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perf:model baseline result displayed in reverse order #187

Merged
merged 1 commit into from
Dec 16, 2023
Merged

perf:model baseline result displayed in reverse order #187

merged 1 commit into from
Dec 16, 2023

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junewgl
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@junewgl junewgl commented Dec 14, 2023

for example:

  • show_scores()
+---------+------------------------+--------+--------+-------+-------+--------+-------+-------+-------+
| dataset |         model          | method | prompt | etype |  easy | medium |  hard | extra |  all  |
+---------+------------------------+--------+--------+-------+-------+--------+-------+-------+-------+
|  spider | codellama-13b-instruct |  lora  | alpaca |   ex  | 0.940 | 0.789  | 0.684 | 0.404 | 0.746 |
|  spider | codellama-13b-instruct | qlora  | alpaca |   ex  | 0.940 | 0.774  | 0.626 | 0.392 | 0.727 |
|  spider | codellama-7b-instruct  |  lora  | alpaca |   ex  | 0.923 | 0.756  | 0.586 | 0.349 | 0.702 |
|  spider |     qwen-14b-chat      | qlora  | alpaca |   ex  | 0.919 | 0.744  | 0.598 | 0.367 | 0.701 |
|  spider | codellama-7b-instruct  | qlora  | alpaca |   ex  | 0.911 | 0.751  | 0.598 | 0.331 | 0.696 |
|  spider |    llama2-13b-chat     |  lora  | alpaca |   ex  | 0.907 | 0.729  | 0.552 | 0.343 | 0.680 |
|  spider |   baichuan2-13b-chat   |  lora  | alpaca |   ex  | 0.903 | 0.702  | 0.569 | 0.392 | 0.678 |
|  spider |    llama2-13b-chat     | qlora  | alpaca |   ex  | 0.911 | 0.700  | 0.552 | 0.319 | 0.664 |
|  spider |     qwen-14b-chat      |  lora  | alpaca |   ex  | 0.895 | 0.702  | 0.552 | 0.331 | 0.663 |
|  spider |      qwen-7b-chat      | qlora  | alpaca |   ex  | 0.911 | 0.675  | 0.575 | 0.343 | 0.662 |
|  spider |   baichuan2-13b-chat   | qlora  | alpaca |   ex  | 0.895 | 0.675  | 0.580 | 0.343 | 0.659 |
|  spider |      qwen-7b-chat      |  lora  | alpaca |   ex  | 0.855 | 0.688  | 0.575 | 0.331 | 0.652 |
|  spider |     llama2-7b-chat     |  lora  | alpaca |   ex  | 0.887 | 0.641  | 0.489 | 0.331 | 0.626 |
|  spider |   baichuan2-7b-chat    | qlora  | alpaca |   ex  | 0.891 | 0.637  | 0.489 | 0.331 | 0.624 |
|  spider |     llama2-7b-chat     | qlora  | alpaca |   ex  | 0.847 | 0.623  | 0.466 | 0.361 | 0.608 |
|  spider |   baichuan2-7b-chat    |  lora  | alpaca |   ex  | 0.871 | 0.630  | 0.448 | 0.295 | 0.603 |
|  spider |      chatglm3-6b       |  lora  | alpaca |   ex  | 0.855 | 0.605  | 0.477 | 0.271 |  0.59 |
|  spider |      chatglm3-6b       | qlora  | alpaca |   ex  | 0.843 | 0.603  | 0.506 | 0.211 | 0.581 |
|  spider |     qwen-14b-chat      |  base  | alpaca |   ex  | 0.871 | 0.632  | 0.368 | 0.181 | 0.573 |
|  spider | codellama-13b-instruct |  base  | alpaca |   ex  | 0.698 | 0.601  | 0.408 | 0.271 | 0.539 |
|  spider |   baichuan2-13b-chat   |  base  | alpaca |   ex  | 0.581 | 0.413  | 0.264 | 0.187 | 0.392 |
|  spider |   baichuan2-7b-chat    |  base  | alpaca |   ex  | 0.577 | 0.352  | 0.201 | 0.066 | 0.335 |
|  spider |      qwen-7b-chat      |  base  | alpaca |   ex  | 0.395 | 0.256  | 0.138 | 0.042 | 0.235 |
|  spider | codellama-7b-instruct  |  base  | alpaca |   ex  | 0.214 | 0.177  | 0.092 | 0.036 | 0.149 |
|  spider |     llama2-7b-chat     |  base  | alpaca |   ex  |   0   |   0    |   0   |   0   |   0   |
|  spider |    llama2-13b-chat     |  base  | alpaca |   ex  |   0   |   0    |   0   |   0   |   0   |
