Seshat Agent
PCL-RSI-lab · Kit
Fixes software bugs with a self-improving coding agent that learns reusable reasoning patterns from its own successful runs, for developers and researchers wor…
PCL-RSI-lab · Kit
Fixes software bugs with a self-improving coding agent that learns reusable reasoning patterns from its own successful runs, for developers and researchers wor…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
XiaomiMiMo · Kit
Works with text, images, video and audio in one 1.02T-parameter model that has a 1M token context. The flagship of Xiaomi's MiMo-V2.6 series, trained with larg…
openbmb · Kit
Generates text with a dense 2B-class model made for on-device and local use, covering coding, math, long context, tool use and agent tasks in English and Chine…
froggeric · Kit
Swaps Qwen's official chat templates for one drop-in Jinja file that fixes rendering errors, cache invalidation, wasted tokens and agent stalls. For people who…
beipo-ai · Kit
Reads screenshots and requests, then writes reasoning and tool calls for an agent that drives a desktop or browser. For teams with a large GPU setup who build…
XiaomiMiMo · Kit
A 9B agentic model from Xiaomi MiMo, fine-tuned from Qwen3.5-9B for coding, agent tasks, visual coding and cybersecurity, released as a starting point for rese…
qvac · Kit
A small 0.8B model for function calling and agent workflows, built on Qwen3.5-0.8B and light enough to run on a device, for developers who want a local assista…
XHToken · Kit
A compact 4B language model in GGUF form for on-device use, tuned for coding, agents and long context, with three thinking levels from none to high. Works in E…
Teriminal-RSI · Kit
Works through multi-step terminal tasks such as inspecting a repository, editing code and repairing dependencies. A 27.8B-parameter agent model built on Qwen3.…
ornith-ai · Kit
Runs a 35B mixture-of-experts text model tuned for coding and agent work, using only about 3B parameters per token. This repository holds its GGUF files for lo…
thinkingmachines · Kit
Reads text, images and audio and replies in text, for developers building assistants, coding tools and agents. A sparse mixture-of-experts model with 276B para…
qvac · Kit
GGUF copies of the 0.8B BotPsy tool-calling model in BF16, Q8_0 and Q4_K_M, for running agent and function-calling work fully on your own device with llama.cpp.
meta-models · Kit
Reads text and images and carries out agent tasks such as tool calls and multi-step reasoning on a local machine, in a 30B model distilled from Muse Spark. For…
AtomicChat · Kit
GGUF quantized files of the 65B Ripple Preview agentic-coding model, for running locally with llama.cpp. For people who run large open models on their own hard…
rayline-ai · Kit
Reads an agent's conversation and predicts which model will succeed, how many tokens it will use and how much reasoning to spend, so apps can route requests by…
sahilmahendrakar · Kit
Turns speech into text on a device and predicts each word before the speaker finishes it, scoring every word. A 16.8 MB English model for voice agents and live…
agents-course · Kit
Collects the notebooks of the Hugging Face Agents Course, covering a dummy agent library, smolagents, LlamaIndex, LangGraph and two bonus units. For learners b…
Axion1-0 · Kit
A reproduction checkpoint of Axion 1.0-35B, a 35B mixture of experts model for scientific reasoning, information seeking and tool using problem solving, served…
XHToken · Kit
A 4.1B language model for coding, agent work and long context in English and Chinese, with three thinking levels. For developers building agents that run on th…
Nanbeige · Kit
A 33.1B open model for agentic coding and professional cowork tasks, built as the flagship teacher of the Nanbeige4.3 series. For developers and agent builders…
microsoft · Kit
Operates a computer from screenshots and terminal commands with one small vision-language model of about 4B parameters, made by Microsoft for people who build…
RecursiveSI · Kit
A 39.8B mixture-of-experts language model for coding agents that investigates codebases, fixes bugs, adds features and writes tests. For developers who run the…
ISTA-DASLab · Kit
An expert pruned and quantized GGUF of DeepSeek-V4.1-Flash-1017 from ISTA-DASLab, aimed at code and agent work, with transformer weights of 72.1 GB. Suits deve…
BAAI · Kit
Improves its own solutions over several rounds of propose, measure, reflect and revise, using a 27B model from BAAI. For agent researchers and developers worki…
nex-agi · Kit
Handles computer use, coding and long tool-driven tasks as a multimodal agentic model built on GLM-5.3-Flash, in FP8 weights of about 321B parameters. For team…
deepseek-ai · Kit
DeepSeek's multimodal mixture of experts model with a 552B backbone and a one million token context, built to cut KV cache cost for long input agent work. Suit…
IFM · Kit
A 29B world model from IFM at MBZUAI that turns a scene and described actions into a video of up to 20 seconds, so an agent can preview outcomes. For researche…
meituan-longcat · Kit
Meituan LongCat's multimodal mixture of experts model for long agent tasks and coding, with about 1.6 trillion total parameters and 48 billion active per token…
bstraehle · Kit
A Gradio demo of several AI agents built with Microsoft AutoGen that work together on a coding task. Use it in the browser on Hugging Face or run a copy on you…
A small Streamlit page that explains the core ideas of multi-agent systems: autonomous agents, their environment, a ruleset, and how agents cooperate or compet…
townbox · Kit
Textures 3D meshes from a text prompt and returns a GLB with one baked colour texture. Built for AI agents and developers, with a REST API and an MCP endpoint.
