes cover Transformers,…