Kits of AI agent skills, rules and prompts

ttf-Qwen3.8-Flash-Next-GGUF

oguzeldereli · Kit

Runs Qwen3.8-Flash-Next, a 180B mixture-of-experts model squeezed to ternary weights, from one 40.4 GB GGUF file that is 4.6 times smaller than the FP8 release…

ttf-Qwen3.8-27B-GGUF

oguzeldereli · Kit

Runs Qwen3.8-27B squeezed to ternary weights as GGUF files that fit on a 12 GB GPU, in an 8.2 GB and a 6.74 GB variant. For people who want a large local model…

Hermes 4 14B

NousResearch · Kit

A 14B hybrid reasoning model from Nous Research, built on Qwen3-14B. It can think step by step, call tools, and return JSON that follows a schema. It uses the…

Hermes-3-Llama-3.1-8B-GGUF

NousResearch · Kit

Runs Hermes 3, an 8B general-purpose chat model from NousResearch, as a quantized GGUF file for llama.cpp. Suits people who want a local assistant with functio…

Hermes 3 Llama-3.1 8B

NousResearch · Kit

An 8B general-purpose chat model from Nous Research, built on Llama 3.1, with function calling, structured output, role play and code help. It suits developers…

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…

Kronos-base

NeoQuasar · Kit

A 102M-parameter model for financial candlestick (K-line) data that forecasts price series and volatility and can generate synthetic data. Part of the Kronos f…

AREX-2-i1-GGUF

mradermacher · Kit

Weighted GGUF quantizations of BAAI/AREX-2, a 26.9B vision model, in about two dozen sizes from 7.2 GB to 22.2 GB, plus an imatrix file for making your own qua…

Qwen3.5-4B-3D-Html

mondk · Kit

A 4.2B text-generation model, fine-tuned from Qwen3.5-4B, that writes a 3D scene as one self-contained HTML file using Three.js. Open the file in a browser and…

harrier-oss-v1-0.6b

microsoft · Kit

Turns text in many languages into number vectors for search, clustering and similarity matching, a 0.6B embedding model from Microsoft for developers building…

MemT-1.0-Nano

MemTensor · Kit

Language model with a built-in memory state of fixed size, built on Qwen3.6-35B-A3B, that keeps past context without re-reading it. For researchers and develop…

Idol on LiteRT

litert-community · Kit

Turns one photo of an object into a 3D Gaussian splat on an Android phone, using LiteRT versions of the Idol model and a sample app, for mobile and 3D develope…

embeddinggemma-2-740m-litert-lm

litert-community · Kit

The 740M multimodal EmbeddingGemma 2 packaged for on-device use with LiteRT-LM. It maps text, code, images, video and audio into one shared 768-dimensional vec…

Licon VBVR for MiniMax-H3

LiconStudio · Kit

An image-to-video LoRA for MiniMax-H3 that reduces duplicated objects, clipping and odd character motion in generated clips. It suits ComfyUI users who animate…

WPLM

Leejh123e · Kit

A small chat bot whose weights were written by hand as a plain-text edit list, with no training at all. You can follow each reply back to the neurons behind it…

Backchannel Cue 32M

KoljaB · Kit

Decides when a voice assistant should drop in a small listening sound such as mhm or oh no while the user is still talking, from the words so far. Text only, a…

Kandinsky S2V 1.0 Lite

kandinskylab · Kit

Turns one reference picture and a speech recording into a talking avatar video, animating the whole figure to match the audio. For researchers and developers w…

Kev-4B

jaredpalmer · Kit

Reads a document and typed questions, then returns a calibrated probability for each answer option in one pass, without writing text. A Qwen3.5-4B based decisi…

Realtime-Venus

inclusionAI · Kit

Holds two 9B models for live conversation that listen and speak at the same time, handle interruptions and hand tasks to outside tools. One watches video and a…

Ming-3.0-audio-flash

inclusionAI · Kit

Listens to audio plus a text instruction and returns text, or text with synthesized speech. Covers speech recognition, spoken questions and audio reasoning in…

