ML Blog - Technical Blog on Machine Learning

time-series

Time Series Forecasting

LLM

Quantization

LLM

Finetuning and inference Zypher7B

LLM

RAG

Retrieval augmented generation (RAG)

LLM

Llama 2

LLaMA 2, the successor of the original LLaMA 1, is a large language model created by Meta.

tabular

feature-engineering

Some useful tricks when doing feature engineering on tabular dataset

generative

autoregressive

deeplearning

A complete overview on Autoregressive Generative Models (MADE, PixelCNN families, WaveNet, Seft-Attention, PixelSNAIL) with implementation code

kaggle

graph neural network

Tricks and lessons I have learned from getting into top 5 of Kaggle Molecular Competition