Ken Graham's starred repositories
project-based-learning
Curated list of project-based tutorials
localstack
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
text-generation-webui
A Gradio web UI for Large Language Models.
whisper.cpp
Port of OpenAI's Whisper model in C/C++
generative_agents
Generative Agents: Interactive Simulacra of Human Behavior
llama-recipes
Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger
instructor
structured outputs for llms
data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
mlx-examples
Examples in the MLX framework
fromthetransistor
From the Transistor to the Web Browser, a rough outline for a 12 week course
simpleaichat
Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
computerraria
A fully compliant RISC-V computer made inside the game Terraria
awesome-blockchain
⚡️Curated list of resources for the development and applications of blockchain.
deepsparse
Sparsity-aware deep learning inference runtime for CPUs
visionOS_30Days
visionOS 30 days challenge.
llm-applications
A comprehensive guide to building RAG-based LLM applications for production.
Large-Language-Model-Notebooks-Course
Practical course about Large Language Models.