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NVIDIA's runtime safety framework for LLM applications. Features jailbreak detection, input/output validation,...
GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16×...
Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for...
Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow...
Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings,...
Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies,...
Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations,...
Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing...
Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with...
Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making...
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Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package...
Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert...
Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with...
Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules,...
Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing...
Merge multiple fine-tuned models using mergekit to combine capabilities without retraining. Use when creating...
Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models,...
Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments...
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use...
Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR...
Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies....
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable...