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Dataset · Hugging Face

lilyzhng/lossless_bench

LosslessBench Testing what "lossless" speculative decoding actually loses — five domains beyond math and coding. Structure (v2, 2026-09-03) lossless500.csv is the full benchmark: 500 tasks, 100 per axis. The subset column tags the fast-iteration subset (lossless100 = 20 per axis). Task IDs are stable and prefixed by axis. Axis Prefix Source benchmark Full lossless100 Frontend Design FD OpenDesign (subset100) 100 20 Creative Writing CW EQ-Bench… See the full description on the dataset page: https://huggingface.co/datasets/lilyzhng/lossless_bench.

Author / organizationlilyzhng
License (as declared)mit
Downloads161 (as reported by Hugging Face)
Likes2
Created18 July 2026
Last updated at source4 September 2026
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