Reserved and on-demand GPU cloud instances for ML training and inference. Use when you need dedicated GPU instances with simple SSH access, persistent filesystems, or high-performance multi-node clusters for large-scale training.
7.0
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0
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Machine Learning
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Excellent comprehensive skill for Lambda Labs GPU cloud. The description clearly communicates when to use Lambda Labs vs alternatives. SKILL.md provides thorough task knowledge covering authentication, instance launch/termination, Python API, CLI, persistent storage, multi-GPU training, and 1-Click Clusters with concrete code examples. Structure is logical with clear sections, quick start, and reference to additional files for advanced topics. The skill is moderately novel - while a CLI agent could theoretically piece together API calls from documentation, the curated workflows (fine-tuning LLMs, multi-node training), cost optimization guidance, and GPU selection tables meaningfully reduce discovery time and tokens. Minor limitation: the domain is relatively straightforward infrastructure provisioning rather than highly complex orchestration, so novelty is good but not exceptional.
zechenzhangAGI
Skill Author
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