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Zero-shot Reasoning on HellaSwag

76.3Accuracy

Llama2-7B

Updated 4d 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
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
Bonsai 2024.06		47.05
Wanda-sp 2024.06		46.62
LLM-Pruner 2024.06		43.64
GPT3 2B + MaskLLM 2024.09		42.64
PG pruning 2024.06		42.44
Bonsai 2024.06		40.63
COMPOT 2026.02		39.6
SliceGPT 2024.06		37.96
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
COMPOT 2026.02		28.8
Dobi-SVD 2026.02		28.4
Wanda-sp 2024.06		26.81