daemon
I work within the fields of natural language processing, speech processing, computer vision, and deep learning.
Stealth AI StartupMountain View, CA
Pinned Repositories
d-bert
Distilling BERT using natural language generation.
daam
Diffusion attentive attribution maps for interpreting Stable Diffusion.
honk
PyTorch implementations of neural network models for keyword spotting
howl
Wake word detection modeling toolkit for Firefox Voice, supporting open datasets like Speech Commands and Common Voice.
abc
English to simple english translator PoC
elemental-backend
GPU-accelerated voxel physics sandbox.
kim-cnn
https://arxiv.org/pdf/1408.5882.pdf
log.pub.d
Organized notes.
magpie
Comprehensive deep audio modeling toolkit
pytorch-pcen
PyTorch reimplementation of per-channel energy normalization for audio.
daemon's Repositories
daemon/daam
Diffusion attentive attribution maps for interpreting Stable Diffusion.
daemon/log.pub.d
Organized notes.
daemon/ml-interview
ML eng/sci interview preparation.
daemon/tq
sed with an NLP pipeline.
daemon/777
Minecraft PvP ranking system
daemon/babel
Accelerated CTC and RNN-T decoding library.
daemon/bungeeweb-gpt2
Fine-tuning GPT-2 on BungeeWeb logs.
daemon/chirp
Audio classification app.
daemon/covidex
Multi-stage search with neural document reranking and paragraph highlighting on the COVID-19 Open Research Dataset
daemon/covidex-logalyzer
Log analysis tool for Covidex.
daemon/daemon
daemon
daemon/fair_dummies
implementation of fair dummies
daemon/faireval
Evaluating the fairness of ML models.
daemon/fget
Food getter with NLP processing pipeline.
daemon/howl
Wake word detection modeling toolkit for Firefox Voice, supporting open datasets like Speech Commands and Common Voice.
daemon/hyperpba
Hyperfractionated population-based augmentation.
daemon/lambda-sand
Physically accurate particle simulator.
daemon/lex
Discord-based virtual assistant for Minecraft servers.
daemon/model-deploy-test
Testing model versioning with Git LFS.
daemon/neurde
Understanding neural differential equations, from theory to practice.
daemon/onboarding
daemon/parrot
Fluent LLM evaluation framework.
daemon/quartz
Chrome extension for tracking time spent in tab groups.
daemon/rank_llm
Repository for prompt-decoding using LLMs (GPT3.5, GPT4, and Vicuna)
daemon/sci
Machine learning utilities and experimental logbook
daemon/squawk
PyTorch reimplementations of speech augmentation policies.
daemon/text-to-text-transfer-transformer
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
daemon/torchnode
PyTorch model server for Linux.
daemon/vizbert
Visualizing and understanding transformers.
daemon/website
Personal website.