Sehoon Kim

I-BERT. [ICML'21 Oral] I-BERT: Integer-only BERT Quantization

Squeezeformer. [NeurIPS'22] Squeezeformer: An Efficient Transformer for Automatic Speech Recognition

BigLittleDecoder. [NeurIPS'23] Speculative Decoding with Big Little Decoder

LTP. [KDD'22] Learned Token Pruning for Transformers

Q-ASR. [ICASSP'22] Integer-only Zero-shot Quantization for Efficient Speech Recognition

SqueezeLLM-gradients. Python

snuece_complier. 2018-2 SNUECE Compiler course. Project source files

environments. Personal settings for the environments

transformers-alpaca. Python

loss-landscape. Code for visualizing the loss landscape of neural nets

retraining-free-pruning. A Fast Post-Training Pruning Framework for Transformers

transformers-private. Python

transformers. 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

nums-1. A numerical computing library for python that scales.

kssteven418.github.io. A HTML/CSS Template for Building Projects or Personal Websites

open-solution-home-credit. Open solution to the Home Credit Default Risk challenge :house_with_garden:

private.

kssteven418.github.io.2.

ZeroQ. Python

snucse_automata. 2018-2 SUNCSE Automata Theory course. HW source files, written in Python

snuece_adv_architecture. 2017-2 SNUECE Advanced Architecture course. FMT-SMT implementation on GEM5 source file.

snuece_machine_learning. 2018-1 SNUECE Machine Learning course. Lab source files.

snuece_system_programming. 2017 SNUECE (unofficial) system programming course. Lab source files.

snucse_programming_language. 2018-2 SNUCSE Programming Language course. HW source files.

snuece_architecture. 2017-1 SNUECE Architecture course. Project source files.

snuece_digital_system_design. 2017-2 SNUECE Digital System Design course. Labs and image-compression project sourse files.

snuece_database. 2018-2 SNUECE Database course. Project source files.

snucse_datamining. 2017-1 SNUCSE datamining course. Map-reduce project source file.

snuece_operating_system. 2018-1 SNUECE Operating System course. Project source files.