Kits of AI agent skills, rules and prompts

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.

Mithi v1 Flash

Oomni · Kit

Reads text aloud in 11 Indian languages with a male and a female voice, on a GPU or a plain CPU. Made for developers who add speech to apps.

Raon-1 nano

KRAFTON · Kit

Generates text and follows instructions in Korean and English, keeps conversation context and calls tools. A 3.1B-parameter language model with a 262,144-token…

MNN-Pocket-0.3B

taobao-mnn · Kit

A small English and Chinese instruction tuned language model of about 300M parameters, designed with the MNN stack for running on phones and tablets. Suits dev…

Xm_transformer_600m

facebook · Kit

A Facebook demo built around six xm_transformer_600m translation models, with Common Voice audio samples, going by their language codes. For people who want to…

Cv Parser

asimokby · Kit

A Gradio app that reads a resume and pulls out details with several language models, split into reader, segmenter and parser files. It suits recruiters and dev…

Qualitative Pretrained Model Evaluation

ajitrajasekharan · Kit

A Streamlit app for comparing pretrained language models by eye. It names six models, from scientific, biomedical and legal ones to general BERT, and suits peo…

VIDRAFT

VIDraft · Kit

The home page of VIDRAFT, a Seoul-based AI model lab, as a static site. It presents its open models and tools for training, merging, compressing, testing and s…

Belarusian AI models

Zhnivo · Kit

A browsable list of hand-picked AI models and GitHub code made for the Belarusian language, covering speech recognition, speech synthesis, language models, tra…

Belarusian datasets

Zhnivo · Kit

A browsable list of hand-picked datasets and corpora for the Belarusian language, covering speech, text, parallel texts, benchmarks, dictionaries and OCR. The…

Meditor WebGPU Chat

Yo-Purple · Kit

A chat page that runs the Meditor language models inside your browser on your own GPU through WebGPU, with local caching and live speed readouts. For people wh…

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…

Kokoclone

Stevensayer7 · Kit

Speaks typed text in a voice cloned from a short reference clip, in eight languages. It runs on a laptop CPU and suits voice assistant prototypes, narration an…

Open PL LLM Leaderboard

speakleash · Kit

A Gradio leaderboard that ranks language models on a set of evaluation datasets, with its name and datasets pointing to Polish. For teams comparing models or r…

Voice Clone Multilingual

skwow0w9 · Kit

A Gradio app for cloning a voice and speaking in 16 languages, built on Bark, Tortoise TTS and related speech models. For developers and creators testing voice…

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…

Autism RAG

Shriharshan · Kit

A chatbot about autism that finds passages in a stored vector database and passes them to a small language model to answer. Suits developers and students study…

Glimmer Scope

rob-x-ai · Kit

Steer the Muse Glimmer 30B language model with features found inside its own layers. Every question returns two answers, one plain and one steered, so you see…

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.…

TokenAtlas

prajwalpujari16 · Kit

A browser explorer that compares how many tokens the same text costs across 52 languages and several LLM tokenizers, built on the FLORES-200 benchmark. For peo…

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…

Teochew Whisper

panlr · Kit

A Gradio demo of a Whisper speech model fine-tuned for Teochew, for people who want to try speech recognition for this Chinese regional language in a browser o…

LLM Settings Guide

overhead520 · Kit

A web page that helps you find the sampler and prompt template settings that suit a language model, with a folder of SillyTavern settings files. Suits people w…

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…

MiniCPM5 2B Demo

openbmb · Kit

A Gradio demo from openbmb where you try the MiniCPM5-2B language model in a browser, or run a copy of the app yourself with Python 3.12.

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…

ZONOS3 Mini by mrfakename

mrfakename · Kit

Turns text into speech in ten languages with the ZONOS3-Mini model, with 27 preset voices, voice cloning from a short clip, rate and loudness controls and mood…

Arboters NLU

migold · Kit

Reads messages for a chess league bot and works out the command or the proposed game times, for people testing the Lichess4545 bot's language model.

GPT OSS 20B Heretic Chat

locojefe · Kit

Lets you talk to the gpt-oss-20b-heretic language model in your browser. It runs on ZeroGPU and shows only the final answer, for people who want to try this co…

Local Model Explorer

LocalLLaMA · Kit

Shows which GGUF quantized models fit your graphics card, Mac or CPU, for people who run language models on their own machine and want to pick a file that 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…

Multitrack Midi Music Generator

juancopi81 · Kit

Generates multitrack MIDI music with a language model trained on 8-bar pieces. Runs in the browser as a Docker app, for musicians and developers who want to tr…

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…

Ming-3.0-tts-0.5B

hugging-apps · Kit

Turns text into speech in several languages, with voice cloning and voice design, in a Gradio demo of the Ming-3.0-tts-0.5B model.

