Master Cloud AI Inference: Load‑Testing Strategies with Alibaba PAI‑EAS

This article explains how Alibaba Cloud’s PAI‑EAS platform enables efficient, scalable AI inference by detailing distributed architecture, serverless resource scheduling, comprehensive load‑testing modes, key performance metrics, and step‑by‑step usage instructions, helping developers optimize latency, throughput, and cost for large language models.

AI inferenceAlibaba PAILarge Language Models

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Master Cloud AI Inference: Load‑Testing Strategies with Alibaba PAI‑EAS

Alibaba Cloud Big Data AI Platform

Jan 15, 2025 · Artificial Intelligence

Build an Education‑Focused RAG Solution Using Alibaba PAI

This guide explains how to create a Retrieval‑Augmented Generation (RAG) solution for education on Alibaba PAI, covering knowledge‑base construction with PAI‑Designer, model deployment, connection setup in LangStudio, workflow configuration, online deployment, and a legal‑domain case comparison that highlights RAG's accuracy benefits.

Alibaba PAIEmbeddingKnowledge Base

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Build an Education‑Focused RAG Solution Using Alibaba PAI

DataFunSummit

Feb 22, 2023 · Artificial Intelligence

AutoML Overview: Hyperparameter Optimization, Automatic Feature Engineering, and Neural Architecture Search on Alibaba PAI

This article introduces AutoML, explaining how it automates data cleaning, feature engineering, model selection, hyper‑parameter optimization, and neural architecture search, and showcases Alibaba PAI's implementations of HPO, AutoFE, and NAS with practical case studies and performance results.

Alibaba PAIAutoMLNeural Architecture Search

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AutoML Overview: Hyperparameter Optimization, Automatic Feature Engineering, and Neural Architecture Search on Alibaba PAI

Alibaba Cloud Big Data AI Platform

Sep 1, 2022 · Artificial Intelligence

How Uni‑Fold + Alibaba PAI Boost Protein Structure Prediction to 6.6k Amino Acids

DeepMind’s AlphaFold inspired Uni‑Fold, now accelerated with Alibaba Cloud’s PAI platform, can predict protein structures up to 6.6k amino acids—covering 99.992% of known sequences—delivering ten‑minute inference for SARS‑CoV‑2 spike trimers and setting new performance benchmarks for AI‑driven structural biology.

AI accelerationAlibaba PAIDeep Learning

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How Uni‑Fold + Alibaba PAI Boost Protein Structure Prediction to 6.6k Amino Acids