Hemmingway-1

HemmingwayAI · Kit

Writes everyday messages and emails as one ready-to-send text instead of a list of options. A 27B model built on Qwen3.8-27B, free for non-commercial use, for…

whisper-large-v3-chileno-lora

hablaip · Kit

A LoRA adapter that helps Whisper Large-v3 transcribe Chilean Spanish from real call center phone calls, with spontaneous speech, slang and line noise. Made by…

gemma-4-26B-A4B

google · Kit

Reads text and images and writes text, for developers who want an open-weights Google DeepMind model for coding, reasoning and image questions on their own GPU…

GLiNER2.5-Decide

fastino · Kit

Classifies English text against any label set you pass in, such as intent, routing, sentiment or urgency, in one pass with no prompt template. A small speciali…

Gadsby-4B

errrinn · Kit

Chats in a quirky chat-speak voice after a ban on word pairs common in Simple Wikipedia. A 4.3B-parameter Gemma 3 experiment for people curious about constrain…

Slonik

dglhf · Kit

Helps with agentic coding, with two models trained on PostgreSQL engine tasks. Slonik-27B and Slonik-9B come from Postgres Professional, for developers who wor…

LFM2.5-8B-A1B-Turbo-Brilliance-Power-X12-NEO-MAX-GGUF

DavidAU · Kit

GGUF build of LiquidAI's LFM2.5-8B-A1B, a sparse mixture-of-experts model, with DavidAU's Turbo Brilliance system and 12 reasoning modes. An 8.5B beta-style re…

LFM2.5-2.6B-Qwen3.8-Turbo-Brilliance-Power-X12-NEO-MAX-GGUF

DavidAU · Kit

GGUF build of LiquidAI's LFM2.5-2.6B with DavidAU's Turbo Brilliance system, adding 12 reasoning and 12 instruct modes you switch in the prompt. A 2.7B beta fo…

flux_text_encoders

comfyanonymous · Kit

Supplies text encoder checkpoints for Flux image models, made for ComfyUI's DualClipLoader node. For ComfyUI users who run Flux on their own machine.

SeedVR2

Comfy-Org · Kit

Upscales images and video in ComfyUI with repackaged SeedVR2 3B and 7B files from ByteDance Seed, in several precision formats. For ComfyUI users who run upsca…

Animagine XL 4.0

cagliostrolab · Kit

Generates anime-style images from tag-based text prompts, a Stable Diffusion XL fine-tune retrained on a large anime dataset. For artists and developers using…

Needle 2

Cactus-Compute · Kit

A 45M-parameter open model for tool calling, device use and structured extraction, packed into one 14 MB binary that runs in about 28 MB of RAM. For developers…

joey-1

baselabs · Kit

Returns calibrated probabilities for yes-or-no, multiple-choice and scored questions about a text or an image, from one 2B model. For teams that route, triage…

Qwen3.8-27B-GGUF by bartowski

bartowski · Kit

A set of GGUF quantizations of Qwen3.8-27B by bartowski, from Q8_0 down to 3-bit, made with an importance matrix. For people running a 27B vision-language mode…

Jackrong_Qwopus3.8-27B-Coder-Flash-GGUF

bartowski · Kit

GGUF quantizations of Jackrong's Qwopus3.8-27B-Coder-Flash, made by bartowski with an importance matrix, in sizes from 17 GB to 55 GB. For running a 27B model…

AsteroRank-Lepton

Asteromorph · Kit

Scores how relevant each document is to a search query, with optional context, to reorder search results. A 4B open-weights reranker for science and general se…

Chronos-2

amazon · Kit

Forecasts time series without any training on your data, covering single series, many related series and series with extra inputs. A 120M-parameter model from…

Qwen-Image-2.1-Next-Scene-LoRA

akhaliq · Kit

A LoRA for Qwen-Image-2.1 that turns an input frame and a director-style instruction into the next shot, keeping the scene consistent. For storyboard makers an…

Qwen-Image-2.1-Multiple-Angles-LoRA

akhaliq · Kit

A camera-control LoRA for Qwen-Image-2.1 that reshoots a subject from a chosen angle, with 36 poses plus close-up variants. For image makers who work in ComfyU…

