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[Doc] Update running command in README (#1206)

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5
configs/datasets/GaokaoBench/README.md
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# GaokaoBench # GaokaoBench
```bash
python3 run.py --models hf_internlm2_7b --datasets GaokaoBench_no_subjective_gen_d21e37 --debug
python3 run.py --models hf_internlm2_chat_7b --datasets GaokaoBench_no_subjective_gen_4c31db --debug
```
## Base Models ## Base Models
| model | GaokaoBench | | model | GaokaoBench |

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configs/datasets/IFEval/README.md Normal file
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# IFEval
```bash
python3 run.py --models hf_internlm2_chat_7b --datasets IFEval_gen_3321a3 --debug
```
## Chat Models
| model | Prompt-level-strict-accuracy | Inst-level-strict-accuracy | Prompt-level-loose-accuracy | Inst-level-loose-accuracy |
|:-----------------------------:|-------------------------------:|-----------------------------:|------------------------------:|----------------------------:|
| qwen1.5-0.5b-chat-hf | 13.12 | 23.26 | 15.71 | 26.38 |
| qwen1.5-1.8b-chat-hf | 16.08 | 26.26 | 18.30 | 29.02 |
| qwen1.5-4b-chat-hf | 25.51 | 35.97 | 28.84 | 39.81 |
| qwen1.5-7b-chat-hf | 38.82 | 50.00 | 42.70 | 53.48 |
| qwen1.5-14b-chat-hf | 42.51 | 54.20 | 49.17 | 59.95 |
| qwen1.5-32b-chat-hf | 49.54 | 60.43 | 53.97 | 64.39 |
| qwen1.5-72b-chat-hf | 51.02 | 61.99 | 57.12 | 67.27 |
| qwen1.5-110b-chat-hf | 55.08 | 65.59 | 61.18 | 70.86 |
| internlm2-chat-1.8b-hf | 18.30 | 28.78 | 21.44 | 32.01 |
| internlm2-chat-1.8b-sft-hf | 18.67 | 31.18 | 19.78 | 32.85 |
| internlm2-chat-7b-hf | 34.75 | 46.28 | 40.48 | 51.44 |
| internlm2-chat-7b-sft-hf | 39.19 | 50.12 | 42.33 | 52.76 |
| internlm2-chat-20b-hf | 36.41 | 48.68 | 40.67 | 53.24 |
| internlm2-chat-20b-sft-hf | 44.55 | 55.64 | 46.77 | 58.03 |
| llama-3-8b-instruct-hf | 68.02 | 76.74 | 75.42 | 82.85 |
| llama-3-70b-instruct-hf | 78.00 | 84.65 | 84.29 | 89.21 |
| llama-3-8b-instruct-lmdeploy | 69.13 | 77.46 | 77.26 | 83.93 |
| llama-3-70b-instruct-lmdeploy | 75.97 | 82.97 | 83.18 | 88.37 |
| mistral-7b-instruct-v0.1-hf | 40.30 | 50.96 | 41.96 | 53.48 |
| mistral-7b-instruct-v0.2-hf | 49.17 | 60.43 | 51.94 | 64.03 |
| mixtral-8x7b-instruct-v0.1-hf | 50.09 | 60.67 | 55.64 | 65.83 |

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configs/datasets/TheoremQA/README.md
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# TheoremQA # TheoremQA
```bash
python3 run.py --models hf_internlm2_7b --datasets TheoremQA_5shot_gen_6f0af8 --debug
python3 run.py --models hf_internlm2_chat_7b --datasets TheoremQA_5shot_gen_6f0af8 --debug
```
## Base Models ## Base Models
| model | TheoremQA | | model | TheoremQA |

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configs/datasets/bbh/README.md
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# BBH # BBH
```bash
python3 run.py --models hf_internlm2_7b --datasets bbh_gen_98fba6 --debug
python3 run.py --models hf_internlm2_chat_7b --datasets bbh_gen_5b92b0 --debug
```
## Base Models ## Base Models
| model | bbh | | model | bbh |

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configs/datasets/ceval/README.md
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# C-Eval # C-Eval
```bash
python3 run.py --models hf_internlm2_7b --datasets ceval_internal_ppl_93e5ce --debug
python3 run.py --models hf_internlm2_chat_7b --datasets ceval_internal_gen_2daf24 --debug
```
## Base Models ## Base Models
| model | ceval-test | ceval-test-hard | ceval-test-stem | ceval-test-social-science | ceval-test-humanities | ceval-test-other | ceval-dev | ceval-dev-hard | ceval-dev-stem | ceval-dev-social-science | ceval-dev-humanities | ceval-dev-other | | model | ceval-test | ceval-test-hard | ceval-test-stem | ceval-test-social-science | ceval-test-humanities | ceval-test-other | ceval-dev | ceval-dev-hard | ceval-dev-stem | ceval-dev-social-science | ceval-dev-humanities | ceval-dev-other |

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configs/datasets/gpqa/README.md
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# GPQA # GPQA
```bash
python3 run.py --models hf_internlm2_7b --datasets gpqa_ppl_6bf57a --debug
python3 run.py --models hf_internlm2_chat_7b --datasets gpqa_gen_4baadb --debug
```
## Base Models ## Base Models
| model | GPQA_diamond | | model | GPQA_diamond |

