Peter Hoang Projects Blog

A Transformer model to auto insert Vietnamese accent marks

vietnamese accent marks

finetuned xlm-roberta

Finetuning XLM-Roberta to auto insert Vietnamese accent marks (diacritics)

[Msc Project] A simple game to predict people’s “random” selections

random

thoughts

predictions

scikitlearn

Decision tree

MLP

SVM

Can we really think randomly?

[Msc Project] Optimizing Blackjack games with Tabular and Deep Q-learning

Blackjack

Q-Learning

Deep Q

Reinforcement learning

Train an RL agent to play Blackjack using Tabular and Deep Q-learning

[Msc Project] Finetuning for Natural Language Inference

finetuning

mBERT

mDeberta-V3

Flan-T5

Kaggle

Finetuning pretrained language models for Natural Language Inference

[Msc Project] Llama-2 vs GPT models on GEC

llms

llama2

gpt

gec

Evaluating Llama-2 and GPT models on the Grammatical Errors Correction Task

A good intro to Key-Value Cache and Quantization

llms

transformer

Introduction to KV Cache and Quantization of LLMs