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…

Video Dubbing (SoniTranslate)

G-Rost · Kit

Dubs a video into another language using open source projects, in a Gradio page. For creators who want to translate the speech in a video.

Fun-CosyVoice3-0.5B

FunAudioLLM · Kit

Turns written text into speech in nine languages and many Chinese dialects, with zero-shot voice cloning, in a Gradio demo for anyone testing speech synthesis.

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…

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…

ZONOS3 Mini

fffiloni · Kit

Turns up to 600 characters of text into spoken audio with Zyphra's ZONOS3-Mini model, in several languages and preset voices. A Gradio app that runs in the bro…

The Smol Training Playbook（简体中文）

fat-pig · Kit

Lets Chinese readers study the HuggingFaceTB guide to training language models in Simplified Chinese, charts included. An unofficial translation for people who…

Oromo-TTS

eyob7 · Kit

Turns Oromo text into speech in a Gradio page, using a model file that ships with the Space. For Oromo speakers, learners and developers who want to hear the l…

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…

Voice Clone Tool

ejzhu2026 · Kit

Clones a voice from a 10 to 30 second audio sample and speaks new text in that voice, in 16 languages. It suits people who need a consented voice for narration…

Outsmart

ed-donner · Kit

Pits AI models against each other in a turn-based game of negotiation and strategy, and ranks them across games. It suits anyone curious how language models ba…

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…

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…

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…

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…

Global Leaders

build-small-hackathon · Kit

Lets you govern a real world leader through the real events of 2025 in a strategy game, with a small language model as game master and a code engine that keeps…

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…

EU PII Anonymization

bardsai · Kit

Finds and redacts personal data in text written in any of the 24 EU languages, all inside your browser so the text never leaves your computer. For people who h…

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…

NLLB Translator

Asanari · Kit

Translates text between 200 languages with a choice of engines, from open models running in the Space to cloud models you reach with your own key. For writers,…

Batwan Predictive Text

alsersugasawa · Kit

Suggests the rest of a word, or the next one, as you type in a Hiligaynon-English dictionary search box, using a small fine-tuned Gemma model. A demo for langu…

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…

KoGPT2 Korean Finetuning

AD-Styles · Kit

A Gradio app around the skt/kogpt2-base-v2 Korean language model, with its weights held in the Space. For people who want to try a small Korean text model or s…

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…

Streamlit Machine Translate

TiberiuCristianLeon · Kit

Translates text between languages in a browser page, with a choice of several open machine translation models. Suits anyone who needs a quick translation, or a…

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.

Salamtak سلامتك

plitip · Kit

Checks one site photo for safety hazards and gives a Safe, Needs attention or Unsafe verdict with short alerts in seven worker languages. Runs on vision models…

Icelandic LLM Leaderboard

mideind · Kit

Ranks large language models on Icelandic language tasks in a static leaderboard page from Miðeind. It suits people choosing or studying models for Icelandic.

Number Tokenization Blog

huggingface · Kit

A static blog page from Hugging Face on number tokenization, the way language models split numbers into pieces. It suits readers curious about how models handl…

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…

Saudi SALLM Q9B V1 Demo

Dr-Zeyad-Alghamdi · Kit

Runs a Gradio research demo of a private adapter on the Qwen3.5-9B language model from a browser page, for people who test models on GPU hardware.

Saudi SALLM J7B V1 Demo

Dr-Zeyad-Alghamdi · Kit

Runs a starter Gradio demo around the Jais-3-7B language model from a browser page, for people who want to try an adapter on it on GPU hardware.

Saudi SALLM A7B V1 Demo

Dr-Zeyad-Alghamdi · Kit

Lets you try a research language model adapter on top of ALLaM-7B-Instruct-preview from a browser page, for people who test and compare language models.

ACE Step

ACE-Step · Kit

Generates music from text descriptions and lyrics with the ACE-Step foundation model, in a browser demo. It suits musicians, producers and content creators who…

Open VLM Leaderboard

opencompass · Kit

Shows leaderboards of vision-language model scores gathered with the VLMEvalKit toolkit, with an overall ranking and separate tables for each benchmark. It sui…

Llm Glossary

Omartificial-Intelligence-Space · Kit

A single web page that explains how a language model learns, going through the ideas term by term. Suits newcomers to large language models, students and teach…

Confucius4-TTS Voice Clone

CharlesW · Kit

Clones a voice from a short reference clip and speaks your text in it, with automatic language detection and optional transcription of the clip. It suits peopl…

