Mindket

AI projects from Hugging Face

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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…

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Unlimited-OCR-2

baidu · Kit

Baidu's 3.3B document parsing model for long documents, using SR-SWA attention to keep decoding cost nearly flat, with Transformers and SGLang routes. Suits te…

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Xm_transformer_600m

facebook · Kit

A Facebook demo built around six xm_transformer_600m translation models, with Common Voice audio samples, going by their language codes. For people who want to…

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A Gradio app from equ1 that, going by its name, generates Python code with a transformer model whose weights and tokenizer files sit in its repository. For dev…

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A Gradio app that writes a short caption for a picture, pairing a vision transformer with a GPT-2 style text model. It suits people who want to try image capti…

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OuteTTS WebGPU

webml-community · Kit

Turns text you type into spoken audio inside your browser, running the OuteTTS speech model on WebGPU through Transformers.js, for developers and anyone curiou…

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QuantBench

prajwalpujari16 · Kit

A browser studio for exploring LLM quantization below one byte per weight, with a Pareto frontier explorer, BitNet 1.58b bit-packing registers and a layer sens…

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Turns a tangent-space normal map into a height map in one transformer step, using Marigold V2 on FLUX.2 klein 4B. A Gradio app for texture and 3D material work.

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Modern LLM From Scratch

Kakarot2812 · Kit

A small decoder-only language model, about 19 million parameters, written and trained from scratch on TinyStories, with a demo page. For learners studying how…

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RigidFormer

hugging-apps · Kit

Predicts how several rigid objects move and collide using a Transformer that works on point sets, and shows its rollouts next to simulator ground truth. For ph…

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Text Surprisal Editor

build-small-hackathon · Kit

Colors each word of your text by how unexpected a tiny 4M-parameter language model finds it. The model has no Transformer blocks. A hackathon project for write…

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Attention Visualization

webml-community · Kit

Shows how a Vision Transformer pays attention to parts of an image, as a static web page that runs in the browser. It is one of the transformers.js example pro…

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P-JiT 21K

hugging-apps · Kit

Generates images from text prompts with P-JiT 21K, a diffusion transformer that works directly on pixels. Includes a prompt expander for short prompts. For ima…

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