Nathan Raw

Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

Sing an idea ➡️ AI music sample🔥🎶

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🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.

GitHub action that'll sync files from a GitHub Repo with the Hugging Face Hub 🤗

Generative models for conditional audio generation

Download the MusicCaps dataset for music captioning

Tensorflow 1.5 implementation of Chris Moody's Lda2vec, adapted from @meereeum

Extract information, summarize, ask questions, and search videos using OpenAI's Vision API 🚀🎦

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

Scripts to convert datasets from various sources to Hugging Face Datasets.

Apply AnimeGAN-v2 across frames of a video clip

A PyTorch Lightning Callback for pushing models to the Hugging Face Hub 🤗⚡️

🚀🤗 A collection of templates for Hugging Face Spaces

Examples using 🤗 Hub to share and reload machine learning models

A fun (yet toxic) twitter bot that uses GPT-3 to either roast 😈 or toast 🥂 a tweet if you mention it in the replies

Make Kanye sing any song ya want 🎤🔥

Finetune Google's pre-trained ViT models from HuggingFace's model hub.

These are the files from my Tensorflow for NLP playlist on YouTube

📝 Utility to create, edit, and publish model cards on the Hugging Face Hub. [**Now lives in huggingface_hub**]

Apps that run on modal.com

Utilities for working with videos

A 🔥 cookiecutter template for building Hugging Face Spaces

An unofficial Python client library for Lambda Lab's Cloud Computing Platform

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AzureML is fun! 🍻

Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

A command center for multiple Hugging Face repos. Files are synced with the Hub.

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A first look at PyTorch for Video Classification

DeepAFx-ST - Style transfer of audio effects with differentiable signal processing. Please see https://csteinmetz1.github.io/DeepAFx-ST/

How to host a blog on 🤗

Narrow the gap between research and production 😎

🖼 + 🤖 = 🧠

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🖼 ️A Gradio app to remove the background from an image

Example pipelines using AzureML SDKv1. 👷‍♀️ WIP

A Discord bot for captioning images

My personal website/blog, made with Quarto

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Train a simple CNN on the "Quick, Draw!" dataset using Google Colab

A streamlit app for exploring image search results from HuggingPics

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BeautifulSoup's saucy sibling!

Versatile audio super resolution (any -> 48kHz) with AudioSR.

a dummy hugging face spaces app for testing

Colab Notebook for Nvidia's LITA: Language Instructed Temporal-Localization Assistant

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

Learn how to share Image datasets on Huggingface's Hub.

🚧 WIP Streamlit Demo of Spotify's Pedalboard 🚧

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A simple template for deploying Flask apps with CI/CD to Azure DevOps

Temporary repo to put some applied ML examples

dump of some files

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

An interactive app with some snippets I've found helpful

Trying out fastpages

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Playing with ideas to include/reference code on Huggingface's hub. Experimental!

Distributed training of video action recognition models with pytorchvideo and Hugging Face accelerate

Unofficial pytorch implementation of BigVGAN: A Universal Neural Vocoder with Large-Scale Training

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Workflow that syncs code from GitHub and stores LFS files on HF

A lightweight yet powerful audio-to-MIDI converter with pitch bend detection

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so-vits-svc fork with realtime support, improved interface and more features.

Simple streamlit app to explore DrivenData's vsc2022 competition dataset

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

playground for me to figure out hugging face doc builder + related github actions

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Dummy repo to play with github actions. Ignore me :)

Containerized runtime for the Descriptor Track of the Meta Video Similarity Competition

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Client library to download and publish models and other files on the huggingface.co hub

Novoic's audio feature extraction library

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

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An overly complicated way to write your resume

When mom says we have an OpenAI Codex at home

Place for me to keep my personal Pytorch Lightning examples/notebooks

SDK libraries for Modal

AWS Deep Learning Containers are pre-built Docker images that make it easier to run popular deep learning frameworks and tools on AWS.

Official repository for the paper - SLAP: Siamese Language-Audio Pretraining without negative samples for Music Understanding

FastAPI framework, high performance, easy to learn, fast to code, ready for production

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Utilities to use the Hugging Face Hub API

Pixbyt is a self-hosted Tidbyt app server for advanced apps that aren't supported by the official community app server that you can access through Tidbyt's mobile app.

cleanup cached models.

Hello world quarto blog example

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

A GitHub Action for installing and using Cog so you can run, test, and push machine learning models

Use Actions to acquire those precious lambda GPUs

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An example I'll use to present 🤗's Sagemaker Estimator

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PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

Keras documentation, hosted live at keras.io

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A deep learning library for video understanding research.

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Convert and upload torchvision's pretrained resnets to Huggingface's Model Hub

A Material Design theme for MkDocs

MLAide documentation

Hello world fastapi

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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random code snippets for safe keeping

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The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

Some notebooks I use to help debug issues in Pytorch Lightning

PyTorch Lightning Bolts is a community contribution for AI/ML researchers.

Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdf

A Collection of Variational Autoencoders (VAE) in PyTorch.

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A place to store my templates for different types of projects