Kits of AI agent skills, rules and prompts

pplx-decider-v1.2

perplexity-ai · Kit

Reads a situation and several questions in one pass, then answers each with a choice, a yes or no, or a score. Built for teams that route, flag or rate incomin…

Qwen3.8-27B NVFP4

nvidia · Kit

NVIDIA's 4-bit NVFP4 build of Alibaba's Qwen3.8-27B, made with Model Optimizer for Blackwell GPUs, taking text, image and video in and giving text back.

parakeet-tdt-0.6b-v3

nvidia · Kit

Transcribes speech in 25 European languages, detects the language by itself and adds punctuation, capitalization and word timestamps. A 600M-parameter speech-t…

Kumo Tabular

nvidia · Kit

Predicts classes or values for new table rows from labeled example rows given as context. NVIDIA's pretrained tabular foundation model for classification and r…

Moondream Parakeet Redux

moondream · Kit

A 178 MB speech recognizer from moondream that runs at 113 times real time on eight x86 CPU cores. It transcribes English, German, French, Spanish, Italian, Po…

Raon-1 mini

KRAFTON · Kit

Chats and reasons, with a strength in Korean, and runs tool-calling agent tasks. A 28.8B mixture-of-experts model that activates 4.3B parameters per token with…

Haruka-Tagger

KaraKaraWitch · Kit

Tags anime-style illustrations with up to 98,782 Danbooru tags in one pass, covering artists, characters, copyrights, general traits, year and rating. For peop…

DeepSeek-V4.1-Flash-1017-Basalt

jesdga · Kit

Packs DeepSeek V4.1 Flash into single model files for the Basalt engine, which runs it on one NVIDIA Blackwell GPU with system RAM covering the experts that do…

NCM checkpoints

hazyresearch · Kit

Research checkpoints from Hazy Research for Next-Concept Modeling, a coarse-to-fine text generation method, with tokenizer and generator pairs for summarizatio…

Phonon voices

gradium · Kit

Provides 102 ready-made voices for the Phonon S text-to-speech model across English, French, German, Spanish and Portuguese, each as a small embedding file you…

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.

Qwen3.8-35B-A3B-Distill-GGUF

empero-ai · Kit

Runs a 35B Mixture-of-Experts model with about 3B active parameters per token from GGUF files in ten sizes, plus a vision projector. For llama.cpp, Ollama, LM…

REAX 1.3

decisionmodels · Kit

Returns probabilities for the options of a decision request by running two models side by side on one GPU and averaging them. For teams that want an open decis…

elephant-1

baselabs · Kit

Answers a set of questions about a situation in one pass and returns a calibrated probability for each option. A 9B decision model from Base Labs at Baseten, t…

MOSS-Image-Edit-HQ

akhaliq · Kit

An unofficial community LoRA that edits images from written instructions on top of MOSS-Image-SFT, for ComfyUI. For image makers who want to test open instruct…

Vimoo-1.0

Vimoo-AI · Kit

Makes video from a text prompt, or from a reference image plus text, with a separate 11.7B model for each job. Suits creators and marketing teams who want shor…

Qwen3.5-4B-GGUF

unsloth · Kit

Unsloth's GGUF quantized copy of Qwen3.5-4B, a small model that reads images and text and answers in text, for people running models locally.

GLM-5.3-Flash-GGUF

unsloth · Kit

Runs Unsloth's GGUF copy of the GLM-5.3-Flash text model on your own hardware, a large open model its authors aim at coding and agent work. For people with ple…

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…

Qwen3-0.6B

Qwen · Kit

The smallest Qwen3 chat model, built on Qwen3-0.6B-Base. It switches between a thinking mode and a quicker plain mode, handles 100+ languages and a 32,768-toke…

GPT-2

openai-community · Kit

Generates English text from a prompt with the smallest GPT-2 model, pretrained to predict the next word. Suits learners, researchers and developers who want a…

TRELLIS.2-4B

microsoft · Kit

Microsoft's 4B image to 3D model that turns a single picture into a textured 3D mesh with PBR materials, at resolutions up to 1536, for people with a large NVI…

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…

LightOnOCR-3-4B

lightonai · Kit

Reads document page images and returns the text as markdown, or labeled blocks with bounding boxes, image descriptions and chart data. For developers who build…

LightOnOCR-3-0.8B

lightonai · Kit

A small 0.8B OCR model from LightOn that reads a page image into markdown, and in grounding mode also labels each block with a bounding box. The fast, light si…

