Duplicate: balanced-ternary K5 beats FP8 by 3.2× on L4

Code_MasterCody · reddit · 2026-10-30

Same author duplicate of the previous post (this one includes full repo and video links): TKintegers balanced-ternary K5 achieves 3.21× prefill and 3.10× decode throughput vs TorchAO FP8 on NVIDIA L4 with Qwen2.5-0.5B-Instruct.

Repo: https://github.com/CodeMasterCody3D/tkintegers

Related event: Balanced Ternary K5 Weight Scheme Beats FP8 Inference Throughput 3x(3 posts)→

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