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configs/datasets/gsm8k/README.md
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# GSM8K # GSM8K
```bash
python3 run.py --models hf_internlm2_7b --datasets gsm8k_gen_17d0dc --debug
python3 run.py --models hf_internlm2_chat_7b --datasets gsm8k_gen_1d7fe4 --debug
```
## Base Models ## Base Models
| model | gsm8k | | model | gsm8k |

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configs/datasets/hellaswag/README.md
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# HellaSwag # HellaSwag
```bash
python3 run.py --models hf_internlm2_7b --datasets hellaswag_10shot_ppl_59c85e --debug
python3 run.py --models hf_internlm2_chat_7b --datasets hellaswag_10shot_gen_e42710 --debug
```
## Base Models ## Base Models
| model | hellaswag | | model | hellaswag |

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configs/datasets/humaneval/README.md
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# HumanEval # HumanEval
```bash
python3 run.py --models hf_internlm2_7b --datasets humaneval_gen_d2537e --debug
python3 run.py --models hf_internlm2_chat_7b --datasets humaneval_gen_8e312c --debug
```
## Base Models ## Base Models
| model | pass@1 | | model | pass@1 |

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configs/datasets/math/README.md
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# MATH # MATH
```bash
python3 run.py --models hf_internlm2_7b --datasets math_4shot_base_gen_db136b --debug
python3 run.py --models hf_internlm2_chat_7b --datasets math_0shot_gen_393424 --debug
```
## Base Models ## Base Models
| model | math | | model | math |

