Runs LLM inference on CPU, Apple Silicon, and consumer GPUs without NVIDIA hardware. Use for edge deployment,...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
7,400 skills
Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen,...
Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI,...
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when...
This skill should be used when working with LaminDB, an open-source data framework for biology that makes data...
Compress large language models using knowledge distillation from teacher to student models. Use when deploying...
21 production-ready scripts for iOS app testing, building, and automation. Provides semantic UI navigation, build...
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse...
Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations,...
Automated hypothesis generation and testing using large language models. Use this skill when generating scientific...
Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds....
This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate...
Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats,...
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic...
Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training
Post-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on...
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Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean...
This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for...
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks...
Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when...
Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors,...
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should...
Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across...