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Getting Started

Overview

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Agent vs Workflow Applications in Model Studio

Build an AI Painting Assistant with Assistant API

Deploy a dedicated service - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Free quota for new users

Getting started with Coding Plan -

How to deploy large models

How to obtain an API key

Make your first API call to Qwen

Model compression

OpenAI-Compatible Qwen & Multimodal Model Access

Token Plan Team Edition quickstart - API key setup

Understand Free Quota Policy Changes for New Users - Model Studio - Alibaba Cloud

Text Generation (Qwen)

Overview

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AI Application Scenarios Overview - Model Studio - Alibaba Cloud

Alibaba Cloud Model Studio:Application development - Alibaba Cloud Model Studio - Alibaba Cloud

Alibaba Cloud Model Studio:Plug-in - Alibaba Cloud Model Studio - Alibaba Cloud

Best practices - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Build a private Q&A application without code - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Call Qwen-Omni-Realtime models for real-time multimodal interaction using the Python SDK - Alibaba Cloud Model Studio - Alibaba Cloud

Connect third-party programming tools via Model Studio

Explore Qwen3, Wan2.6 & Latest Models on Model Studio - Alibaba Cloud Model Studio - Alibaba Cloud - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

FAQ

How to implement tool calling with Function Calling - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

How to integrate Cherry Studio with Alibaba Cloud Model Studio

How to make Qwen generate a JSON string -

How to use workspaces in Alibaba Cloud Model Studio -

Import data from OSS to the data center - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Industry-Optimized AI Models for Specialized Tasks

Integrate multimodal generation models with Token Plan (Team Edition) - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Java SDK, Qwen-Omni, real-time, multimodal

Manage access with roles and workspace permissions - Alibaba Cloud Model Studio - Alibaba Cloud

Model calls in a sub-workspace

Model evaluation - - Alibaba Cloud Documentation Center

Model Import

Model Studio Application Development Overview

Model Studio Explicit Cache Best Practices

Model Studio Permission Tiers & Access Control Explained - Alibaba Cloud Model Studio - Alibaba Cloud

Model Studio supports custom parameter pass-through

Model usage

Optimize model outputs with a prompt sample library

Query bills for Model Studio Savings Plans and Resource Plans

Qwen generates text based on a prefix

Qwen-Character model

Qwen-Coder Model Capabilities

Qwen-Deep-Research

Qwen-Doc-Turbo

Qwen-Long

Scenarios permissions and deletion of service-linked roles - Alibaba Cloud Model Studio - Alibaba Cloud

Set Up Qwen Code for Terminal AI Coding with Qwen3-Coder

Streaming output for Qwen models

Supported AI Models and Capabilities Overview - Model Studio - Alibaba Cloud

Supported Models and Capabilities Overview - Model Studio - Alibaba Cloud - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Text generation

Text generation models - Qwen, DeepSeek, GLM

Understand Model Studio Service Terms & SLA Commitments

Understand the real-time multimodal interaction flow

Usage of visual reasoning models

Use the Qwen3.7 model for visual understanding

User Guide (Models)

Visual understanding

WebSocket Client Events for Live Translator Overview - Model Studio - Alibaba Cloud

Image Generation

Overview

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Creative Tools

Explore Image Generation APIs & AI Models

Generate & Edit Images via Wan2.6 API with SDK Examples - Model Studio - Alibaba Cloud

Generate High-Quality Images with Text-to-Image Prompt Formulas

Generate Images from Text Using Z-Image API - Model Studio - Alibaba Cloud

Generate Images via Wan 2.1 API with Synchronous and Asynchronous Calls - Model Studio - Alibaba Cloud

Guide to fine-tuning Wanxiang video generation models

HappyHorse image-to-video (first frame) API reference - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

How to call the Wan image editing model?

How to call the Wanxiang image-to-video model - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

How to use Postman or cURL to make HTTP requests

How to use the API to fine-tune Wan image-to-video and image generation models by training a LoRA model?

