Document w4096s256context_system eval (every-save context_system example)

Add SUMM w4096s256context_system (context_system example on every save)

Add LASTK nosubtract full-scale run + concatted AIME rerun

Add SUMM context noshot full-scale run + concatted AIME rerun

Add concatted AIME rerun for SUMM context / context_maybe

Add concatted AIME utils.py rerun for SUMM/LASTK (budget-clipped avg)

tokfixed: prefer extra-window encodings over generated_tokens when larger

Add tokfixed SUMM/LASTK results (full-trace generated_tokens)

Add dataset card YAML metadata

Update LFS pointers for new SUMM/LASTK jsonl files

Add README describing vLLM-tool SUMM/LASTK swaps

Replace HF LASTK w4096k256 with lastk4096 subtract

Replace HF SUMM w4096s256 with force256+context_system and add context / context_maybe ablations

Duplicate from ryzax/res