MOSS-Image-SFT-4-steps

akhaliq · Kit

Makes the MOSS-Image-SFT text to image model finish a picture in 4 steps with no guidance, using one LoRA file. Renders English and Chinese text, for ComfyUI a…

Drone Transcripter 4

AbdelrhmanX2 · Kit

Turns Egyptian Arabic speech into text, tuned on classroom lectures and also covering everyday speech and Arabic-English mixing. For anyone transcribing Egypti…

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…

ZeroTTS

zeroweight-ai · Kit

Reads Vietnamese text aloud in real time on a laptop CPU, with streaming output and voice cloning from a few seconds of reference audio. For developers adding…

Xing4.0-29B-A4B

XingChen-AGI · Kit

Generates text and works through multi-step jobs such as planning and tool calls, in English and Chinese, with a 256K context window. A mixture-of-experts mode…

Wan-Animate-2

Wan-AI · Kit

Animates a character picture by copying the motion from a driving video, with text control of the camera viewpoint. Made for people who produce character video…

Wan2.1-T2V-1.3B

Wan-AI · Kit

Makes short 480P videos from a text prompt, small enough for most consumer GPUs with about 8 GB of video memory. For creators and researchers who want local te…

d3-flash

vllm-sr · Kit

A 9B model that answers several choice, yes or no and score questions about text, images or video in one call, returning a probability for every answer instead…

d3

vllm-sr · Kit

Answers choice, yes-or-no and score questions about text, images or video in one call, returning a probability for each answer instead of text. A 27B decision…

Qwen3.5-9B-MTP-GGUF

unsloth · Kit

GGUF copies of Qwen3.5 9B that support multi-token-prediction speculative decoding in llama.cpp for faster generation. For people running the model locally who…

Qwen3.5-0.8B-GGUF

unsloth · Kit

Reads images and text and answers in text, as a small GGUF copy of Qwen3.5-0.8B by unsloth. Meant for local prototyping, fine-tuning and research.

gpt-oss-20b-GGUF

unsloth · Kit

Runs OpenAI's open-weight gpt-oss-20b reasoning model on your own computer, packed as GGUF files by unsloth. Suits developers who want a local model with adjus…

Qwen3.8-27B-exl3

turboderp · Kit

EXL3 quantized copies of Qwen3.8-27B in many bits-per-weight sizes, from 1.40 to 6.00. For people running the 27B model locally with ExLlamaV3 on limited GPU m…

MOSS-Image depth control LoRA

thedeoxen · Kit

Lets a grayscale depth map steer the layout of images made with MOSS-Image-SFT in ComfyUI, while your prompt sets the subject and style. For image makers who w…

Krea2 Turbo OpenPose ControlNet LoRA

thedeoxen · Kit

A LoRA that makes Krea2 Turbo follow the body pose from an OpenPose or DWPose skeleton map while your prompt sets the look. For artists working in ComfyUI.

mai_replier-9b-v3

tcmofashi · Kit

Plays a persona in Chinese QQ group chats by reading the chat history and writing one short, casual reply with no visible reasoning. A merged 9B fine-tune of Q…

QwenImage-2.1-Texture-Inpaint-Outpaint-Lora

TawusGames · Kit

A LoRA from TawusGames that, going by its name, handles texture inpainting and outpainting for Qwen Image 2.1. The page gives no further description.