Minimax H3 Latent Upscaler

LBH-123-AI · Kit

Upscales Minimax H3 video latents directly, so you can generate at low resolution and refine at the target size without a decode and re-encode. For people runn…

Raon-1 nano (LiteRT-LM)

KRAFTON · Kit

Packs Raon-1 nano as a 4-bit LiteRT-LM bundle with a 4,096-token context, for running a Korean and English chat model on devices. Replies come without a thinki…

humanizer by jialinyyzz

jialinyyzz · Kit

Rewrites AI-written drafts such as emails, essays, reports and forum posts so they read like a person wrote them, in English and Chinese. A 12B model that keep…

gemma-4-E4B-it

google · Kit

Handles text, image and audio input and writes text, with a 128K-token context and support for over 140 languages. A small instruction-tuned Gemma 4 model from…

DeepSeek-R1

deepseek-ai · Kit

Generates text with a 684B reasoning model trained mainly through reinforcement learning, aimed at math, code and logic. Suits researchers and teams who host l…

DeepHat-V1-7B

DeepHat · Kit

A 7B coding model tuned for cybersecurity and DevOps work, fine-tuned from Qwen2.5-Coder-7B. For security and operations engineers who want a small local model…

Wan 2.2

Comfy-Org · Kit

Packages the Wan 2.2 video models and related files so ComfyUI can load them, covering image to video, text to video, camera control and more. For people who g…

Apex-35B-V1.0

Apexintelligence-AI · Kit

A text model for coding, tool use, question answering, search and research tasks, built on Qwen3.6-35B-A3B with about 3B parameters used per token. For develop…

GLM-OCR

zai-org · Kit

Reads text, formulas and tables from document images and pulls structured information out of them, in eight languages. A small OCR model from zai-org for devel…

Qwen3.6-35B-A3B-MTP-GGUF

unsloth · Kit

Runs Qwen3.6-35B-A3B locally from Unsloth's GGUF files with multi-token prediction for faster decoding in llama.cpp. Suits developers who want a local agentic…

flint-GGUF

unsloth · Kit

Runs Flint, a 39.8B mixture-of-experts model for coding agents that uses about 2.5B parameters per token, from Unsloth GGUF files. For developers who run codin…

Beam-1.0-501B-A23B

reflection · Kit

An open instruction-tuned text model from Reflection with 501B parameters, 23B active at a time and a 1M-token context, aimed at coding, tool use and reasoning…

Qwen3.5-9B-Base

Qwen · Kit

Gives researchers and developers a pre-trained 9B base model with a vision encoder, meant for fine-tuning and experiments rather than direct chat. Handles text…

Qwen3-4B

Qwen · Kit

Generates text with a 4B Qwen3 model that switches between a thinking mode for hard reasoning and a plain mode for quick chat. Suits developers who want a smal…

pplx-decider-flash-v1.2

perplexity-ai · Kit

A small Perplexity decision model built on Qwen3.5-4B that reads text and images and answers choice, yes-or-no and score questions with probabilities, for fast…

PaddleOCR-VL-1.6

PaddlePaddle · Kit

Reads an image and returns its text, built for parsing documents in English and Chinese. A 959M-parameter model from PaddlePaddle that runs through the PaddleO…

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…

Maya 2 Native

maya-research · Kit

Speaks text aloud in 11 Indian languages and English at 24 kHz, streaming audio as it is made, with 20 built-in voices and cross-lingual voice cloning. An open…

Qwen3.8 13.5B

kusuriya-labs · Kit

An experiment that prunes Qwen3.8-27B to half its layers and retrains it, giving a 14.7B model for Japanese and English that the author says is not practical y…

Qwopus3.8-27B-Coder-Flash-GGUF

Jackrong · Kit

Helps with coding and tool-using agent work as a GGUF fine-tune of Qwen3.8-27B, trained on about 200,000 code, agent and reasoning examples. For developers who…

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…

Hemmingway-1.5

HemmingwayAI · Kit

Writes everyday text such as emails, blog posts and product descriptions, and rewrites other AI text in a more personal voice. An open-weights model of about 2…

gemma-4-E2B-it

google · Kit

Handles text, image and audio input and writes text, with a 128K-token context and support for over 140 languages. The smallest instruction-tuned Gemma 4 model…

DeepSeek-V4-Flash

deepseek-ai · Kit

DeepSeek's preview mixture-of-experts language model with 284B parameters, 13B used per token and a one million token context. The smaller sibling of DeepSeek-…

Needle 3

Cactus-Compute · Kit

A small on-device model from Cactus Compute for tool calling, structured extraction and text embeddings, used through the cactus Python package. For developers…