Raynor's starred repositories
image-matching-webui
🤗 image matching toolbox webui
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
ml-engineering
Machine Learning Engineering Open Book
extended-exercise-windows
A list of startups that have employee-friendly terms for exercising your options past 90 days.
deepsparse
Sparsity-aware deep learning inference runtime for CPUs
system-design-resources
These are the best resources for System Design on the Internet
annotated_research_papers
This repo contains annotated research papers that I found really good and useful
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, ... 🧠
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
LLM-Blender
[ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the diverse strengths of multiple open-source LLMs. LLM-Blender cut the weaknesses through ranking and integrate the strengths through fusing generation to enhance the capability of LLMs.
RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
alpaca_eval
An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
open_llama
OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset
openai-cookbook
Examples and guides for using the OpenAI API
whisper.cpp
Port of OpenAI's Whisper model in C/C++
AnimatedDrawings
Code to accompany "A Method for Animating Children's Drawings of the Human Figure"