Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen,...
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17,525 skills
Runs LLM inference on CPU, Apple Silicon, and consumer GPUs without NVIDIA hardware. Use for edge deployment,...
Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA,...
Meta's 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - violence/hate, sexual...
Data framework for building LLM applications with RAG. Specializes in document ingestion (300+ connectors),...
Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP...
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and...
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking...
Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use...
State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV...
Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+...
Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford...
Convert various file formats (PDF, Office documents, images, audio, web content, structured data) to Markdown...
Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata...
Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export...
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external...
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use...
EU MDR 2017/745 regulation specialist and consultant for medical device requirement management. Provides...
Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts,...
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable...
Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies....
Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR...
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use...
Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments...