Demystify ML

Training MNIST with MLX on Apple Silicon

Training MNIST with MLX on Apple Silicon

Dec 18, 20233 min read

Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks

Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks

Jul 31, 20233 min read

A Model that Retrieves Documents When in Doubt

A Model that Retrieves Documents When in Doubt

Summary of Active retrieval augmented generation paper

Dec 24, 20234 min read

LLaMA: Open and Efficient Foundation Language Models

LLaMA: Open and Efficient Foundation Language Models

Jul 25, 20232 min read

DeiT: Data-Efficient Image Transformer

DeiT: Data-Efficient Image Transformer

Jul 10, 20233 min read

DeBERTa-v3: Mastering Language Comprehension with Disentangled Attention and GAN-inspired Training

DeBERTa-v3: Mastering Language Comprehension with Disentangled Attention and GAN-inspired Training

The Powerful Fusion of DeBERTa and ELECTRA

Jul 3, 20233 min read

DeBERTa: Enhancing Token Positioning Awareness in BERT

DeBERTa: Enhancing Token Positioning Awareness in BERT

Leveraging Positional Information for Improved Language Understanding

Jun 26, 20234 min read

DiT: Unlocking Document Understanding with Unsupervised Pretraining

DiT: Unlocking Document Understanding with Unsupervised Pretraining

Alternative Pretraining Models Beyond VGG/ResNet

Jun 12, 20236 min read

Wav2Vec 2.0 Model for Cross-Lingual Phoneme Recognition

Wav2Vec 2.0 Model for Cross-Lingual Phoneme Recognition

A Model for recognizing phoneme of different languages

May 8, 20233 min read

Demystifying Tensorflow Data

Demystifying Tensorflow Data

Setup preprocessing pipeline with tf.data

May 1, 20234 min read

Efficient Convolutional Neural Network with MobileNet

Reduce CNN operations with depth-wise and point-wise convolutions

Apr 24, 20232 min read

Demystify ML