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Natural Language Generation on PTB-XL (test)

0.539BLEU-1LLaMA-3-Instruct
0.32060.37730.4340.4907Mar 7, 2024

Evaluation results

MethodLinks
LLaMA-3-InstructSize=8B2024.030.5390.5130.4940.4670.6980.6150.7250.6464.45
LLaMA-2-InstructSize=7B2024.030.5150.4840.4690.4390.6750.5940.6980.6244.05
LLaMA-1Size=7B2024.030.5140.4850.4650.430.6780.5880.6820.6133.97
OPTSize=6.7B2024.030.5020.4770.4310.4180.6620.5680.6690.6243.94
Mistral-InstructSize=7B2024.030.5010.4810.4570.4250.6640.5920.70.6414.01
BLOOMSize=7B2024.030.4910.4620.4270.4150.6650.580.6780.6053.8
MistralSize=7B2024.030.4860.4750.4460.4210.6730.5910.6970.6343.98
GPT-JSize=6B2024.030.4850.4520.4280.4050.6560.550.6620.6133.72
GPT-NeoSize=2.7B2024.030.4740.4490.3980.3730.6020.4860.6740.5953.7
GPT-NeoXSize=20B2024.030.4690.4530.4170.3990.620.5530.6880.6223.58
GPT2-LargeSize=774M2024.030.4370.3950.3550.320.5750.4810.6520.5273.25
GPT2-MediumSize=345M2024.030.3290.2780.2540.2320.4410.3910.5610.4332.12