Mark Saroufim's repositories
awesome-profiling
Awesome utilities for performance profiling
Discord-PDFPreview
Preview PDFs locally within the Discord UI!
mlsys-experiments
stuff
matmul-pad
smad;isagdasdbaudasdas
algorithmic-efficiency
MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.
axolotl
Go ahead and axolotl questions
ClassyVision
An end-to-end PyTorch framework for image and video classification
compiler-explorer
Run compilers interactively from your web browser and interact with the assembly
faster-pytorch-blog
Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy
helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).
ImageBind
ImageBind One Embedding Space to Bind Them All
lit-llama
Simple (fast) transformer inference in PyTorch with torch.compile + lit-llama code
llama-inference
experiments with inference on llama
llama2.c
Inference Llama 2 in one file of pure C
mlc-llm
Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
picotorchGPT
An unnecessarily tiny implementation of GPT-2 in NumPy.
protoquant
Prototype routines for GPU quantization written using PyTorch.
pyperformance
Python Performance Benchmark Suite
pytorch.github.io
The website for PyTorch
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
serve
Serve, optimize and scale PyTorch models in production