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We write sample code for two tower models for retrieval and add RLHF/RLAIF style alignment with a ranking model to make the retrieval more aligned with the ranking model on top
Run your own AI cluster at home with everyday devices 📱💻 🖥️⌚
Versatile End-to-End Recommender System
Official Code for DragGAN (SIGGRAPH 2023)
Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.
A curated list of articles and tutorials to start with and understand generative AI
A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.
🌱 1-on-1 questions and resources from my time as a manager.
Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
Superduper: End-to-end framework for building custom AI applications and agents.
ICCV 2023 Paper Global Features are All You Need for Image Retrieval and Reranking Official Repository
Pytorch Implementation of Unifying Deep Local and Global Features for Image Search (DELG)
You like pytorch? You like micrograd? You love tinygrad! ❤️
This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023
🛁 Clean Code concepts adapted for Python
Automatically find issues in image datasets and practice data-centric computer vision.
dstack is an open-source alternative to Kubernetes and Slurm, designed to simplify GPU allocation and AI workload orchestration for ML teams across top clouds, on-prem clusters, and accelerators.
PyTorch Tutorial for Deep Learning Researchers
Experiments with Model Training, Deployment & Monitoring
A playbook for systematically maximizing the performance of deep learning models.
fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing d…
Damselfly is a server-based Photograph Management app. The goal of Damselfly is to index an extremely large collection of images, and allow easy search and retrieval of those images, using metadata…
Example Discord bot written in Python that uses the completions API to have conversations with the `text-davinci-003` model, and the moderations API to filter the messages.
⭐️ Companies that don't have a broken hiring process
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home,…
This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.