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Scenarios

PAI-Lingjun AI Computing Service(Lingjun)is a PaaS product designed for large-scale deep learning and integrated intelligent computing.It is built on optimized software and hardware integration to provide a high-...

LDAP/Windows AD integration

LDAP and Windows AD integration with AI Coding Assistant Lingma(Lingma)facilitates the synchronization of user information managed based on LDAP or Windows AD protocols within an enterprise.It also enables logon to Lingma ...

DSW use cases

This topic describes the relevant topics of Data Science Workshop(DSW)use cases.Case Description Responsible AI:Fairness analysis This topic describes how to use responsible-ai-toolbox to perform fairness analysis on the ...

Activate and configure other Alibaba Cloud ...

After you activate Lingjun AI Computing Service,the networks of compute nodes that you purchase are isolated from the Alibaba Cloud public cloud.You must use other Alibaba Cloud services together with Lingjun AI Computing ...

User guide for new users

This topic shows you how to get started with Platform for AI(PAI)and introduces typical AI development workflows on the platform.1.Activate the product Log on to the PAI console,select a region in the upper-left corner,and...

Data dashboard

This topic describes how to view resource usage and operation logs of PAI-Lingjun AI Computing Service.View resource usage Log on to the Intelligent Computing Lingjun console.In the left-side navigation pane,choose Data ...

Code builds

When you submit a model training job,you may need to compile the code that you customized for the job.Machine Learning Platform for AI(PAI)allows you to create code builds.Code builds are public AI assets that you can ...

Use AI Portrait SDK for Python

Platform for AI(PAI)provides AI Portrait SDK for Python that allows you to call the algorithm service operations of the AI Portrait service to train models and create portraits.You can use the SDK to configure a custom ...

Ask

Ask mode allows Lingma,your AI Coding Assistant,to answer your questions and help solve coding problems.It can also generate suggested code,comment on code,optimize code,explain code,fix problems,and troubleshoot compiling...

Grant the permissions on AI computing resource ...

If you want to implement fine-grained permission control on AI computing resources for Platform for AI(PAI),you can create custom policies to grant Resource Access Management(RAM)users the permissions to create,update,...

Create and manage accelerators

You can reserve resources to accelerate important tasks by purchasing subscription accelerators.This topic describes how to create and manage accelerators in Platform for AI(PAI).Prerequisites The first time you use ...

EAS use cases

of-Experts(MoE)models with expert parallelism and PD separation AIGC Deploy an MLLM multimodal large language model application in EAS in 5 minutes AI video generation-ComfyUI deployment Use Stable Diffusion web UI to ...

A practical guide to evaluating the impact of ...

Establish a baseline to dynamically measure changes Before adopting the AI coding tool,collect and record your team's key metrics,such as code delivery cycle,output per person,and defect rate.This"before"state serves as ...

产品优势

语音、语言、视觉多模态,17个AI功能灵活搭配 支持音视频信息处理与提取所需的多种AI能力。除语音识别、翻译、说话人分离外,还包括章节速览、大模型摘要总结(全文摘要、发言总结、问答回顾、思维导图)、要点提炼(关键词、待办事项、...

Error analysis

Responsible AI is crucial for AI model developers and business leaders.It is a key practice throughout the AI model lifecycle,including development,training,fine-tuning,evaluation,and deployment.It helps ensure AI models ...

Terms

This topic describes the basic terms in PAI-Lingjun AI Computing Service(Lingjun)to help you better understand and use this service.Lingjun allows you to plan multiple clusters based on your business requirements.You can ...

Explore(template marketplace)

LangStudio provides common AI application templates and MCP templates to help you quickly build AI applications.You can flexibly extend and customize these templates to meet requirements for specific scenarios.AI ...

什么是通义听悟

作为通义家族的一员,通义听悟依托通义千问语言模型、音视频AI模型能力,为用户带来音频和视频内容记录和阅读的全新体验,成为在工作和学习中的AI助手,让每个人都能亲身去体验AI功能给我们带来的效率提升和灵感迸发。主要面向以下五类场景...

Limits

This topic describes the limits of PAI-Lingjun AI Computing Service(Lingjun)and how to increase quotas.Limits on Lingjun networks Item Limit How to increase the quota Maximum number of Lingjun Virtual Private Datacenters...

What is AI Coding Assistant Lingma?

Lingma,an AI coding assistant powered by Alibaba Cloud,offers features like code completion,chat,multi-file edits,and agent.These features empower you with a smarter coding experience,ushering in a new era of AI-native ...