townbox · Kit
Rigs a static 3D model and animates it from a one-line prompt, returning a rigged, animated GLB. Built for AI agents and developers, through REST, MCP or the b…
srinivaspadmanabhuni · Kit
Checks an AI agent's prompt or recorded trace against an open test checklist and returns a report card, offline in your browser. For agent builders and testers…
Sattyam · Kit
Shows how often the GuardrailAgent input gate wrongly flags 250 harmless XSTest prompts as jailbreaks, with every prompt and decision. Useful for people who bu…
pranamhan · Kit
An interactive browser demo that compares FlyHash and SimHash for retrieving items, built to accompany a paper on FlyHash for LLM agent memory. For researchers…
pollix · Kit
A browser demo that answers questions two ways, with the base Laya model zero-shot and with a small head that stuntd trained for each decision, across support…
PediaMedAI · Kit
A project page for research resources on rare disease clinical case reports: a 584-record benchmark, a large corpus of case-report metadata and the agent code.…
nielsr · Kit
Lets you give a task to the Mage-VL-Cowork model and watch it click, type, scroll and use a terminal on a disposable Linux desktop. It suits developers studyin…
mozilla-ai · Kit
A static web page from mozilla-ai for testing AI agents powered by WebAssembly, naming the Devstral-Small-2507 and Qwen3-8B models. It suits developers explori…
Mithun-2714 · Kit
Simulates how agents that share mutable state collide, under five isolation modes, in your browser, so you can watch overselling, lost updates and write skew.
mindmodelai · Kit
Lets a Reachy Mini robot hold spoken conversations through an ElevenLabs Conversational AI agent, with head movements and lip sync, for owners of the robot.
Mega-Evolutions · Kit
Runs the Hermes Agent gateway in a Docker Space and connects it to Telegram through two bots, using the Telethon plugin alongside the python-telegram-bot trans…
JuneoAI · Kit
Scores the options an agent could take, or predicts what happens next, before the action runs. A demo and MCP server for the 4B Laplace-1-Vector decision model…
isntlucxs · Kit
Shows a traditional RPA script and the ANCHOR automation agent running on the same web page before and after it changes, at five levels of change, in your brow…
FineEnvs · Kit
Browses 7,780 reinforcement learning environments from XiaomiMiMo, then runs a model on a task and shows how it is graded. An unofficial explorer for people wh…
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…
fdaudens · Kit
Offers open-source skills and prompt workflows for journalists to hand to an AI agent, starting with a fact-checker. For reporters and newsrooms using Claude,…
earakely-scale · Kit
A replay viewer for computer-use agents running Cua Driver Bench tasks, with the recorded desktop, tool calls, grades and drivers side by side. These are not t…
davidquicast · Kit
Opens a 22-slide talk on AI agent security, given at DevFest Cusco, that asks whether Hugging Face can manipulate Antigravity. It suits developers who use AI a…
davidberenstein1957 · Kit
A static gallery page for browsing tools and agents you can use in smolagents. It opens in a browser with nothing to install, and its README is a single line.
claytonsamples · Kit
Replays recorded tests of exact-action approval for AI agents, run through an NVIDIA OpenShell sandbox, so you can inspect approvals, replays and failures. For…
Artur-Melnyk · Kit
A bilingual agent that answers descriptive questions about healthcare claims data using pandas calculations and interactive charts. This Space runs on sampled…
ArshPathan · Kit
Makes transparent 16x16 item textures from text prompts with a diffusion model, through a Gradio Space, a local REST server or an MCP tool. For game makers and…
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…
Agents-MCP-Hackathon · Kit
Indexes PDF, text, Word and image files, then searches them by meaning, summarizes, tags, categorizes and answers questions. An MCP server with a Gradio page,…
agents-course · Kit
A coding quiz app from the Hugging Face agents course that serves smolagents questions from a dataset. For learners checking what they know and teachers who wa…
adventists-ai · Kit
Reads one speech clip and returns ten decisions about it, such as turn state, barge-in and emotion, in a single pass with no transcription. For voice agent dev…
sergiopaniego · Kit
A browser slide deck on how AI agents are trained with TRL and OpenEnv, from SFT on agent traces to GRPO and RL in environments. Made for developers learning a…
launch · Kit
Presents a research project that tests LLM agents for scheming across 400 scenarios, with a monitor called SCOUT. It is a static project page for AI safety res…
aufklarer · Kit
Compares voice agents on when to speak, which tool to call and how well speech follows a style instruction, using three public benchmarks. For teams that build…
agents-course · Kit
Tests what you know about the basics of AI agents with a quiz whose questions come from a dataset, as part of the agents course. It suits learners working thro…
townbox · Kit
Animates a rigged skeleton from a text sentence and returns an animated GLB, motion data and a preview, through a REST API, MCP tools and a Gradio page. It sui…
townbox · Kit
Rigs a 3D mesh with a predicted skeleton and skin weights, through a REST API, MCP tools or a web page, on ZeroGPU hardware. For 3D artists, game developers an…
FineEnvs · Kit
Lets you browse reinforcement learning environments on the Hugging Face Hub, look at their tasks and rewards, and run agent rollouts to compare results. It sui…
TabArena · Kit
Ranks machine learning methods for tabular data with Elo ratings in a Gradio leaderboard, and serves the numbers to agents as JSON and MCP tools. For researche…
deepseek-ai · Kit
An image and text model for reasoning, coding and agent tasks with a 1M-token context window, updated from DeepSeek-V4.1-Flash. Made for developers who build a…
Qwen · Kit
Reads text, images and video and replies in text, with a 27B open model tuned for coding, research and multi-step agent work. Suits developers who run models t…
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…