Image erase and inpaint - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Image generation and editing models - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Kling

Qwen - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Qwen qwen-image and Wan wan models for text-to-image

Qwen, Qwen-Image-Edit, image editing, instructions, editing, usage

Text-to-video image-to-video prompt guide | Wan video generation

Wan

Wan 2.7 - image-to-video API

Wan Image-to-Video API Reference - - Alibaba Cloud Documentation Center

wan wan2.2-animate-move image-to-action API reference

Wan-Image Generation and Editing 2.7 API Reference

Wanxiang General Image Editing wan2.5 API Reference

Z-Image - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Video Generation

Overview

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Build Lip-Sync Digital Human Videos with Wan2.2-S2V - Model Studio - Alibaba Cloud

HappyHorse

HappyHorse reference-to-video API reference

HappyHorse text-to-video API reference

HappyHorse video editing API reference

How to call the Wan-Video Editing wan2.7 model - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Preprocess video files with ffmpeg to improve speech recognition transcription efficiency

Qwen-Omni-Realtime real-time audio video chat model

Qwen3.5 LiveTranslate Real-time Audio Video Translation Model

Video generation -

Video generation and editing

Video Generation API Overview

Wan - Reference-to-Video - API reference

wan wan2.2-animate-mix video character swap API reference

Wan2.7 - Text-to-Video API Reference

Speech & Audio

Overview

Audio

Audio file recognition - Qwen

Build Custom Voice Apps with CosyVoice Cloning API - Model Studio - Alibaba Cloud - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Build Real-Time Speech Recognition with Paraformer Java SDK

Build Real-Time Speech Recognition with WebSocket & DashScope SDK - Alibaba Cloud Model Studio - Alibaba Cloud - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Call Qwen-TTS Speech Synthesis API with Code Examples - Model Studio - Alibaba Cloud

Custom hotwords for speech recognition

Fun-ASR Async Audio Transcription API Specs & Parameters

Implement Intent Recognition for Smart Tool Selection - Model Studio - Alibaba Cloud

Integrate Qwen-ASR with OpenAI & DashScope for Speech Recognition

Integrate Qwen3-Omni-Captioner API for Automated Audio Captioning - Alibaba Cloud Model Studio - Alibaba Cloud

Non-real-time speech synthesis

Paraformer recording file recognition API reference

Real-time speech synthesis - CosyVoice/Sambert -

Real-time speech synthesis - Qwen TTS, CosyVoice streaming

Speech Recognition API Overview - Model Studio - Alibaba Cloud

Speech synthesis models - TTS, voice cloning, voice design

Speech-to-speech

Speech-to-text models for real-time and file transcription

SSML speech synthesis markup, LaTeX formula reading, CosyVoice - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Submit & Query Audio Recognition Tasks via Paraformer RESTful API

Submit Async Transcription Tasks via Fun-ASR Java SDK

Transcribe Audio Files Async with Paraformer Java SDK - Model Studio - Alibaba Cloud

Transcribe Audio Files with Fun-ASR RESTful API

Transcribe Audio Files with FunASR Python SDK

Transcribe Recorded Audio with Paraformer Python SDK - Model Studio - Alibaba Cloud

Translate Multimedia Files in 18 Languages with Qwen3-LiveTranslate-Flash - Alibaba Cloud Model Studio - Alibaba Cloud

Voice cloning

Voice Design - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Voices supported by non-real-time (Qwen-Omni) and real-time (Qwen-Omni-Realtime) models

千问声音复刻API参考 - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Embeddings & Rerank

Overview

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Embedding

Embedding and rerank

General-purpose text embedding

Integrate Embedding Models via OpenAI-Compatible API

Multimodal embedding API

Multimodal Embedding Overview: Cross-Modal Semantic Search Explained

Reranking API

Synchronous API for text embedding

Understand Text Embedding for Semantic Search

Models & Tuning

Overview

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Batch inference

Context cache for Qwen models

Deployment - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Qwen & Wan Training Data Transparency and Governance

Applications

Overview

Custom prompt templates

Get an app ID and a workspace ID

How to upload local files to temporary storage space and get file URLs

LLM Node Types & Workflow Orchestration Overview

Prompt template overview

Prompt, Prompt Engineering, prompt engineering, prompt

RAG knowledge base

RAG-Powered LLM Responses Grounded in Your Private Data

User Guide (Application)

Tools & Integrations

Overview

agent application

Build Qwen-Powered Chat Agents on Dify with Model Studio

Claude Code

Claude Code -

Custom plugins

Hermes Agent - Terminal AI Coding Tool

OpenClaw (formerly Clawdbot, Moltbot)

plugin

What Are Plugins?

