Sequential tree generation (generate_toc_init + generate_toc_continue) is the only accurate approach. Parallel independent chunks lose hierarchy — sub-items get promoted to top-level. PageIndex-Next/ ...
Llama 3.2 3B Q4 3 GB ~2 GB Any (ARM/x86) Mid-range phones/laptops Qwen 2.5 7B Q4 6 GB ~4.5 GB x86 preferred Desktops, high-end laptops ...
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