Category: Deep Learning

• Prevent Overfitting

  Deep LearningDonghyuk Kim12/2/2024

  #Overfit#Training

• Pruning Overview with PyTorch Example

  Deep LearningDonghyuk Kim11/15/2024

  #Pruning#Quantization#Knowledge Distillation

• Reinforcement Learning from Human Feedback (RLHF)

  Deep LearningDonghyuk Kim11/5/2024

  #Huggingface#RLHF#DPO#PPO

• Understand Word Embedding

  Deep LearningDonghyuk Kim11/4/2024

  #Word Embeddings#Word2Vec#Continuous Bag of Words#CBOW#Skip-gram#GloVe#FasText#BERT

• Text Tokenizers (w/ Pytorch)

  Deep LearningDonghyuk Kim11/4/2024

  #NLP#Text Tokenizer#BPE#Unigram#WordPiece#SentencePiece

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