Kits of AI agent skills, rules and prompts

Qwen3.8-2B-Distill-GGUF

empero-ai · Kit

Runs a small 2B reasoning model on phones, laptops and single-board computers, as GGUF files in five quant levels. A distillation of a large Qwen3.8 model, pac…

CherryPit-1.2-2B

DRUPEs · Kit

A 2B coding and chat model built on MiniCPM5-2B that is much better at web apps needing several features in one component. For developers who want a small loca…

Tallow

digi-the-robot · Kit

A tiny 15.7M-parameter language model that plays a wild crow, answering with moods, actions and crow sounds and remembering how you treat him. For tinkerers an…

YuE2

Comfy-Org · Kit

ComfyUI-ready files for the YuE2 3B music model, packaged by Comfy-Org, with workflows for text to music and music cover. Free for non-commercial use only.

Qwen3.5 for ComfyUI

Comfy-Org · Kit

Repackaged Qwen3.5 2B, 4B and 9B model files for ComfyUI's text encoder folder, in bf16 and two quantized styles for the 9B size. For ComfyUI users who need a…

Fibo 2.0

Comfy-Org · Kit

Edits images in ComfyUI with repackaged Fibo 2.0 files from BRIA AI, in bf16 and int8 versions with Dev and Turbo edit workflows. For ComfyUI users working on…

Qwen3.8-27B-pi

bytkim · Kit

A 27B coding model tuned for the Pi agent framework, trained to read a repository, edit files, run tools and use their feedback, with adjustable reasoning effo…

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…

NorthCUA-Mini

beipo-ai · Kit

Reads screenshots and requests, then plans and issues actions to operate a desktop or browser. A 35B mixture-of-experts computer-use model with 3B active param…

Nanbeige_Nanbeige4.3-33B-GGUF

bartowski · Kit

GGUF quantizations of Nanbeige4.3-33B, made by bartowski with an importance matrix, from about 21 GB to 66 GB. For running a 33B English and Chinese text model…

Qwen3.8-27B-DFlash2

z-lab · Kit

A draft model that speeds up Qwen3.8-27B by proposing a block of tokens for the main model to check. Not standalone. For people serving Qwen3.8-27B with SGLang…

Spark-X2.6-1.7B

XHToken · Kit

Generates text with a compact 1.7B model for on-device use, with three adjustable thinking levels. Suits developers who want coding, agent and long-context hel…

d3-ultra

vllm-sr · Kit

Answers many questions about one text, image or video input at once, with a probability for each answer and no generated text. A 27B multimodal decision model…

d3-mini

vllm-sr · Kit

Answers choice, yes or no, and score questions about text, images and video in one call, returning a probability for each answer instead of generated text. For…

Qwen2.5-VL-7B-Instruct-GGUF

unsloth · Kit

Unsloth's GGUF files of Qwen2.5-VL-7B-Instruct, a vision-language model that reads images, charts, documents and long videos and can output coordinates and str…

gemma-4-E4B-it-GGUF

unsloth · Kit

A 4-bit GGUF copy of Google's Gemma 4 E4B instruction model, packaged by Unsloth for running on your own machine. It reads text and images and answers in text.

gemma-4-12b-it-GGUF

unsloth · Kit

Unsloth's GGUF quantized copy of Google's instruction-tuned Gemma 4 12B, a model that takes text, images, audio and video and writes text, for running locally.

embeddinggemma-2-GGUF

unsloth · Kit

Turns text into 768-dimensional vectors for on-device search, retrieval and clustering. The base model also covers images, video and audio. Packaged as GGUF by…

Typhoon OCR V2 0.8B

typhoon-ai · Kit

Parses Thai and English document pages into ordered layout elements with categories, boxes and text, using 0.8B parameters. For developers who digitize Thai pa…

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-…

Pixal3D by TencentARC

TencentARC · Kit

Builds a detailed 3D mesh from a single image, with pixel-aligned geometry and PBR textures. For graphics researchers and developers who run image-to-3D on the…