Qwen3.8-27B-1C

sweetand · Kit

Helps developers on the 1C:Enterprise platform by reading and fixing BSL code and finding objects in XML exports. A Russian-first fine-tune of Qwen3.8-27B, off…

Supertonic 3

Supertone · Kit

Turns text into speech in 31 languages, running on your own device through ONNX Runtime with no cloud call. For developers who want fast local voice output wit…

strands-decider-2B-qwen3.5-v1-2610

StrandsAgents · Kit

Makes fast decisions for agent workflows by picking among options and rating things on a scale, with a calibrated confidence for every answer. For developers w…

Qwen3.8-27B IQR-V4

StillDeadcode · Kit

Qwen3.8-27B compressed to fifteen sizes from about 2.5 to 8 bits per weight, for the radiance engine on AMD RDNA4 GPUs, with image reading and a speed-up draft…

gemma-4-12b-constraintkit

shib79 · Kit

A 12B Gemma fine-tune that turns plain English into a parts-and-mates program for the constraint-kit CAD system, and says so when a request is out of scope, fo…

SplatAnything

ritianyu · Kit

A model repository on Hugging Face from ritianyu, released under Apache 2.0. Its page gives no description, so you get the files and the author's name but no s…

Qwen3.5-35B-A3B

Qwen · Kit

A multimodal chat model that reads images and text, with 35B parameters of which 3B are active at a time. For developers who host their own large model with Tr…

Qwen3.5-27B

Qwen · Kit

Reads text and images and writes text, as a 27B Qwen model with a vision encoder and a 262,144-token native context. For developers who build assistants and ag…

Qwen3-Reranker-0.6B

Qwen · Kit

Scores how well each passage answers a query, to put the best passages first in search and retrieval systems. A 0.6B text reranking model covering over 100 lan…

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…

Wan2.2-I2V-A14B-GGUF

QuantStack · Kit

Provides GGUF files of Wan2.2-I2V-A14B, a 14B model that turns a still image into a video, for use in ComfyUI with the ComfyUI-GGUF node. For people making sho…

Bonsai-27B-gguf

prism-ml · Kit

Runs a 27B-class reasoning model as a 1-bit GGUF file of about 3.9 GB for llama.cpp, so it fits a laptop or one GPU. For people who want local reasoning on eve…

VieNeu-TTS v3 Turbo

pnnbao-ump · Kit

Speaks Vietnamese and English at 48 kHz with 23 preset voices from three regions, instant voice cloning and real-time streaming. A small 131M text-to-speech mo…

Sharp-Spark-X2.5-4B-GGUF

peculiar-ragdoll · Kit

Compressed GGUF copies of the 4B Spark-X2.5 coding model, tuned for long context on GPUs with about 6 GB of memory. Made for developers who want a local coder…

Qwen Sharp Chat Templates

peculiar-ragdoll · Kit

Replaces the chat template of Qwen3.5, 3.6 and 3.8 models so they think less before answering and write tighter replies. For people running Qwen locally for co…

ARLoop-1.2B

osunlp · Kit

An open 1.2B base language model from osunlp, a looped transformer with attention residuals, released with checkpoints from a 500B-token training run. For text…

MiniCPM-OCR Jev

openbmb · Kit

Scores how likely an OCR result for a text, formula or table region is correct, from 0 to 1. For teams that auto-accept good results, send the rest to review o…

Mithi v2 Flash

Oomni · Kit

Reads text aloud in 11 Indian languages, English included, with 10 voices, from a 199 MB model that runs on a GPU or a plain CPU. For developers who need small…

zipformer-asr-turkish-v1

oayk · Kit

Turns Turkish speech into text as it is spoken, with a small 20M-parameter streaming recognizer that runs in real time on one CPU core, for developers building…

DeepSeek-V4.1-Flash-1017-NVFP4

nvidia · Kit

NVIDIA's NVFP4 quantized copy of DeepSeek AI's DeepSeek-V4.1-Flash-1017, a huge multimodal mixture-of-experts model for NVIDIA Blackwell GPUs.

