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ResearchFormerly WizWand

Language Generation on WikiText-2 (test)

3.319PerplexityOPTQ
-6.2974458.61353123.5245188.43547Jul 25, 2023Jan 7, 2024Jun 22, 2024Dec 6, 2024May 22, 2025Nov 5, 2025Apr 21, 2026
Updated 6mo ago

Evaluation results

MethodLinks
OPTQWBits=162023.073.319
QuIPWBits=162023.073.319
QuIPWBits=42023.073.531
OPTQWBits=42023.073.596
QuIPWBits=32023.073.853
OPTQWBits=32023.074.907
FP16Bits=-, Backbone=LLAMA-2-7B2026.045.47
QuIPWBits=22023.076.326
BWABits=W(1+1)A4, Backbone=LLAMA-2-7B2026.048.89
LBLLMBits=W(1+1)A4, Backbone=LLAMA-2-7B2026.049.18
CBQBits=W4A4, Backbone=LLAMA-2-7B2026.0411.32
ARB-LLMBits=W(1+1)A4, Backbone=LLAMA-2-7B2026.0419.14
BiLLMBits=W(1+1)A4, Backbone=LLAMA-2-7B2026.0432.48
QuaRotBits=W2A4, Backbone=LLAMA-2-7B2026.0449.98
OPTQWBits=22023.07123.908
BWA w/o CBits=W(1+1)A4, Backbone=LLAMA-2-7B2026.04243.73