Hy-MT2-1.8B

tencent · Kit

Translates text among 33 languages and follows translation instructions, in a 1.8B model from Tencent. For developers and teams who want a small translation mo…

YuE2-3B-instrumental-kto-lora

stevensu · Kit

An experimental 70 MB LoRA adapter for YuE2-3B that steers song generation away from vocals, so instrumental prompts stay instrumental. For people making game…

SenseNova 6.8 Code2Video

sensenova · Kit

Builds short videos by writing and rendering executable code, with a 27B model fine-tuned from Qwen3.8-27B. Suits motion designers, teachers and marketers who…

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…

Juggernaut-XL-v9

RunDiffusion · Kit

Makes photorealistic images from text prompts, as a Stable Diffusion XL fine-tune that the card says runs on 8 GB of video memory. For creators who want photo-…

Qwen3.5-2B

Qwen · Kit

A small 2B Qwen model that reads text and images and replies in text, for developers who prototype, fine-tune or run research with the transformers library.

MOSS-Transcribe-Diarize

OpenMOSS-Team · Kit

Turns long recordings of several speakers into one timestamped transcript with anonymous speaker labels in a single pass, for teams that transcribe meetings, c…

Qwen3.6-35B-A3B-NVFP4

nvidia · Kit

A pre-quantized NVFP4 copy of Alibaba's Qwen3.6-35B-A3B, made by NVIDIA with Model Optimizer. It takes text, images and video, and runs on vLLM with Hopper or…

GLM-5.3-Flash-NVFP4

nvidia · Kit

Gives you NVIDIA's NVFP4 quantized copy of ZAI's GLM-5.3-Flash, a multimodal model for reasoning, coding and agent tasks. Meant for developers who deploy on Bl…

Hermes-4.3-36B

NousResearch · Kit

Runs as a reasoning chat model that can think step by step or answer fast, and returns JSON that fits a schema you give it. Made for people who host their own…

mine:o2-small

MineAITechnology · Kit

A small 355M English chat model from MineAI Technology that follows a simple User and Assistant format. A research-grade model that stops cleanly and writes sh…

LongCat-Next

meituan-longcat · Kit

Native multimodal model that handles text, images and audio as discrete tokens in one system, with 74.3B parameters. For researchers and developers building ap…

SheetSage2

m-a-p · Kit

Turns a music recording into an editable lead sheet with melody, chords, beats, key and structure, as ABC and MIDI files plus timed notes. A 57.2M model built…

Klein-TTS-X1.5-Pro

klein-ml · Kit

Turns text into 24 kHz speech in four languages with a 13.1M parameter model and 17 voices that run faster than real time on a CPU. For developers who need a s…

Llama-V-JEPA-LM-Qwen3-4B

kkt94 · Kit

Answers questions about video clips with a 5.1B model that joins a frozen V-JEPA 2.1 video encoder to Qwen3-4B-Instruct-2507, for people who need video underst…

Llama-V-JEPA-LM-Qwen3-1.7B

kkt94 · Kit

Answers questions about video clips with a 2B model that joins a frozen V-JEPA 2.1 video encoder to Qwen3-1.7B, for people who need video understanding on one…

Llama-V-JEPA-LM-Llama3.2-3B

kkt94 · Kit

Answers questions about video clips with a 4.2B model that joins a frozen V-JEPA 2.1 video encoder to Llama-3.2-3B-Instruct, for people who need video understa…

Llama-V-JEPA-LM-Llama3.2-1B

kkt94 · Kit

Answers questions about video clips with a small 1.5B model that joins a frozen V-JEPA 2.1 video encoder to Llama-3.2-1B-Instruct, for people who need video un…

JDI-Decision-V1

JoyIndustrial · Kit

Answers structured questions about text and images with choices and probabilities, as a decision system from JD Industrials built on Qwen3.8-27B with built-in…

