其他
orchestra-research/ai-research-skills
Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of architectures, or production fine-tuning with LoRA/QLoRA. Single-file implementations, no abstraction layers.
安装命令
npx skills add https://github.com/orchestra-research/ai-research-skills --skill implementing-llms-litgptLitGPT provides 20+ pretrained LLM implementations with clean, readable code and production-ready training workflows.
Installation:
pip install 'litgpt[extra]'
Load and use any model:
from litgpt import LLM
# Load pretrained model
llm = LLM.load("microsoft/phi-2")