TD Mackey's starred repositories
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
self-operating-computer
A framework to enable multimodal models to operate a computer.
promptbase
All things prompt engineering
mamba-minimal
Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
openllmetry
Open-source observability for your LLM application, based on OpenTelemetry
FourCastNet
Initial public release of code, data, and model weights for FourCastNet
fastclick
FastClick - A faster version of the Click Modular Router featuring batching, advanced multi-processing and improved Netmap and DPDK support (ANCS'15). Check the metron branch for Metron specificities (NSDI'18). PacketMill modifications (ASPLOS'21) as well as MiddleClick(ToN, 2021) are merged in main.
modulus-makani
Massively parallel training of machine-learning based weather and climate models
advent-of-cuda
Doing advent of code with CUDA and rust.
packetmill
PacketMill: Toward per-core 100-Gbps Networking
youshallnotpass
YouShallNotPass brings an added level of execution security to mission-critical CI/CD Systems.
rust-decon-spf
A Rust library to deconstruct DNS SPF records
slack-archive
Generate static HTML archives of Slack workspaces