Qwen3.5-0.8B Astra Weight Edit

JonathanColetti · Kit

Fixes the repeat loops that Qwen3.5-0.8B falls into in thinking mode by editing two weight tensors directly, with no training. A small image-text model for Tra…

Qwen3.8-Flash-Next-DFlash2

incoai · Kit

Speeds up Qwen3.8-Flash-Next by drafting several tokens at once for the main model to check, for engineers who serve that model with SGLang and want faster out…

gemma-4-E2B

google · Kit

Handles text, image and audio input and writes text, in a small Gemma 4 model built for laptops and phones. From Google DeepMind, with 2.3B effective parameter…

gemma-4-31B

google · Kit

Reads text and images and writes text, for developers and researchers who want Google DeepMind's largest dense open-weights Gemma 4 model for coding, reasoning…

Qwen3.8-27B-GGUF by ggml-org

ggml-org · Kit

Runs Qwen3.8-27B, a 26.9B model that takes images and text and replies in text, as a GGUF file for local use through the llama tools. Made for people who want…

Qwen3.8-4B-Distill-GGUF

empero-ai · Kit

Runs a 4B reasoning model on a laptop or a mid-range graphics card, as GGUF files in five quant levels. A distillation of a large Qwen3.8 model, packaged by Em…

DeepSeek-V4.1-Flash-EXL3-3bpw-2x-RTX-PRO-6000

diffbot · Kit

Serves a 3-bit compressed copy of DeepSeek-V4.1-Flash-1017 on two 96 GB RTX PRO 6000 Blackwell cards with vLLM, for developers who host a large coding and agen…

Underdog Bark 3.0

ConwayResearch · Kit

Turns English speech into text with a 0.6B model in a 163 MB download, built on NVIDIA's Parakeet TDT 0.6B v3. For developers and Apple-silicon users who want…

Pixal3D

Comfy-Org · Kit

ComfyUI-ready files for Pixal3D, packaged by Comfy-Org, with workflows that go from a single image or several views to a 3D model. Built on the TencentARC Pixa…

DeepSeek-V4.1-Flash-1017-Sushi-STQ-1.75bpw

beamster · Kit

Runs a 261B DeepSeek V4.1 Flash model packed to about 1.75 bits per weight for the sushi engine on Apple Silicon Macs, with image input and up to 1,048,576 tok…

bge-reranker-v2-m3

BAAI · Kit

Scores how well a passage answers a query so you can reorder search results, across many languages. Takes a question and a document and returns one relevance s…

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…

OvisOCR3

ATH-MaaS · Kit

Reads document images and returns text, structured JSON, Markdown with formulas and tables, key fields and figure captions from one 0.8B model. For developers…

MOSS-Image-CharRef

7err4 · Kit

Draws a character from one reference picture in new scenes, as a LoRA for MOSS-Image Base in ComfyUI, with no per-character training. Made for anime and illust…

Spark-X2.6-1.7B-GGUF

XHToken · Kit

Runs a small 1.7B on-device language model from XHToken as 4-bit GGUF files, for chat, coding and agent tasks in English and Chinese, with adjustable thinking…

gemma-4-12B-it-qat-GGUF

unsloth · Kit

Gemma 4 12B in GGUF form, trained with quantization-aware training so a 4-bit copy keeps near-bfloat16 quality. For people running Gemma locally with llama.cpp…

Z-Image

Tongyi-MAI · Kit

Generates images from a text description with a 6.2B-parameter model, the full undistilled base of the Z-Image family. Built for creators, researchers and deve…

WeVisOne-VL-2B by tencent

tencent · Kit

Reads an image with a text query and returns object boxes, points, counts, text positions and pixel masks, including alpha mattes. Suits researchers running a…

Hy-Nomas

tencent · Kit

Generates a video world one segment at a time from text instructions and camera moves, so you can change objects, style and viewpoint as it goes. For creators…

