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Cloze-style Completion on Lambada OpenAI

75.65AccuracyBF16
-3.02617.399537.82558.2505Feb 11, 2026

Evaluation results

MethodLinks
BF16Model=Llama3-8B, A-W Quant Type=BF162026.0275.65—
BF16Model=Mistral-7B, A-W Quant Type=BF162026.0275.14—
NVFP4+PTSModel=Llama3-8B, A-W Quant Type=NVFP4+PTS2026.0274.85-0.8
BF16Model=Qwen2.5-14B, A-W Quant Type=BF162026.0274.31—
NVFP4Model=Llama3-8B, A-W Quant Type=NVFP42026.0274.21-1.44
HiF4Model=Mistral-7B, A-W Quant Type=HiF42026.0274.11-1.03
NVFP4+PTSModel=Mistral-7B, A-W Quant Type=NVFP4+PTS2026.0273.96-1.18
HiF4Model=Llama3-8B, A-W Quant Type=HiF42026.0273.76-1.89
NVFP4Model=Llama2-7B, A-W Quant Type=NVFP42026.0273.690.02
BF16Model=Llama2-7B, A-W Quant Type=BF162026.0273.67—
HiF4+HiGPTQModel=Llama2-7B, A-W Quant Type=HiF4+HiGPTQ2026.0273.66-0.01
HiF4+HiGPTQModel=Mistral-7B, A-W Quant Type=HiF4+HiGPTQ2026.0273.31-1.83
NVFP4+PTSModel=Llama2-7B, A-W Quant Type=NVFP4+PTS2026.0273.16-0.51
HiF4+HiGPTQModel=Qwen2.5-14B, A-W Quant Type=HiF4+HiGPTQ2026.0273.02-1.29
NVFP4Model=Qwen2.5-14B, A-W Quant Type=NVFP42026.0272.95-1.36
NVFP4+PTSModel=Qwen2.5-14B, A-W Quant Type=NVFP4+PTS2026.0272.87-1.44
HiF4+HiGPTQModel=Llama3-8B, A-W Quant Type=HiF4+HiGPTQ2026.0272.85-2.8
HiF4Model=Qwen2.5-14B, A-W Quant Type=HiF42026.0272.74-1.57
HiF4Model=Llama2-7B, A-W Quant Type=HiF42026.0272.65-1.02
NVFP4Model=Mistral-7B, A-W Quant Type=NVFP42026.020-75.14