Mindket

AI skills and agents for developers

Prompts, coding agent briefs and kits for writing and reviewing code with fewer tokens.

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gemma-3-270m-it-GGUF

unsloth · Kit

Generates text from prompts as a 268M instruction-tuned Gemma 3 model in GGUF format, small enough for laptops and desktops. For developers who want a tiny loc…

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Indic Tiny TTS: Hindi

sulabhkatiyar · Kit

Reads Hindi text in Devanagari script aloud with a female or a male voice, small enough to run on a CPU without a GPU. Made for developers adding Hindi speech…

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Paradee-8M v1.0

sahilmahendrakar · Kit

Speaks English text in a single voice with an 8M-parameter model distilled from Kokoro-82M. The int8 ONNX file is about 9 MB and runs on a CPU. Suits developer…

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Writes, explains and fixes code as a tiny 494M-parameter chat model with a 32,768-token context. Suits developers who want the smallest open Qwen coding model…

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Qwen2.5-0.5B

Qwen · Kit

The smallest base model in Qwen2.5, about 494M parameters with a 32,768-token context, meant for further training on your own data. For developers who want a t…

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MakHam Thai TTS

pythainlp · Kit

Reads Thai text aloud in a female voice with a tiny 8 MB ONNX model that runs on a single CPU thread. For developers who need Thai speech on servers, edge devi…

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KLM 1.5

MinimaLabs · Kit

A 99M-parameter base language model trained from scratch on 100B tokens, with a hybrid attention design. Made for researchers and tinkerers who want a tiny ope…

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tinyllamas

karpathy · Kit

Provides a series of small language models in the Llama 2 design, trained on the TinyStories dataset and made for Karpathy's llama2.c project. For developers w…

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Ming-3.0-tts-tiny

inclusionAI · Kit

A multilingual text-to-speech model from inclusionAI that clones a voice from a short clip, designs voices from a description, and controls emotion, speed and…

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Kiyo-65M

DedeProGames · Kit

Continues English text with a tiny 65M-parameter decoder-only model trained on 80B tokens. For learners and researchers who want a small transformers model to…

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EMA Lightning

canberkkkkkk · Kit

A tiny Turkish text-to-speech model, 8.6M parameters and about 34 MB, that runs offline on a GPU or CPU and can stream audio as it is made. For developers who…

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GGUF quantizations of Llama-3.2-1B-Instruct, a 1.2B text model in eight languages, with the 4-bit file near 0.8 GB. For people who run a tiny local model.

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AuroraIMG2-50M-Preview

AuroraAI-Research · Kit

Tiny text-to-image model that makes fixed 256 by 256 pictures from English prompts, built on a 50.4M flow-matching transformer trained from scratch. A preview…

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Paradee-8M v1.2

sahilmahendrakar · Kit

A tiny English text-to-speech model with four voices that runs on a CPU from one 8.5 MB ONNX file. For developers who want speech in an app without a GPU.

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Bonsai-1.7B-GGUF

prism-ml · Kit

Generates text with a 1.7B language model packed to 1 bit per weight, about 0.24 GB, for llama.cpp on CUDA, Metal and CPU. For developers who need a tiny local…

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MOSS-TTS-Nano

OpenMOSS-Team · Kit

Turns text into speech with a tiny 0.1B-parameter model that can run on a CPU, supports voice cloning and covers 20 languages. It suits developers who add spee…

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TAEF2

madebyollin · Kit

Previews FLUX.2 image generation in real time with a tiny autoencoder that shares the FLUX.2 VAE's latent format. For image app developers and people with limi…

New

Ling-3.0-tiny-GGUF

inclusionAI · Kit

GGUF copy of inclusionAI's Ling-3.0-tiny, a small mixture-of-experts reasoning model with 7.9B total and 1.3B active parameters, for running locally at low cos…

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SmolLM2-135M

HuggingFaceTB · Kit

Continues English text from a prompt with a 135M-parameter base language model small enough to run on-device. For developers who want a tiny model to test idea…

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cua-s1-forms

cua-ai · Kit

Scores the possible actions for each element of a GUI form, such as fill, check, click or skip, and returns a probability for each. A tiny model for developers…

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Listens to a user while a voice bot is talking and tells apart a quick "mm-hmm" from a real interruption, so the bot keeps going or stops. A tiny streaming aud…

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SmolLM2-135M-Instruct

HuggingFaceTB · Kit

Answers chat-style questions and handles rewriting and summaries with a 135M-parameter instruction-tuned model small enough for on-device use. For developers w…

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Sekai-1

8BitStudio · Kit

A 95.6M-parameter English chat model trained from scratch on one RTX 5060 Ti, small enough to run on a CPU. For people who want a tiny local language model to…

New

Qwen3-0.6B-Base

Qwen · Kit

Provides Qwen3-0.6B-Base, the small pretrained base model of the Qwen3 family, trained on 119 languages with a 32k context. For developers who fine-tune or stu…

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Silencio-2

BlueRoseLabs · Kit

Turns English text into 24 kHz speech with emotion and sound tags, and can copy a voice from a short reference clip. A tiny text to speech model fine-tuned fro…

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TinyLlama-1.1B-Chat-v1.0

TinyLlama · Kit

Chats in plain text as a small 1.1B language model that runs with little memory. For developers and researchers who want a compact chat model built on a Llama-…

New

Paradee-8M v1.3

sahilmahendrakar · Kit

A tiny 7.88M-parameter text to speech model with eight voices in English, Hindi, French and Spanish, distilled from Kokoro-82M, for developers who need fast sp…

New

AuroraIMG2-100M

AuroraAI-Research · Kit

Generates 256x256 images from text with a tiny 100M-parameter model trained from scratch on one GPU. For people who want a small text-to-image model to run or…

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whisper.cpp

ggerganov · Kit

OpenAI's Whisper speech recognition models converted to ggml files for whisper.cpp, in sizes from tiny to large-v3-turbo, with smaller quantized copies.

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Ling-3.0-tiny

inclusionAI · Kit

Generates text with a 7.9B hybrid reasoning model that activates only 1.3B parameters per token, so it fits local and low-resource setups. Suits developers who…

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indra-ocr

datalab-to · Kit

A tiny OCR model that runs on a CPU and turns PDFs and images into markdown, text or JSON with boxes. Reads handwriting and more than 80 languages. For develop…

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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.

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microgpt.js

webml-community · Kit

Runs a JavaScript version of the small microgpt.py script by Andrej Karpathy in a single web page. Suits developers and learners who want to read or try a tiny…

New

Qwen 0.5B

Osstral · Kit

A small Gradio demo from Osstral that serves the Qwen2.5-0.5B-Instruct model, for people who want to try a tiny instruction-tuned model in a browser or on thei…

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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…

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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…

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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…

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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…

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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…

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Diorama

sloemo01 · Skill

Gives an AI agent a playbook and code to copy in for building detailed Three.js dioramas, tiny staged scenes with a pixel or toon look. For web and creative de…

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