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ResearchFormerly WizWand

Instruction Following on WizardLM (test)

6.87ScoreLlama-2-7B-star_instruct
0.76522.35013.9355.5199Nov 21, 2024Feb 16, 2025May 14, 2025Aug 9, 2025Nov 4, 2025Jan 30, 2026Apr 28, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Llama-2-7B-star_instructModel Scale=7B2024.116.87
Llama-2-7B-evol instructModel Scale=7B2024.116.57
Llama-2-7B-alpacaModel Scale=7B2024.115.08
JREGModel Size=3.4B, Alpha (α)=1.0, SFT=true2026.014.23
BaselineModel Size=3.4B, SFT=true2026.014.1
Pythia-1B-star_instructModel Scale=1B2024.113.9
Pythia-1B-evol_instructModel Scale=1B2024.113.55
Pythia-1B-RandomModel Scale=1B2024.113.39
Pythia-1B-IFDModel Scale=1B2024.113.21
Pythia-1B-alpacaModel Scale=1B2024.112.97
Sheared-LLaMA-1.3BModel Scale=1B2024.111.86
OPT-1.3BModel Scale=1B2024.111.64
Pythia-1BModel Scale=1B2024.111.34
OursBackbone=Mistral-7B-v0.32026.041.308
IFDBackbone=Mistral-7B-v0.32026.041.294
SelectITBackbone=Mistral-7B-v0.32026.041.281
NUGGETSBackbone=Mistral-7B-v0.32026.041.249
IFDBackbone=Llama3.1-8B2026.041.186
SelectITBackbone=Llama3.1-8B2026.041.176
OursBackbone=Llama3.1-8B2026.041.169
DEITABackbone=Mistral-7B-v0.32026.041.14
NUGGETSBackbone=Llama3.1-8B2026.041.133
DEITABackbone=Llama3.1-8B2026.041.114
FullBackbone=Llama3.1-8B2026.041
FullBackbone=Mistral-7B-v0.32026.041