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Zero-shot Reasoning on HellaSwag

76.3Accuracy

Llama2-7B

Updated 28d ago

Evaluation Results

Method	Links
Llama2-7B 2026.02		76.3
SliceGPT 2024.06		60.11
Dense 2024.06		57.17
LLaMA-2 7B (Dense) 2024.09		57.03
Baseline 2026.04		57
Nemotron-4 15B + MaskLLM 2024.09		55.92
LLaMA-2 13B + MaskLLM 2024.09		55.09
COMPOT 2026.02		51.8
Dobi-SVD 2026.02		51.5
LLaMA-2 7B + MaskLLM 2024.09		50.91
PG pruning 2024.06		50.34
SliceGPT 2024.06		48.91
Swift-SVD* 2026.04		48
Bonsai 2024.06		47.05
Swift-SVD 2026.04		47
Wanda-sp 2024.06		46.62
Dobi-SVD(w) 2026.04		46
SVD-LLM(W) 2026.04		45
LLM-Pruner 2024.06		43.64
GPT3 2B + MaskLLM 2024.09		42.64
PG pruning 2024.06		42.44
ASVD 2026.04		41
Bonsai 2024.06		40.63
SVD-LLM(W) 2026.04		40
COMPOT 2026.02		39.6
Swift-SVD* 2026.04		38
SliceGPT 2024.06		37.96
Swift-SVD 2026.04		37
Dobi-SVD(w) 2026.04		36
LLM-Pruner 2024.06		35.76
Wanda-sp 2024.06		35.61
Dobi-SVD 2026.02		35.4
GPT3 843M + MaskLLM 2024.09		34.65
Bonsai 2024.06		32.63
PG pruning 2024.06		30.94
LLM-Pruner 2024.06		29.74
Yat (pn+α) 2026.05		29.62
Yat (sb+ca) 2026.05		29.62
Yat (sb+α) 2026.05		29.52
Yat (pn+ca) 2026.05		29.2
GELU 2026.05		29
COMPOT 2026.02		28.8
Dobi-SVD 2026.02		28.4
Swift-SVD* 2026.04		28
Swift-SVD 2026.04		27
Wanda-sp 2024.06		26.81
Dobi-SVD(w) 2026.04		24
SVD-LLM(W) 2026.04		10
ASVD 2026.04		9
FWSVD 2026.04		8
ASVD 2026.04		8
FWSVD 2026.04		1
FWSVD 2026.04		0