Bielik-11B-v3.1-Instruct GGUF

speakleash · Kit

Chat model that answers in Polish, English and six other languages, packed as GGUF files in five sizes for llama.cpp or Ollama. For people who want an instruct…

Qwen3.5-4B-3D-Coder-MTP-Repacked

prithivMLmods · Kit

A repacked copy of ccore's Qwen3.5-4B-3D-Coder, a small model tuned to write coding answers and Three.js 3D scenes, with GGUF files that support multi-token pr…

pixai-tagger-v1.0

pixai-labs · Kit

Labels anime images from a vocabulary of 30,877 tags in six categories, covering characters, clothing and styles. For people who sort image libraries, build da…

mednli_laya

pavanmantha · Kit

Checks a medical claim against a piece of evidence and answers supported, unsupported or contradicted. A fine-tuned Laya model for English research on clinical…

MiniCPM-o 4.5

openbmb · Kit

Handles images, video, speech and live audio-video streams in one 9B model, answering in text and speech in English and Chinese. For developers building voice…

GLM-5.3-Flash-Coder-RCO-152E-GGUF

lapadatbogdan · Kit

Runs a pruned GLM-5.3-Flash coding and agent model on a home PC, as GGUF files in five quant sizes. It keeps 152 of 288 experts per layer, cutting a 321B model…

Llama-V-JEPA-LM-Llama3.1-8B

kkt94 · Kit

Answers questions about video clips by joining a frozen V-JEPA 2.1 video encoder to Llama-3.1-8B-Instruct, made for people working on video understanding.

Sage-A1.5

InternScience · Kit

Works through long scientific tasks as an agent that delegates to subagents, checks its own progress and revises its plan. A 35B mixture-of-experts model for r…

AADD

gertelrina · Kit

Detects 12 kinds of audio degradation in speech recordings every 20 ms, such as noise, reverb, clipping and codec artefacts. Meant for cleaning speech datasets…

Qwen3.8-35B-A3B-Distill

empero-ai · Kit

Reasons step by step before it answers, using a 35B mixture-of-experts model that activates about 3B parameters per token. Distilled from Qwen3.8 teacher trace…

ACE-Step 1.5

ACE-Step · Kit

Generates full songs from a text description, with a language model that plans lyrics and structure and a diffusion transformer that renders the audio. Built t…

Wan2.2-T2V-A14B

Wan-AI · Kit

Generates 5-second videos from a text prompt at 480P or 720P with a mixture-of-experts video model. Suits creators and developers who want an open text-to-vide…

Qwen3.8-27B-NVFP4

unsloth · Kit

A 4-bit NVFP4 copy of the Qwen3.8 27B vision-language model made by Unsloth, for serving with vLLM. For developers who want a dense model that reads images and…

gemma-4-31B-it-GGUF

unsloth · Kit

Runs Google's Gemma 4 31B instruction-tuned model locally from Unsloth's GGUF files, with text and image input and a long context. Suits developers who want a…

YOLO26

Ultralytics · Kit

Finds objects in images and video with the Ultralytics YOLO model family, which also covers segmentation, classification, depth, pose and tracking. For develop…

Idol-GGUF

TimeLordRaps · Kit

An 8-bit GGUF build of SperiD Labs' Idol that turns one image into a 3D Gaussian point cloud and a mesh, run locally with idol.cpp. For developers working on i…

Sabi-Noema

sabicap · Kit

A 27B agentic text model built on Qwen3.8-27B with open-source RL environments, reporting higher terminal and coding-agent scores, for developers building codi…

lingbot-touch-small

robbyant · Kit

Turns tactile sensor readings from magnetic, piezoresistive and visuotactile sensors into learned features for robot manipulation. For robotics researchers who…

Qwen3-Embedding-8B

Qwen · Kit

Turns text into vectors for search, code retrieval, classification and clustering, in over 100 languages. The 8B model in Qwen's embedding family, with adjusta…

