Deploying a small ML model on AWS ECS
deploy ml model
aws ecs
aws
fastapi
finetuned vietnamese accent model
A few notes, lessons and observations from deploying a small ML model on AWS ECS
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)
A simple game to predict people’s “random” selections
random
thoughts
predictions
scikitlearn
Decision tree
MLP
SVM
Can we really think randomly?
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
Finetuning for Natural Language Inference
finetuning
mBERT
mDeberta-V3
Flan-T5
Kaggle
Finetuning pretrained language models for Natural Language Inference
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