alibabacloud-pai-dlc-jobAlibaba Cloud PAI-DLC (Deep Learning Containers) job management skill. Covers: distributed training job CRUD, monitoring (logs and events), and GPU sanity check. Triggers: "DLC", "PAI-DLC", "create-job", "list-jobs", "get-job", "stop-job", "update-job", "get-pod-logs", "get-job-events", "get-pod-events", "list-job-sanity-check-results".
Install via ClawdBot CLI:
clawdbot install sdk-team/alibabacloud-pai-dlc-jobGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses system directories or attempts privilege escalation
sudo mvCalls external URL not in known-safe list
https://ram.console.aliyun.com/manage/akAudited May 22, 2026 · audit v1.0
Generated Oct 4, 2026
AI研发团队使用PAI-DLC创建TensorFlow或PyTorch分布式训练作业，利用ECS按量付费或灵骏专属配额进行大规模模型训练。通过get-pod-logs和get-job-events实时监控训练进度，快速定位收敛问题。
运维人员定期调用list-job-sanity-check-results对GPU等计算设备进行健康检查，提前发现硬件故障风险。结合get-pod-events排查节点异常，保障训练任务稳定性。
算法工程师通过create-job、update-job、stop-job等命令快速迭代实验配置，调整超参数和资源规格。利用list-jobs查看历史作业对比实验结果，提升算法研发效率。
企业搭建基于PAI Workspace的AI平台，通过DLC Job管理不同部门提交的训练任务，结合AIWorkSpace目录管理镜像、数据集和配额。实现资源隔离与统一调度。
团队在微调大语言模型前，通过DLC作业进行小规模训练验证和GPU性能测试。使用sanity check确认算力环境正常后再启动正式训练，降低资源浪费。
用户按实际使用的GPU/CPU资源和训练时长付费，支持ECS按量付费和灵骏专属配额两种模式。平台方通过资源调度效率提升利润率。
将PAI-DLC封装为AI训练平台提供给企业客户，按席位或算力配额订阅收费。提供作业管理、监控、日志分析等增值功能。
基于DLC训练能力提供模型微调托管服务，客户提交数据即可获得定制化模型。整合训练、监控、部署全链路。
💬 Integration Tip
务必先完成aliyun CLI版本校验和凭据配置，并为每个API调用生成唯一session-id注入--user-agent以保障可观测性；对stop-job等高危操作需用户确认并显式提高超时重试参数。
Scored Aug 20, 2026
Cloudinary — manage images/videos, upload, transform, and search assets via REST API
提供微软产品信息、价格、订阅、技术支持及企业解决方案相关咨询与帮助。
Use when generating dance or motion-transfer videos with Alibaba Cloud Model Studio AnimateAnyone (`animate-anyone-gen2`) using a detected character image an...
Automatically batch upload modified _GM.fit files to the Blackbird Cycling web platform with login detection and upload status handling.
Upload generated artifacts from an OpenClaw workspace to an Alibaba Cloud OSS bucket using credentials from environment variables, then return a temporary si...
Check Point pioneered stateful firewall technology, providing enterprise network, cloud, and mobile security with hardware, software, and SaaS solutions glob...