Jarlene's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
awesome-computer-vision
A curated list of awesome computer vision resources
stable-diffusion-webui-colab
stable diffusion webui colab
so-vits-svc-fork
so-vits-svc fork with realtime support, improved interface and more features.
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
best_AI_papers_2022
A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.
Instruction-Tuning-Papers
Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
Awesome-LLM-Long-Context-Modeling
📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥
Comparison
Compare performances of algorithms on Objcet Tracking Benchmarks (SOT/MOT...)
rvq-vae-gpt
My attempts at applying Soundstream design on learned tokenization of text and then applying hierarchical attention to text generation
best-rq-pytorch
Implementation of BEST-RQ - a model for self-supervised learning of speech signals using a random projection quantizer, in Pytorch.
paper-summarizer
A Slack Bot for summarizing arXiv papers, powered by OpenAI LLMs.
ML_GBT_SETI
This is the development repository for the search algorithm using semi-unsupervised technique for Summer Research @UCBerkeleySETI.