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gpt3.5 > gpt4 on pass rate?

Open stanpcf opened this issue 1 year ago • 1 comments

great work for tool use!!! how ever, I had some question about the result. I would be grateful if you reply~~

1. In StableToolBench I find pass rate result in https://zhichengg.github.io/stb.github.io/ show that gpt3.5 > gpt4 in DFS, any analysis on such result?

image while in `ToolBench` which is gpt4 > gpt3.5 (both react and dfs) image

2. much diff vs paper report

below is my rerun result on pass rate. image

gpt-4-turbo-preview_cot(report on github) is paper report. gpt-4-turbo-preview_cot(based data_baselines rerun), first download inference answer from https://huggingface.co/datasets/stabletoolbench/baselines, then use dir gpt-4-turbo-preview_cot run pass rate which eval-model is gpt-4-turbo-2024-04-09. which has much diff vs report. gpt-4-turbo-2024-04-09_cot, run inference via script inference_chatgpt_pipeline_virtual.sh, GPT_MODEL is gpt-4-turbo-2024-04-09. eval model is gpt-4-turbo-2024-04-09. gpt-4-turbo-2024-04-09_cot_rerun, is same as gpt-4-turbo-2024-04-09_cot but run again. which show that eval pass rate is stable.

stanpcf avatar Jun 24 '24 09:06 stanpcf

baselines https://huggingface.co/datasets/stabletoolbench/baselines file data_baselines/gpt-4-turbo-preview_dfs/G1_instruction/4505_DFS_woFilter_w2.json is broken

stanpcf avatar Jun 25 '24 12:06 stanpcf