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Model MT Bench EQ Bench MMLU Logic Test
GPT-4-Turbo 9.32 - - -
GPT-4 8.99 62.52 86.4 0.86
Kunoichi-DPO-v2-7B 8.51 42.18 64.94 0.58
Mixtral-8x7B-Instruct 8.30 44.81 70.6 0.75
Kunoichi-DPO-7B 8.29 41.60 64.83 0.59
Kunoichi-7B 8.14 44.32 64.9 0.58
Starling-7B 8.09 - 63.9 0.51
Claude-2 8.06 52.14 78.5 -
Silicon-Maid-7B 7.96 40.44 64.7 0.54
Loyal-Macaroni-Maid-7B 7.95 38.66 64.9 0.57
GPT-3.5-Turbo 7.94 50.28 70 0.57
Claude-1 7.9 - 77 -
Openchat-3.5 7.81 37.08 64.3 0.39
Dolphin-2.6-DPO 7.74 42.88 61.9 0.53
Zephyr-7B-beta 7.34 38.71 61.4 0.30
Llama-2-70b-chat-hf 6.86 51.56 63 -
Neural-chat-7b-v3-1 6.84 43.61 62.4 0.30
Model Average AGIEval GPT4All TruthfulQA Bigbench
Kunoichi-DPO-7B 58.4 45.08 74 66.99 47.52
Kunoichi-DPO-v2-7B 58.31 44.85 75.05 65.69 47.65
Kunoichi-7B 57.54 44.99 74.86 63.72 46.58
OpenPipe/mistral-ft-optimized-1218 56.85 44.74 75.6 59.89 47.17
Silicon-Maid-7B 56.45 44.74 74.26 61.5 45.32
mlabonne/NeuralHermes-2.5-Mistral-7B 53.51 43.67 73.24 55.37 41.76
teknium/OpenHermes-2.5-Mistral-7B 52.42 42.75 72.99 52.99 40.94
openchat/openchat_3.5 51.34 42.67 72.92 47.27 42.51
berkeley-nest/Starling-LM-7B-alpha 51.16 42.06 72.72 47.33 42.53
HuggingFaceH4/zephyr-7b-beta 50.99 37.33 71.83 55.1 39.7
Model AlpacaEval2 Length
GPT-4 23.58% 1365
GPT-4 0314 22.07% 1371
Mistral Medium 21.86% 1500
Mixtral 8x7B v0.1 18.26% 1465
Kunoichi-DPO-v2 17.19% 1785
Claude 2 17.19% 1069
Claude 16.99% 1082
Gemini Pro 16.85% 1315
GPT-4 0613 15.76% 1140
Claude 2.1 15.73% 1096
Mistral 7B v0.2 14.72% 1676
GPT 3.5 Turbo 0613 14.13% 1328
LLaMA2 Chat 70B 13.87% 1790
LMCocktail-10.7B-v1 13.15% 1203
WizardLM 13B V1.1 11.23% 1525
Zephyr 7B Beta 10.99% 1444
OpenHermes-2.5-Mistral (7B) 10.34% 1107
GPT 3.5 Turbo 0301 9.62% 827
Kunoichi-7B 9.38% 1492
GPT 3.5 Turbo 1106 9.18% 796
GPT-3.5 8.56% 1018
Phi-2 DPO 7.76% 1687
LLaMA2 Chat 13B 7.70% 1513
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