GenAI Model Optimization: Guide to Fine-Tuning and Quantization

This article describes fine-tuning and quantizing a pre-trained language model.

Best Practices for Ray Clusters - Ray on ACK

The article discusses how to set up a Ray cluster on Alibaba Cloud ACK, and the elastic scaling capabilities facilitated by the Ray autoscaler and ACK autoscaler.

How to Run Python in DataWorks and MaxCompute

This article describes how to run Python in DataWorks and MaxCompute.

Use Dataworks with Python3 to Import Data from MaxCompute to Neo4j

This article describes how to use Dataworks with Python3 to import data from MaxCompute to Neo4j

All You Need to Know About PyFlink

This article discusses the structure of a PyFlink job, operational mechanisms, performance optimization strategies, and future projections for PyFlink.

Use Coolbpf’s LWCB and Forget Dependence on Clang

This article introduces the Coolbpf project’s new lightweight scripting programming feature: Lightweight Coolbpf (LWCB).

A Beginner's Guide to Building RESTful APIs in Python or Node.js Using Tablestore

This article describes how to build RESTful APIs in Python or Node.js using Tablestore.

Everything You Need to Know about PyFlink

This article introduces PyFlink from three key aspects: basic knowledge, internals/architecture, and performance tuning tips.

An Analysis of the Exploration and Practice of Python Startup Acceleration

This article summarizes Yichen Yan’s speech on CPython community-related work, its design and implementation, and business-level integration from PyCon China 2022.

Next Generation Software and Hardware Architecture Collaborative Optimization Revealed

This article introduces the use of Function Compute next-generation IaaS base to help reduce the absolute delay and the cold start frequency.

Write Code with a Mobile Phone: An Exploration of Online Programming Capabilities Based on Serverless

This article will take Alibaba Cloud Function Compute (FC) as an example to implement a Python-oriented online programming feature through the Serverless architecture.

Time Series Forecasting using variants of Long Short Term Memory (LSTM) Recurrent Neural Networks

In this article we will walkthrough the implementation of couple of LSTM variants and compare their performances visually against the actual data.

Effectively Overcome Python's Shortcomings with Go+

In this post, Wang Yi of Ant Group shares the reasons why he follows Go+ and explores how it can help overcome shortcomings in Python.

Scientific Analysis of Large-Scale Data Based on the Distributed Python Capabilities of MaxCompute

This article explains how to accelerate data science with distributed Python on the cloud.

Use Grafana to Present Epidemic Data

Learn how Alibaba Cloud used a Grafana Dashboard to dynamically display information about the COVID-19 outbreak.

An Introduction to Parsing Tools for Python Static Types and Practices

This article introduces the support for static types from Python, the development status of the community, the introduction and comparison of type check tools, and the practice of type parsing.

Best Practices for Flink on Zeppelin Stream Computing Processing

This article is an overview of the best practices for Flink on Zeppelin stream computing processing taken from a recent lecture.

Build and Run an ETL Data Pipeline and BI with Luigi and Metabase on Alibaba Cloud

This tutorial discusses building and running an ETL Data Pipeline and BI with Luigi and Metabase on Alibaba Cloud.

Zeppelin Notebook: An Important Tool for PyFlink Development Environment

This article introduces a PyFlink development environment tool that can help users solve various problems.

Friday Blog - Week 14 - MaxCompute UDF Functions: When SQL Just Isn't Cutting It

Learn how to deploy your own custom MaxCompute UDF functions in Python. Even better, learn how you can install and use 3rd party libraries like NumPy .