Dexter Awoyemi'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, ... 🧠
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
mistral-src
Reference implementation of Mistral AI 7B v0.1 model.
self-operating-computer
A framework to enable multimodal models to operate a computer.
instructor
structured outputs for llms
codeinterpreter-api
👾 Open source implementation of the ChatGPT Code Interpreter
promptfoo
Test your prompts, agents, and RAGs. Redteaming, pentesting, vulnerability scanning for LLMs. Improve your app's quality and catch problems. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.
sqlite-web
Web-based SQLite database browser written in Python
lm-human-preferences
Code for the paper Fine-Tuning Language Models from Human Preferences
TransformerLens
A library for mechanistic interpretability of GPT-style language models
Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
minimal-llm-ui
Minimalistic UI for Ollama LMs - This powerful react interface for LLMs drastically improves the chatbot experience and works offline.
chain-of-density
Implementing the Chain Of Density text summarisation technique from recent NLP research by researchers at Salesforce, MIT, Columbia, etc. Takes a long text input and iteratively generates increasingly concise, entity-dense summaries using LLMs (default: OpenAI's GPT-4). Feedback and contributions welcome!
framer-motion-cheatsheet
This Framer Motion Cheatsheet is a Next.js project that demonstrates the usage of Framer Motion for creating animations. Framer Motion is a powerful library for creating smooth and interactive animations in React applications.
llm-translator
Translate Markdown files from one language to another using OpenAI's API while retaining original formatting. This Jupyter notebook tokenizes input text, splits into chunks, translates with OpenAI, and reconstructs output to preserve Markdown structure. Useful for localizing documentation, articles, books, and other long-form Markdown content.