skills.homes logoskills.homescapability registry
home/categories/machine-learning/benchflow-ai-skillsbench-tasks-mhc-layer-impl-environment-skills-nanogpt-training-skill-md
cd ..
machine-learningdata-ai

nanogpt-training

Train GPT-2 scale models (~124M parameters) efficiently on a single GPU. Covers GPT-124M architecture, tokenized dataset loading (e.g., HuggingFace Hub shards), modern optimizers (Muon, AdamW), mixed precision training, and training loop implementation.

查看源碼machine-learning
benchflow-ai
maintainer
benchflow-ai
更新於 1/19/2026
星標
946
分支
244
quick start

Installation and usage

Train GPT-2 scale models (~124M parameters) efficiently on a single GPU. Covers GPT-124M architecture, tokenized dataset loading (e.g., HuggingFace Hub shards), modern optimizers (Muon, AdamW), mixed precision training, and training loop implementation.

安裝
$ install --globalskills.sh
使用

安裝後，您可以通過在終端運行以下命令來使用此技能：

skills use nanogpt-training