"把 Tokenizer 视为 checkpoint ABI,用可验证的迁移契约原地扩展预训练模型词表,并守住生成质量与真实性能。"
"A practical contract for expanding a pretrained LLM tokenizer in place while preserving token identity, model quality, and real inference performance