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Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
31K starsJun 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add Lightning-AI/pytorch-lightningAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Self-contained Machine Learning and Natural Language Processing library in Go
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
$ npx skills add Lightning-AI/pytorch-lightning12 Weeks, 24 Lessons, AI for All!
$ npx skills add microsoft/AI-For-Beginners💫 Industrial-strength Natural Language Processing (NLP) in Python
$ npx skills add explosion/spaCy🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
$ npx skills add huggingface/datasetsImplement a ChatGPT-like LLM in PyTorch from scratch, step by step
$ npx skills add rasbt/LLMs-from-scratchOpen standard for machine learning interoperability
$ npx skills add onnx/onnxMachine Learning Systems
$ npx skills add harvard-edge/cs249r_bookTensor library for machine learning
$ npx skills add ggml-org/ggml🐍 Geometric Computer Vision Library for Spatial AI
$ npx skills add kornia/korniaSwap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.
$ npx skills add xorbitsai/inferenceWorkflow Engine for Kubernetes
$ npx skills add argoproj/argo-workflowsAI-Powered Photos App for the Decentralized Web 🌈💎✨
$ npx skills add photoprism/photoprism🧙 Build, run, and manage data pipelines for integrating and transforming data.
$ npx skills add mage-ai/mage-aiAn open source cybersecurity protocol for syncing decentralized graph data.
$ npx skills add amark/gunAI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding
$ npx skills add gorse-io/gorseContainers for machine learning
$ npx skills add replicate/cogHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Spago if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.