|  spider |      chatglm3-6b       |  base  | alpaca |   ex  |   0   |   0    |   0   |   0   |   0   |
|  spider |      qwen-7b-chat      | qlora  | alpaca |   em  |       |        |       |       |       |
|  spider |      qwen-7b-chat      |  lora  | alpaca |   em  |       |        |       |       |       |
|  spider |      qwen-7b-chat      |  base  | alpaca |   em  |       |        |       |       |       |
|  spider |     qwen-14b-chat      | qlora  | alpaca |   em  |       |        |       |       |       |
|  spider |     qwen-14b-chat      |  lora  | alpaca |   em  |       |        |       |       |       |
|  spider |     qwen-14b-chat      |  base  | alpaca |   em  |       |        |       |       |       |
|  spider |     llama2-7b-chat     | qlora  | alpaca |   em  |       |        |       |       |       |
|  spider |     llama2-7b-chat     |  lora  | alpaca |   em  |       |        |       |       |       |
|  spider |     llama2-7b-chat     |  base  | alpaca |   em  |       |        |       |       |       |
|  spider |    llama2-13b-chat     | qlora  | alpaca |   em  |       |        |       |       |       |
|  spider |    llama2-13b-chat     |  lora  | alpaca |   em  |       |        |       |       |       |
|  spider |    llama2-13b-chat     |  base  | alpaca |   em  |       |        |       |       |       |
|  spider | codellama-7b-instruct  | qlora  | alpaca |   em  |       |        |       |       |       |
|  spider | codellama-7b-instruct  |  lora  | alpaca |   em  |       |        |       |       |       |
|  spider | codellama-7b-instruct  |  base  | alpaca |   em  |       |        |       |       |       |
|  spider | codellama-13b-instruct | qlora  | alpaca |   em  |       |        |       |       |       |
|  spider | codellama-13b-instruct |  lora  | alpaca |   em  |       |        |       |       |       |
|  spider | codellama-13b-instruct |  base  | alpaca |   em  |       |        |       |       |       |
|  spider |      chatglm3-6b       | qlora  | alpaca |   em  |       |        |       |       |       |
|  spider |      chatglm3-6b       |  lora  | alpaca |   em  |       |        |       |       |       |
|  spider |      chatglm3-6b       |  base  | alpaca |   em  |       |        |       |       |       |
|  spider |   baichuan2-7b-chat    | qlora  | alpaca |   em  |       |        |       |       |       |
|  spider |   baichuan2-7b-chat    |  lora  | alpaca |   em  |       |        |       |       |       |
|  spider |   baichuan2-7b-chat    |  base  | alpaca |   em  |       |        |       |       |       |
|  spider |   baichuan2-13b-chat   | qlora  | alpaca |   em  |       |        |       |       |       |
|  spider |   baichuan2-13b-chat   |  lora  | alpaca |   em  |       |        |       |       |       |
|  spider |   baichuan2-13b-chat   |  base  | alpaca |   em  |       |        |       |       |       |
+---------+------------------------+--------+--------+-------+-------+--------+-------+-------+-------+

@junewgl junewgl mentioned this pull request Dec 14, 2023
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wangzaistone
wangzaistone approved these changes Dec 16, 2023
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LGTM

@wangzaistone wangzaistone merged commit 2b494be into main Dec 16, 2023
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