LLM训练终极指南 | The Ultra-Scale Playbook

Ki-Seki · Kit

A static web page that teaches the many parts of training large language models, with a Chinese title and an English one. It suits engineers and students who w…

Open LLM Leaderboard

open-llm-leaderboard · Kit

Ranks and compares open large language models in a React page with sorting, filtering, search and pinning. For people choosing or evaluating open models and ch…

KLM 1.5-Chat Preview

Eclipse-Senpai · Kit

Chats with a small 99M-parameter language model in the browser, with an optional reasoning mode, a calculator and live web search. It suits people who want to…

OmniVoice

k2-fsa · Kit

Clones a voice and speaks text in it across more than 600 languages, on a Gradio page that runs in the browser. For people who want to try voice cloning text-t…

The Ultra-Scale Playbook

nanotron · Kit

Teaches how to train large language models on big GPU clusters, as a web guide you read in the browser with a PDF copy in its files. For engineers and research…

An n8n workflow that translates Telegram voice messages between two languages that you choose. It transcribes the speech, translates it with an OpenAI model an…

An n8n workflow that runs a small Telegram chatbot with three behaviours. It chats in the user’s language, welcomes new users and draws a picture when a messag…

An n8n workflow for a LINE Official Account. LINE sends each message to a webhook, Claude writes a short reply in the same language, and the workflow sends it…

Ripple-65B Preview

ricursiveAI · Kit

Runs terminal coding agents on a 65B dense language model that reads up to 1,048,576 tokens of context. Made for developers and researchers who want open Apach…

daily_stock_analysis

ZhuLinsen · Kit

Analyzes your watchlist of stocks across six markets with a language model every day and pushes a decision dashboard to WeCom, Feishu, Telegram, Discord, Slack…

Microsoft Agent Skills

microsoft · Skill

Microsoft’s library of skills, agent personas and MCP setups for coding agents on Azure and Microsoft Foundry: one skill per SDK in five languages, plus deploy…

rust

rust-lang · Kit

The main source repository of the Rust programming language and its compiler, for people who want to write reliable and efficient software or work on the langu…

Fish Speech

fishaudio · Kit

Generates expressive, multilingual audio from text using large language model architecture. It supports voice cloning, multi-speaker production, and precise au…

Auto Ontology

NVIDIA · Kit

Builds and manages semantic, graph-based knowledge layers from enterprise metadata to ensure reliable AI agent interactions. It features automated schema disco…

Heretic

p-e-w · Kit

Modifies local language models by adjusting internal weights to remove refusals, reduce slop, or change stylistic behavior. Targeted at developers and hobbyist…

AI For Beginners

microsoft · Kit

Microsoft’s free 12-week, 24-lesson AI curriculum, with quizzes, Jupyter notebooks and labs. It runs from the history of AI and expert systems through neural n…

Everyone Can Use English

ZuodaoTech · Kit

ZuodaoTech’s Chinese-language English learning repository: the book 人人都能用英语, the 1000 Hours speaking plan and the source of the Enjoy practice app. The setup n…

Protocol Buffers

protocolbuffers · Kit

Google’s open source way to describe structured data in a .proto file and read and write it from many languages. The setup notes cover the protoc compiler and…

Crawl4AI

unclecode · Kit

UncleCode’s open source web crawler and scraper for language models and AI agents. It loads a page in a browser and returns clean Markdown, or JSON in a shape…

PowerShell

PowerShell · Kit

Microsoft’s open source shell and scripting language for Windows, macOS and Linux. It passes .NET objects down a pipeline instead of text. The kit covers insta…

Build a Large Language Model (From Scratch)

rasbt · Kit

The official code for Sebastian Raschka’s book on building a GPT-like LLM in PyTorch, one chapter at a time. The notebooks cover text data, attention, pretrain…

LLM Course

mlabonne · Kit

Maxime Labonne’s free course for getting into large language models: a README of three roadmaps, reference lists and Colab notebooks. The setup notes cover rea…

Coding Interview University

jwasham · Kit

jwasham’s multi-month study plan for becoming a software engineer, written as one long README of videos, lectures and things to implement. Setup notes cover a…

Free Programming Books

EbookFoundation · Kit

A community list of free programming books, courses, cheat sheets, interactive tutorials, podcasts and playgrounds in many languages, administered by the Free…

Project Based Learning

practical-tutorials · Kit

A curated list of project-based tutorials from the practical-tutorials organization, sorted by programming language, from writing a shell in C to building a bl…

Five plain-text prompts for daily work: email replies, meeting actions, saying no, error messages and plain-language rewrites.