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Case studies

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173case studies
CodingOriginal

DeepSeek V4.1-Flash 案例:让代码 Agent 先看懂界面,再定位问题

DeepSeek V4.1 Flash 案例:让代码 Agent 先看懂界面,再定位问题 场景示例,不代表本站或第三方用户实测。 本文工作流根据 DeepSeek 官方发布资料设计;模型效果、API 功能和可用条件请以官方页面及控制台为准。 这个任务为什么需要多模态模型 前端问题经常同时包含几种线索:用户的一句话、报错日志、浏览器截图,以及相关组件代码。只把

DeepSeek V4.1 Flash
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Video productionOriginal

MiniMax H3 案例:把商品静态图做成带声音的短视频

MiniMax H3 案例:把商品静态图做成带声音的短视频 场景示例,不代表第三方用户实测。 下文工作流按 MiniMax 官方公开的模型能力设计;实际生成效果、可用入口、地区和账号权限请以官方页面为准。 适合什么任务 电商团队通常要把一张商品图变成十几秒的短视频:商品外观要保持一致,镜头要有变化,还要配上合适的声音。传统做法要在图片生成、视频生成、配音和剪

MiniMax H3
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Image creationReprinted

超多案例!四大章节深度测评最新生图模型Seedream 5.0 Pro

超多案例!四大章节深度测评最新生图模型Seedream 5.0 Pro 一、全文速览图 超多案例!四大章节深度测评最新生图模型Seedream 5.0 Pro 嗨大家好!我是阿真! 上周火山引擎发布了 Seedream 5.0 Pro 图片模型,我就在测试了,这周整理好案例来和大家分享使用心得了。 模型可以在 即梦 、豆包、Lumina 平台使用了,火山方舟

Seedream 5.0 Pro
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Agents & automationReprinted

Qwen3.8-27B 来了 普通 Mac 也有机会跑 内存、速度、上下文 这份指南一次讲透

Qwen3.8-27B 来了 普通 Mac 也有机会跑 内存、速度、上下文 这份指南一次讲透 最近两条消息,刚好撞到了一起。 8 月 14 日,Qwen3.8-27B 正式开放权重。不到两周后,苹果又发布了搭载 M5 Max 和 M5 Ultra 的新款 Mac Studio,重点宣传本地 AI 性能和最高 512GB 统一内存。 看完这些介绍,很容易产生一

Qwen3.8-27B
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Other case studiesReprinted

阿里巴巴发布了 Qwen3.8-Flash-Next 的模型权重,作为即将推出的 Qwen4 架构的预览版,供开发者进行实验和评估

阿里巴巴发布了 Qwen3.8-Flash-Next 的模型权重,作为即将推出的 Qwen4 架构的预览版,供开发者进行实验和评估。Qwen4 是一款多模态混合专家 (MoE) 模型,其主模型包含 1250 亿个参数,并辅以 510 亿个 N-gram 嵌入,每个词元激活 60 亿个参数。它原生支持 262,144 个词元的上下文窗口,并可通过 YaRN 扩

Qwen3.8-Flash-Next
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Choose by task: UCloud AstraFlow for multi-model API access; Alibaba Cloud for AI and cloud product offers, AI coding and agent tools, Meoo app creation, the OPC toolkit, Aidge ecommerce content and application deployment; Tencent Cloud for WorkBuddy, speech recognition and international cloud resources; Novita AI for model APIs, GPU cloud and agent sandboxes. Check the exact model ID, region, account eligibility and billing on each product page before integrating.

Build with AI: APIs, applications and deployment

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ServiceUse caseFeatures and conditionsProduct entry
Alibaba Cloud AI and cloud product offersCloud products and offersModel and agent selection, application deployment and cloud resources

Explore model services, AI coding and agent tools, application deployment and cloud resources through Alibaba Cloud's product offers hub.

Eligibility, credits, billing and expiry vary by product and offer.
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Alibaba Cloud MeooApplication creation toolAI application creation and prototyping

An AI application creation tool for turning requirements into application prototypes.

In-product AI capabilities are separate from standalone model APIs. Check product terms for allowances, publishing and billing.
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Alibaba Cloud OPC startup toolkitProduct directorySolo businesses and independent development

A collection of cloud tools for solo businesses and independent developers.

Confirm features, regions and eligibility for each tool. The directory does not provide one shared allowance for all products.
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Alibaba Cloud Aidge for ecommerceEcommerce AI serviceEcommerce translation and product content

AI services for cross-border ecommerce, including translation and product content optimization.

Check supported languages, content types, interfaces and plans against the official product information.
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Alibaba Cloud AI application deployment offersApplication deployment offersAI application deployment and cloud resources

Explore cloud resources and offers for building and deploying AI applications.

Deployment resources and model calls may be billed separately. Confirm images, resource specifications and offer dates on the current page.
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Tencent Cloud WorkBuddyAI office applicationTeam AI workspace and collaboration

An AI workspace for teams, office collaboration and AI-assisted work.

Team plans are priced per person per month. Check current availability and purchase eligibility on the offer page.
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Tencent Cloud speech recognitionSpeech service APISpeech transcription and voice applications

Cloud speech-to-text services for voice applications and transcription workflows.

Introductory offers have new-user eligibility and purchase limits. Check package capacity, expiry and overage billing.
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Tencent Cloud international offersInternational cloud product offersInternational cloud resources and application deployment

Browse cloud product promotions and deployment resources on Tencent Cloud's international site.

Confirm international account eligibility, region, currency and new-user conditions. This is not a universal discount for all model APIs.
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UCloud AstraFlowMulti-model API platformMulti-model API integration and switching

UCloud's multi-model service. Its product page describes access to 200+ models with a shared API key and OpenAI-compatible integration.

Follow the platform's registration and identity verification process. Model versions, regions, credits and prices depend on its catalog and your account.
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Novita AI Model APIs and GPU CloudModel APIs, GPU cloud and agent sandboxesMulti-model APIs, GPU deployment and agent runtimes

Novita AI provides LLM, image, video and audio APIs, GPU cloud and agent sandboxes. Its LLM endpoints support OpenAI-compatible integration.

Check the exact model ID, endpoint, service region, account eligibility and current pricing for the chosen product. Confirm model API, GPU and agent sandbox billing separately.
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