itsmostafa/llm-engineering-skills
9 skills · 242 total installs
$npx skills add itsmostafa/llm-engineering-skillsSkillInstalls
mlxRunning and fine-tuning LLMs on Apple Silicon with MLX. Use when working with models locally on Mac, converting Hugging Face models to MLX format, fine-tuning…context-engineeringStrategies for managing LLM context windows effectively in AI agents.prompt-engineeringCrafting effective prompts for LLMs. Use when designing prompts, improving output quality, structuring complex instructions, or debugging poor model responses.loraParameter-efficient fine-tuning with Low-Rank Adaptation (LoRA).pytorchBuilding and training neural networks with PyTorch. Use when implementing deep learning models, training loops, data pipelines, model optimization with…rlhfUnderstanding Reinforcement Learning from Human Feedback (RLHF) for aligning language models.agentsPatterns and architectures for building AI agents and workflows with LLMs.qloraMemory-efficient fine-tuning with 4-bit quantization and LoRA adapters.transformersLoading and using pretrained models with Hugging Face Transformers.