Release notes in May 2025

Features added to Lingma in May include Ask mode upgraded to Agentic mode,Inline Chat and Next Edit Suggestion(NES),and the AI IDE Lingma IDE.Tool invocation in Ask mode Ask mode now supports tool invocation.When enabled,...

Manage pipeline tasks

Platform for AI(PAI)provides the Pipeline Tasks tab that allows you to manage pipeline tasks in a centralized and visualized manner.This topic describes how to manage pipeline tasks.Background information The Pipeline ...

Create a Lingjun cluster with ACK activated

Container Service for Kubernetes(ACK)allows you to create ACK Lingjun managed clusters whose control planes are highly available and fully managed by ACK.ACK Lingjun managed clusters are developed based on PAI-Lingjun AI ...

Terms

This topic describes the terms related to management,AI development,and modules in Machine Learning Platform for AI(PAI).Terms related to management Term Description workspace Workspace is a key concept in PAI.Workspaces ...

Fairness Analysis

Responsible AI is crucial for developers of AI models and enterprise customers.Responsible AI plays an important role in model development,training,fine-tuning,evaluation,and deployment to ensure that AI models are safe,...

Diff View

When the AI suggests code modifications,the system does not apply them immediately.Instead,it presents all changes in the Diff View for you to review.This process ensures that you fully understand the changes and retain ...

Features

Platform for AI(PAI)Module Feature Description Reference AI computing resource management Lingjun resources PAI provides Lingjun resources for large-scale and high-density computing.Lingjun resources provide heterogeneous ...

AI Earth 地球科学云平台用户协议

尊敬的用户,欢迎使用“AI Earth地球科学云平台”服务。“AI Earth地球科学云平台”(“网站”)提供多源遥感对地观测数据的云计算分析服务。用户(“您”)在开始使用网站所提供的服务之前,请仔细阅读下列条款(以下简称“服务条款”),...

Release notes in April 2025

methods,and definitions within the project in AI Chat.Support for line breaks using Shift Enter keys in the chat box of the AI Chat panel.Developers can specify knowledge bases when adding context in AI Chat(Enterprise ...

Overview

Lingma provides AI Chat capabilities in three modes:Ask,Edit,and Agent.These capabilities help developers solve coding problems,fix errors,debug,and troubleshoot runtime errors.Lingma also offers multi-file edits,...

Enterprise best practices

Lingma helps your enterprise standardize the development process through AI-powered tools.It integrates with your IDEs to provide context-aware code completion,knowledge base as context for chat,and custom extensions.This ...

Model Gallery

Model Gallery is a component of Platform for AI(PAI)that integrates high-quality pre-trained models from open source AI communities.Model Gallery allows you to train,compress,evaluate,and deploy open source models and use ...

Create resource quotas

After you purchase Lingjun resources or general computing resources,you can create resource quotas to allocate resources effectively.You can then associate these resources with workspaces for AI development and inference ...

Agent

it supports MCP tool configuration,expanding the AI coding assistant's capabilities and better aligning with developer workflows.Note To use Agent mode,update Lingma to version 2.5.0 or above in VS Code or JetBrains IDEs....

Overview

Machine Learning Platform for AI(PAI)-Blade integrates various optimization technologies.You can use PAI-Blade to optimize the inference performance of a trained model so that the model can run at optimal inference ...

Collection

Parameter Type Description Example object A short description of struct CollectionName string The name of the collection.The name must be globally unique.AI4D GmtCreateTime string The creation time.2021-01-21T17:12:35Z ...

View billing details

select an Exported Content and click OK.In the exported CSV,find spot job bills using the tag key:acs:pai:dlc:payType value:spot.Scenario 2:Cost allocation for AI computing resource nodes based on tags AI computing ...

Lingma IDE release notes

2025)Fixed some bugs.Version 0.1.4(released on June 19,2025)Agent mode now supports web page preview(Beta).You can now drag files or directories into the AI Chat box as context.Version 0.1.3(released on June 11,2025)Added ...

DeepSeek

Model Gallery is a model-as-a-service(MaaS)component of Platform for AI(PAI).Model Gallery features state-of-the-art(SOTA)models in various fields,covering large language model(LLM),AI-generated content(AIGC),computer ...

Before you begin

This topic describes what you need to prepare before you create a training job,including computing resources,an image,a dataset,and a code build.Platform for AI(PAI)allows you to specify datasets stored in File Storage NAS...
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