domains / families / research / llm-from-scratch-guide

llm-from-scratch-guide

separate

Build a ChatGPT-like LLM from scratch using PyTorch step by step

When to use

• building LLMs from scratch
• implementing attention mechanisms
• pretraining GPT models
• instruction finetuning
• text tokenization with BPE
• architecture ablation studies
• domain-specific pretraining
• tokenizer research

Skill page

Source