Mindket

AI projects from Hugging Face

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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.

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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

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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…

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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…

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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.

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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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…

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