Qwen3-8B-GGUF

Qwen · Kit

Runs Qwen3-8B as quantized GGUF files in llama.cpp or Ollama, with a thinking mode for math, code and logic and a plain mode for chat. For people who want a lo…

Qwen-Image-Edit

Qwen · Kit

Edits an existing picture from a written instruction, changing objects, style or the text inside the image in Chinese and English, for designers and developers…

halogen-qwen3.8-flash-next

peonist-ai · Kit

Holds the model weights for halogen-flash-server, an engine that runs Qwen3.8-Flash-Next on AMD Strix Halo machines, for owners of that hardware who want the m…

GLM-5.3-Flash Maya GGUF

peasantsmith · Kit

Five GGUF compressions of GLM-5.3-Flash, a 321B mixture-of-experts model, sized from 73.4 GB to 156.3 GB for Project Maya, which spreads the model across GPU,…

OpenJev

openjev · Kit

Answers typed decisions about text, web pages and screenshots, picking a choice, a yes-or-no probability or a score from your own labels in one forward pass. F…

Nemotron 3 Diarization

nvidia · Kit

Works out who spoke when in a recording, with up to eight speakers, in streaming or offline mode, and can add speaker labels to a transcript. For people who pr…

gemma-4-E2B-it-litert-lm

litert-community · Kit

Gemma 4 E2B instruction-tuned model packaged as a .litertlm file for the LiteRT-LM framework, made for private on-device use on phones, desktops and edge devic…

Llama-V-JEPA-LM-Qwen3-8B

kkt94 · Kit

Answers questions about video clips with a 9.2B model that joins a frozen V-JEPA 2.1 video encoder to Qwen3-8B, for people who need video understanding on a GP…

hs-decide-1-flash

hindsight-ai · Kit

Answers typed questions about a text state with a probability for every option in one pass, with no generated text, in eight languages. A 0.8B decision model f…

Qwen-image-2.1_loras

GooHAI · Kit

Adds two image-editing LoRAs to Qwen-Image-2.1, one that fixes pixel shift and one that removes a masked area. Suits people who edit images with that base mode…

jevos-v4

feder-cr · Kit

A local decision model that answers yes-or-no, multiple-choice and score questions about a text on a laptop CPU in about 28 to 130 ms, returning a probability…

Qwen3.8-9B-Distill-GGUF

empero-ai · Kit

GGUF quantizations of Empero's Qwen3.8-9B, a reasoning model distilled from a larger Qwen3.8 into the Qwen3.5-9B design, for llama.cpp, Ollama, LM Studio and s…

Z-Image Turbo

Comfy-Org · Kit

ComfyUI-ready files for the Z-Image-Turbo text to image model, packaged by Comfy-Org, with workflows for text to image, upscaling and ControlNet. Built on the…

TRELLIS.2 by Comfy-Org

Comfy-Org · Kit

Comfy-Org's repackaged model files of Microsoft's TRELLIS.2-4B for ComfyUI, used in an image to model workflow, for people who build 3D assets from pictures.

ZONOS3-Mini GGUF

AtomicChat · Kit

Packs the ZONOS3-Mini text-to-speech model as GGUF files for llama.cpp, with 27 built-in voices and six backbone sizes from 0.41 to 1.61 GB. For developers run…

Gemma4-12B v2 Coding + Agentic Edition

yuxinlu1 · Kit

A GGUF fine-tune of Google's Gemma 4 12B instruction model for coding and tool-using agent work, sized to run offline on a machine with about 4.5 GB of free me…

Inkling

thinkingmachines · Kit

Reads text, images and audio and writes text, as a huge open multimodal model for coding assistants, agents and chatbots. For developers with multi-GPU servers…

Qwen3-8B

Qwen · Kit

Qwen's 8.2B open language model that switches between a thinking mode for hard problems and a plain mode for chat, with tool use and support for over 100 langu…

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…