Qwen3.8-27B-4bit (MLX)

mlx-community · Kit

4-bit MLX conversion of Qwen3.8-27B that reads text and images and answers in text, run with the mlx-vlm tool. For developers who want to run a vision-language…

Mistral-7B-Instruct-v0.3

mistralai · Kit

A 7.2B open chat model from Mistral AI that follows instructions and can call functions you describe. It is fine-tuned from Mistral-7B-v0.3 and runs with mistr…

mine-embed-v1

MineAITechnology · Kit

Scores how close two short English texts are in meaning with a small 57.8M embedding model trained from scratch, an early experiment for people who study or ba…

Mage-VL

microsoft · Kit

A Microsoft multimodal model for images and video that reads video the way a codec stores it, keeping only the patches that change. It suits developers and res…

DeepSeek-V4.1-Flash-1017 EXL3 EAQ v1 2.9 bpw

Mia-AiLab · Kit

A 2.9 bits-per-weight EXL3 quantization of DeepSeek-V4.1-Flash-1017 that reads text and images. It cuts the model to about 210 GB for exllamav3 runtimes, and t…

MOSS-Image-Base 8-step data-space DMD

lodestones · Kit

A work-in-progress distillation of MOSS-Image-Base that draws an image in 8 steps with no guidance, shipped as a LoRA and a data-space sampler. For people expe…

Qwen3.8-27B-GGUF by lmstudio-community

lmstudio-community · Kit

A GGUF quantization of Qwen's Qwen3.8-27B made by the LM Studio team with llama.cpp, for people who run a 27B model on their own computer.

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…

CLAP2-L

laion · Kit

A 340M-parameter audio-text model from LAION that places sounds and English text in one embedding space, for zero-shot audio classification, audio-text search…

Raon-1 mini (GGUF)

KRAFTON · Kit

Runs a 28.8B mixture-of-experts model tuned for Korean chat, reasoning and tool-using agents in llama.cpp. GGUF copy of Raon-1 mini preview for people who run…

Laplace-1-Vector by JuneoAI

JuneoAI · Kit

Judges which action an AI agent should take, who should own a task and who may see what, as a 4B model that runs on your own hardware so organizational data st…

Mellum2.1-12B-A2.5B-Thinking

JetBrains · Kit

A 12B mixture-of-experts thinking model with 2.5B active parameters, trained with reinforcement learning on real repositories for coding agents, math and hard…

Sage-A1.5 GGUF (Q4_K_M)

InternScience · Kit

Runs Sage-A1.5, a 35B mixture-of-experts agentic model for long scientific tasks, as a 4-bit GGUF file. It can split work across subagents and check its own pr…

Ling-3.1-flash

inclusionAI · Kit

Handles complex agent, search, office and coding work with 560B total and 25B active parameters and a 1M-token context. Serving examples use SGLang on multi-GP…

K2-Horizon-7B

IFM · Kit

Writes text, code and reasoning answers with a 512K-token context window, for developers and researchers who want an open dense model whose training data, code…

Granite-4.2-8B

ibm-granite · Kit

Reasons step by step, writes code, calls tools and chats in several languages with a context of up to 128K tokens, extendable to 512K. IBM's dense 8B model, fo…

SmolLM3-3B

HuggingFaceTB · Kit

Writes text and answers questions as a small 3B open model with switchable step-by-step thinking, tool calling and long context, for developers who want a comp…

Qwen3.8-27B QSA BF16

higa2515 · Kit

BF16 source weights of Qwen3.8-27B with learned sparse attention indexers added, plus a reference Transformers loader, for people studying or deploying Qwen Sp…

deep-live-cam

hacksider · Kit

Holds model files for the diffusers library under the name deep-live-cam, shared under GPL-3.0. The page has no description, so any face swap use should involv…

Kimi-K3.1-Pro-Coder

Grawnch · Kit

Runs a heavily compressed copy of the 2.8T-parameter Kimi-K3.1-Pro, tuned for coding and math. Made by Grawnch with a three-tier mixed-bit scheme, for people w…

gemma-4-12B-it-qat-q4_0-gguf

google · Kit

Runs Google's Gemma 4 12B instruction-tuned model in a 4-bit GGUF file made with quantization-aware training. Reads text and images, and suits laptops and cons…

gemma-4-12B-it

google · Kit

Takes text, images and audio and writes text answers, in one 12B instruction-tuned model from Google DeepMind with a 256K-token context and configurable thinki…

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…

MedErtas v0.1 27B LS

ErtasAI · Kit

Open-weight medical language model squeezed to 22 GB, best at clinical calculations and facts from long patient records. For teams building medical AI products…