Pedro Cuenca

Early Detection of Alzheimer Disease using NLP & Deep Learning

Minimal JAX/Flax port of `lpips` supporting `vgg16`, with pre-trained weights stored in the 🤗 Hugging Face hub.

LLM inference in C/C++

Stable Diffusion with Core ML on Apple Silicon

Notebooks and tests for 🤗 Diffusers library

Results from MLX test harness

Swift wrapper for llama.cpp

Marigold-based CoCo Segmentation

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

Attempting to characterize the local model

Depth Pro: Sharp Monocular Metric Depth in Less Than a Second.

Large Language Model Text Generation Inference

Profile your CoreML models directly from Python 🐍

[CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

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Inference code for Llama models

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Foundation Models API for llama.cpp

A readable rewrite of canirun.ai's browser-side hardware detection module

Simple, safe way to store and distribute tensors

Documentation for Google's Gen AI site - including the Gemini API and Gemma

Just some tests

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fastvlm processor tests

Export Hugging Face models to Core ML and TensorFlow Lite

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

A cross-platform browser ML framework.

Examples in the MLX framework

On-device Speech Recognition for Apple Silicon

MLX-VLM is a package for running Vision LLMs locally on your Mac using MLX.

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

Utilities to use the Hugging Face hub API

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Train high-quality text-to-image diffusion models in a data & compute efficient manner

Experimental LDM uses of Paella's architecture

Create UIs for your machine learning model in Python in 3 minutes

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LLMs and VLMs with MLX Swift

GEMMs with metal

The agent that grows with you

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Run LLMs with MLX

Export Claude Code Sessions – based on cctrace

Filter experiments

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A SwiftUI chat application showcasing AnyLanguageModel and swift-huggingface

Materials for the Hugging Face Diffusion Models Course

Minimalist ML framework for Rust

MLX: An array framework for Apple silicon

Experimental fork of huggingface/swift-coreml-diffusers

The simplest, fastest repository for training/finetuning small-sized VLMs.

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Swift Package to implement a transformers-like API in Swift

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Examples and guides for using the OpenAI API

Official code for the paper: Depth Anything At Any Condition

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Dockerfile to reverse proxy nginx to ngrok service

ngrok whitelist for Spaces IPs

Examples using MLX Swift

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Public repo for HF blog posts

Python Package for Airborne RGB machine learning

A local Ollama-esque embedding server powered by CoreML!

Brain floating point type for Swift

Weka package for the Deeplearning4j java library

This repository contains the official implementation of the research paper, "MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training" CVPR 2024

Efficent platform for inference and serving local LLMs including an OpenAI compatible API server.

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

PyTorch code and models for the DINOv2 self-supervised learning method.

A framework for few-shot evaluation of autoregressive language models.

Train CLIP models using JAX and 🤗 transformers

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Some docs

The website for PyTorch

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

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C++ implementation for BLOOM

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Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

Karras et al. (2022) diffusion models for PyTorch

course.fast.ai 2022 part 2 - under construction

SwinIR: Image Restoration Using Swin Transformer (official repository)

min(DALL·E) is a minimal implementation of DALL·E Mini in PyTorch

JAX implementation ViT-VQGAN

The fastai book, published as Jupyter Notebooks

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

Model parallel transformers in JAX and Haiku

DALL·E Mini - Generate images from a text prompt

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

Ethereum miner with OpenCL, CUDA and stratum support

Data of ACL 2019 Paper "Expressing Visual Relationships via Language".

Temporary home for fastai v2 while it's being developed

dev notebooks (for docs see http://docs.fast.ai and https://github.com/fastai/fastai)

@majordomo slack bot

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The 3rd edition of course.fast.ai

SickRage - Searches TheTVDB for shows

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A modern, flexible logging tool

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A tensorflow implemenation of Christian et al's SRGAN(super-resolution generative adversarial network)

Xcode project and script files to help build a fat library with multiple architectures including the Simulator

A reimplementation of NSUndoManager that is highly compatible with the original but much more debuggable.

node.js Slack RTM API module

EXT4 implementation for FUSE

RestKit is a framework for consuming and modeling RESTful web resources on iOS and OS X

An object-oriented friendly wrapper library for ZLib and MiniZip, in Objective-C for iOS and OS X