Ajay Arasanipalai's starred repositories
excalidraw
Virtual whiteboard for sketching hand-drawn like diagrams
stable-diffusion
A latent text-to-image diffusion model
alpaca-lora
Instruct-tune LLaMA on consumer hardware
instant-ngp
Instant neural graphics primitives: lightning fast NeRF and more
flash-attention
Fast and memory-efficient exact attention
ml-engineering
Machine Learning Engineering Open Book
ann-benchmarks
Benchmarks of approximate nearest neighbor libraries in Python
jsonformer
A Bulletproof Way to Generate Structured JSON from Language Models
llm-foundry
LLM training code for Databricks foundation models
apollo-backend
Apollo backend server
TransformerEngine
A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.
descript-audio-codec
State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.
bigscience
Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.
melgan-neurips
GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis
distributed-faiss
A library for building and serving multi-node distributed faiss indices.
climatehack
The Illinois repository for Climatehack (https://climatehack.ai/). We won 1st place!
Progressive-Pruning
Official pytorch code for "APP: Anytime Progressive Pruning" (DyNN @ ICML, 2022; CLL @ ACML, 2022, SNN @ ICML, 2022 and SlowDNN 2023)