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Truthfulness and Informativeness on TruthfulQA

78.46TruthfulQA ScoreChatGPT
20.542435.578750.61565.6513Jul 18, 2023Jul 24, 2023Jul 30, 2023Aug 5, 2023Aug 11, 2023Aug 17, 2023Aug 24, 2023

Evaluation results

MethodLinks
ChatGPT2023.0778.46
Llama 2-ChatSize=34B2023.0767.2
LLAMA 2 CHAT 34BAlignment=Instruct (aligned), Parameters=34B2023.0867.2
Llama 2-ChatSize=70B2023.0764.14
Llama 2-ChatSize=13B2023.0762.18
LLAMA 2 CHAT 13BAlignment=Instruct (aligned), Parameters=13B2023.0862.18
Llama 2-ChatSize=7B2023.0757.04
LLAMA 2 CHAT 7BAlignment=Instruct (aligned), Parameters=7B2023.0857.04
CODE LLAMA - INSTRUCT 34BAlignment=Instruct (aligned), Parameters=34B2023.0847.37
LLAMA 2 34BAlignment=Pretrained, Parameters=34B2023.0843.45
LLAMA 2 13BAlignment=Pretrained, Parameters=13B2023.0841.86
CODE LLAMA - INSTRUCT 13BAlignment=Instruct (aligned), Parameters=13B2023.0836.84
CODE LLAMA 34BAlignment=Pretrained, Parameters=34B2023.0834.64
LLAMA 2 7BAlignment=Pretrained, Parameters=7B2023.0833.29
CODE LLAMA 13BAlignment=Pretrained, Parameters=13B2023.0833.29
CODE LLAMA - INSTRUCT 7BAlignment=Instruct (aligned), Parameters=7B2023.0831.46
MPT-instructSize=7B2023.0729.99
MPT-instruct 7BAlignment=Instruct (aligned), Parameters=7B2023.0829.99
MPT 7BAlignment=Pretrained, Parameters=7B2023.0829.13
Falcon-instructSize=7B2023.0728.03
Falcon-instruct 7BAlignment=Instruct (aligned), Parameters=7B2023.0828.03
CODE LLAMA 7BAlignment=Pretrained, Parameters=7B2023.0826.18
Falcon 7BAlignment=Pretrained, Parameters=7B2023.0825.95
StarCoder (Python) 15.5BAlignment=Pretrained, Parameters=15.5B2023.0822.77