API Reference

Overview

Anthropic-compatible Messages API

API catalog - Alibaba Cloud Model Studio - Alibaba Cloud

API reference for the Qwen-MT model

Assistant API best practices (deprecated) - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Assistant API overview

Available API interfaces for the Qwen model - Alibaba Cloud Model Studio - Alibaba Cloud

Build an AI Assistant with Tool Calling via Assistant API

Build Multi-Turn Conversations via Qwen messages API - Model Studio - Alibaba Cloud

Build Qwen Agents with OpenAI Responses API - Model Studio - Alibaba Cloud - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Call Foundation Models via API

Call Model Studio Applications via DashScope SDK or HTTP API - Alibaba Cloud Model Studio - Alibaba Cloud

Call Qwen models via OpenAI API

Call Qwen Models with Streaming & Tool Calling - Model Studio - Alibaba Cloud

Call Qwen-VL models through the OpenAI interface

Cancel a fine-tuning job - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Chat API Capabilities & Architecture Overview

Checkpoint

Client events for the Realtime API

Completions API for Qwen models

Configure HTTP callback or RocketMQ to receive asynchronous task results

Connect Qwen Models to Chatbox via DashScope API - Model Studio - Alibaba Cloud

Conversations API session management

Create a tuning job

Create deployment - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

custom vocabulary HTTP API reference

DashScope API Reference for Applications - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

DashScope SDK connection reuse configuration

Delete a deployment

Delete a fine-tuning job - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Deploy Qwen-Math-Plus for Advanced Mathematical Reasoning via API - Model Studio - Alibaba Cloud

Deployment details

deployment object - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Extend Assistant API Capabilities with Tool Calling

File management

File object

Fine-tune job object - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Generate a temporary API key

Get fine-tuning job details

How to add an Alibaba Cloud Model Studio API key to an environment variable

How to use LLM APIs in QwenPaw

How to use model APIs in Cursor

How to use the Qwen model API in Cline

Integrate RAG Knowledge Bases via API - Model Studio - Alibaba Cloud

Kimi

Knowledge Base API Concepts & Capabilities Overview

List deployable models

List deployments

List files

List fine-tuning jobs

Model compression

model fine-tuning, API, model tuning, model fine-tuning, Dashscope, fine tuning, model training -

Model import

OpenAI Batch API

OpenAI Chat API reference

OpenAI file interface

OpenAI-compatible - Batch Chat

OpenAI-Compatible Clients & Tools for LLM App Development

Query fine-tuning logs

Query Knowledge Base Chunks via ListChunks API - Model Studio - Alibaba Cloud

Qwen-Deep-Research API reference

Qwen-OCR API reference

Retrieve file details

Retrieve Knowledge Base Results via API for RAG Pipelines

Scale a deployment

Server-side events for the Qwen-Omni-Realtime API - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Track & Cancel Async API Tasks by Task ID

Track Model Studio API Changes & Feature Updates

Translate 92 Languages with Qwen-MT via API Integration - Model Studio - Alibaba Cloud

Update deployment throttling - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

Upload a file

Use deep thinking models via API

Wan

Billing & Quotas

Overview

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Best practices for handling rate limiting

How do I query model inference bills, allocate costs, settle overdue payments, and stop billing? - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

How to check model training and deployment pricing

Knowledge base quotas and limits

Model Studio Updates, Pricing & Release Notes Overview

Token Plan (Team Edition) - AI model subscription plans and pricing

Understand Image API Billing, Rate Limits and Error Codes

Understand Token-Based Billing & Pay-As-You-Go Pricing

Reference

Overview

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Build AI Apps with LangChain, LlamaIndex & More

Custom hotwords

Custom hotwords Java SDK reference

Custom hotwords Python SDK reference

FAQ

FAQ

Fun-Music generation

Importing unstructured and structured data

Kilo CLI

OpenCode

Security certifications and privacy notice

Select region and service scope

Token Plan (Team Edition)

Tongyi Xiaomi Conversation Analysis

On this page

Fine-tune job object - Alibaba Cloud Model Studio - Alibaba Cloud Documentation Center

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