Platform For AI:Overview

Top articles

• Deploy LLM applications in EAS

• Use PAI and a vector database to implement intelligent dialogue based on LLMs

• Deploy a Llama model as a web application in EAS

• Quickly deploy Tongyi Qianwen in EAS

• Use QuickStart to fine-tune and deploy Llama 2 models

• Deploy AI video generation application in EAS

• Quickly deploy Stable Diffusion for AI painting in EAS

• Deploy Stable Diffusion API service in EAS

• Deploy a LoRA SD model by using Kohya_ss in EAS

• Overview of customized recommendation solutions

• Overview

• Text content moderation solution

Machine Learning Designer

• Intelligent risk control

  • Implement public opinion risk control based on the reviews from a takeaway platform

  • Use graph algorithms to manage financial risks

  • Predict credit scores by using a scorecard model

  • Predict system anomalies by monitoring system metrics

  • Monitor user churn

• Classification

  • Automatically classify tags

  • Classify news based on text analysis

• General solutions

  • Predict heart disease

  • Predict the repayment ability of agricultural loan applicants based on linear regression

  • Collect statistics from population census data (old version)

  • Predict the performance of students in examinations

  • Build models to predict the hazy weather

  • Build a model to predict the output power of a power plant

  • Identify electricity theft and leakage

DSW

• Use WebIDE to debug code online

• Use EasyVision to detect objects

• Use EasyTransfer to develop a text classification model

• Use EasyASR for speech recognition

• Use EasyASR for speech classification

DLC

• Submit a standalone training job that uses PyTorch

• Use NAS to submit standalone PyTorch migration learning jobs

• Use PAIIO to read data from and write data to MaxCompute tables

• Submit an MPIJob training job

Blade

• Use PAI-Blade to optimize a RetinaNet model that is in the Detectron2 framework

• Use PAI-Blade and TorchScript custom C++ operators to optimize a RetinaNet model

• Use PAI-Blade and TensorRT plug-ins to optimize a RetinaNet model

• Use PAI-Blade to optimize a TensorFlow ResNet50 model

• Use PAI-Blade to optimize a TensorFlow BERT model

EAS

• Deploy a Hugging Face model in EAS

SDK