efrantar
I am a fourth-year Machine Learning PhD student and as a hobby I also build some of the world's fastest Lego Rubik's Cube solving robots!
IST AustriaVienna
Pinned Repositories
mirrcub3r
The first ever Lego robot to solve a random Rubik's Cube in under 1 second.
qphase
Algorithm powering the world's fastest robot to solve an UNMODIFIED Rubik's Cube.
rcscan
Highly robust Rubik's Cube color scanning algorithm.
rob-twophase
The ultimate Rubik's Cube solving algorithm for high-speed axial robots.
squidcuber
The world's fastest Lego Rubik's Cube solving robot, averaging 1 second flat.
gptq
Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
marlin
FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.
OBC
Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".
qmoe
Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".
sparsegpt
Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".
efrantar's Repositories
efrantar/rob-twophase
The ultimate Rubik's Cube solving algorithm for high-speed axial robots.
efrantar/squidcuber
The world's fastest Lego Rubik's Cube solving robot, averaging 1 second flat.
efrantar/mirrcub3r
The first ever Lego robot to solve a random Rubik's Cube in under 1 second.
efrantar/qphase
Algorithm powering the world's fastest robot to solve an UNMODIFIED Rubik's Cube.
efrantar/rcscan
Highly robust Rubik's Cube color scanning algorithm.
efrantar/efrantar.github.io
My personal website.