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Jeonghwan Kim's Projects

alpaca_eval icon alpaca_eval

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

bert icon bert

Implementation of BERT in PyTorch.

bert-for-squad icon bert-for-squad

Implementation for BERT for Question Answering task using SQuAD v1.1

bounded-buffer icon bounded-buffer

Solving the classic Bounded-Buffer problem with mutex and semaphores. (POSIX)

cbow_word2vec icon cbow_word2vec

Implementation of Continuous-bag of words (CBOW) model with PyTorch. CBOW, along with Skip-gram, is one of the most prominently used methods of word embedding in NLP using deep learning.

deeplearning_py icon deeplearning_py

Contains codes for Deep RNN, CNN models; including regression models in Python 3.6.1

discern-and-answer icon discern-and-answer

Enhancing the robustness of FiD and GPT-3.5 by fine-tuning a discriminator; MacNoise, an LLM-generated benchmark for counterfactual document mitigation.

eyes2ears icon eyes2ears

An application for the elderly. Using OCR, Speech2Text to aid eldery users' hearing and vision.

fineprompt icon fineprompt

Enhancing GPT-4's compositional reasoning abilities by transferring task-specific inductive biases from fine-tuned models to prompts

finer icon finer

A benchmark and analysis for fine-grained visual comprehension (FGVC) tasks in large vision language models (LVLMs).

flutter icon flutter

Flutter codes with comments to help people beginning Flutter in using different widgets and material design concepts

fractals icon fractals

This repository contains JS codes for multiple fractals

hotelsuggest icon hotelsuggest

This is a hotel list & suggestion application based on ratings and locations

image-classification icon image-classification

Includes image classification codes using images from various online datasets (i.e. CIFAR10)

ipc icon ipc

Following code(s) deal with message passing and shared memory in IPC (Interprocess Communication)

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