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configs/datasets/mbpp/README.md
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# MBPP # MBPP
```bash
python3 run.py --models hf_internlm2_7b --datasets sanitized_mbpp_gen_742f0c --debug
python3 run.py --models hf_internlm2_chat_7b --datasets sanitized_mbpp_mdblock_gen_a447ff --debug
```
## Base Models ## Base Models
| model | mbpp/pass@1 | mbpp/pass | mbpp/timeout | mbpp/failed | mbpp/wrong_answer | | model | pass@1 | pass | timeout | failed | wrong_answer |
|:------------------------:|--------------:|------------:|---------------:|--------------:|--------------------:| |:------------------------:|---------:|-------:|----------:|---------:|---------------:|
| llama-7b-turbomind | 25.29 | 65 | 8 | 62 | 122 | | llama-7b-turbomind | 25.29 | 65 | 8 | 62 | 122 |
| llama-13b-turbomind | 29.96 | 77 | 4 | 74 | 102 | | llama-13b-turbomind | 29.96 | 77 | 4 | 74 | 102 |
| llama-30b-turbomind | 37.35 | 96 | 17 | 39 | 105 | | llama-30b-turbomind | 37.35 | 96 | 17 | 39 | 105 |
| llama-65b-turbomind | 45.53 | 117 | 10 | 35 | 95 | | llama-65b-turbomind | 45.53 | 117 | 10 | 35 | 95 |
| llama-2-7b-turbomind | 26.46 | 68 | 18 | 49 | 122 | | llama-2-7b-turbomind | 26.46 | 68 | 18 | 49 | 122 |
| llama-2-13b-turbomind | 36.58 | 94 | 17 | 45 | 101 | | llama-2-13b-turbomind | 36.58 | 94 | 17 | 45 | 101 |
| llama-2-70b-turbomind | 49.42 | 127 | 12 | 32 | 86 | | llama-2-70b-turbomind | 49.42 | 127 | 12 | 32 | 86 |
| llama-3-8b-turbomind | 54.86 | 141 | 11 | 22 | 83 | | llama-3-8b-turbomind | 54.86 | 141 | 11 | 22 | 83 |
| llama-3-70b-turbomind | 77.82 | 200 | 0 | 10 | 47 | | llama-3-70b-turbomind | 77.82 | 200 | 0 | 10 | 47 |
| internlm2-1.8b-turbomind | 30.74 | 79 | 10 | 61 | 107 | | internlm2-1.8b-turbomind | 30.74 | 79 | 10 | 61 | 107 |
| internlm2-7b-turbomind | 54.47 | 140 | 11 | 28 | 78 | | internlm2-7b-turbomind | 54.47 | 140 | 11 | 28 | 78 |
| internlm2-20b-turbomind | 59.92 | 154 | 6 | 31 | 66 | | internlm2-20b-turbomind | 59.92 | 154 | 6 | 31 | 66 |
| qwen-1.8b-turbomind | 2.72 | 7 | 16 | 222 | 12 | | qwen-1.8b-turbomind | 2.72 | 7 | 16 | 222 | 12 |
| qwen-7b-turbomind | 46.69 | 120 | 10 | 37 | 90 | | qwen-7b-turbomind | 46.69 | 120 | 10 | 37 | 90 |
| qwen-14b-turbomind | 55.64 | 143 | 0 | 31 | 83 | | qwen-14b-turbomind | 55.64 | 143 | 0 | 31 | 83 |
| qwen-72b-turbomind | 65.76 | 169 | 0 | 26 | 62 | | qwen-72b-turbomind | 65.76 | 169 | 0 | 26 | 62 |
| qwen1.5-0.5b-hf | 5.06 | 13 | 13 | 190 | 41 | | qwen1.5-0.5b-hf | 5.06 | 13 | 13 | 190 | 41 |
| qwen1.5-1.8b-hf | 15.95 | 41 | 19 | 124 | 73 | | qwen1.5-1.8b-hf | 15.95 | 41 | 19 | 124 | 73 |
| qwen1.5-4b-hf | 45.91 | 118 | 8 | 27 | 104 | | qwen1.5-4b-hf | 45.91 | 118 | 8 | 27 | 104 |
| qwen1.5-7b-hf | 52.14 | 134 | 11 | 24 | 88 | | qwen1.5-7b-hf | 52.14 | 134 | 11 | 24 | 88 |
| qwen1.5-14b-hf | 52.14 | 134 | 16 | 33 | 74 | | qwen1.5-14b-hf | 52.14 | 134 | 16 | 33 | 74 |
| qwen1.5-32b-hf | 59.14 | 152 | 7 | 25 | 73 | | qwen1.5-32b-hf | 59.14 | 152 | 7 | 25 | 73 |
| qwen1.5-72b-hf | 61.09 | 157 | 1 | 21 | 78 | | qwen1.5-72b-hf | 61.09 | 157 | 1 | 21 | 78 |
| qwen1.5-moe-a2-7b-hf | 47.08 | 121 | 0 | 52 | 84 | | qwen1.5-moe-a2-7b-hf | 47.08 | 121 | 0 | 52 | 84 |
| mistral-7b-v0.1-hf | 47.47 | 122 | 9 | 33 | 93 | | mistral-7b-v0.1-hf | 47.47 | 122 | 9 | 33 | 93 |
| mistral-7b-v0.2-hf | 49.81 | 128 | 9 | 27 | 93 | | mistral-7b-v0.2-hf | 49.81 | 128 | 9 | 27 | 93 |
| mixtral-8x7b-v0.1-hf | 62.65 | 161 | 10 | 13 | 73 | | mixtral-8x7b-v0.1-hf | 62.65 | 161 | 10 | 13 | 73 |
| mixtral-8x22b-v0.1-hf | 73.15 | 188 | 1 | 10 | 58 | | mixtral-8x22b-v0.1-hf | 73.15 | 188 | 1 | 10 | 58 |
| yi-6b-hf | 30.35 | 78 | 8 | 40 | 131 | | yi-6b-hf | 30.35 | 78 | 8 | 40 | 131 |
| yi-34b-hf | 48.64 | 125 | 0 | 43 | 89 | | yi-34b-hf | 48.64 | 125 | 0 | 43 | 89 |
| deepseek-7b-base-hf | 43.97 | 113 | 11 | 34 | 99 | | deepseek-7b-base-hf | 43.97 | 113 | 11 | 34 | 99 |
| deepseek-67b-base-hf | 64.98 | 167 | 0 | 24 | 66 | | deepseek-67b-base-hf | 64.98 | 167 | 0 | 24 | 66 |
## Chat Models ## Chat Models
| model | mbpp/pass@1 | mbpp/pass | mbpp/timeout | mbpp/failed | mbpp/wrong_answer | | model | pass@1 | pass | timeout | failed | wrong_answer |
|:-----------------------------:|--------------:|------------:|---------------:|--------------:|--------------------:| |:-----------------------------:|---------:|-------:|----------:|---------:|---------------:|
| qwen1.5-0.5b-chat-hf | 11.28 | 29 | 1 | 129 | 98 | | qwen1.5-0.5b-chat-hf | 11.28 | 29 | 1 | 129 | 98 |
| qwen1.5-1.8b-chat-hf | 22.57 | 58 | 2 | 70 | 127 | | qwen1.5-1.8b-chat-hf | 22.57 | 58 | 2 | 70 | 127 |
| qwen1.5-4b-chat-hf | 43.58 | 112 | 1 | 33 | 111 | | qwen1.5-4b-chat-hf | 43.58 | 112 | 1 | 33 | 111 |
| qwen1.5-7b-chat-hf | 50.58 | 130 | 0 | 35 | 92 | | qwen1.5-7b-chat-hf | 50.58 | 130 | 0 | 35 | 92 |
| qwen1.5-14b-chat-hf | 56.03 | 144 | 0 | 24 | 89 | | qwen1.5-14b-chat-hf | 56.03 | 144 | 0 | 24 | 89 |
| qwen1.5-32b-chat-hf | 65.37 | 168 | 2 | 13 | 74 | | qwen1.5-32b-chat-hf | 65.37 | 168 | 2 | 13 | 74 |
| qwen1.5-72b-chat-hf | 66.93 | 172 | 0 | 17 | 68 | | qwen1.5-72b-chat-hf | 66.93 | 172 | 0 | 17 | 68 |
| qwen1.5-110b-chat-hf | 68.48 | 176 | 0 | 16 | 65 | | qwen1.5-110b-chat-hf | 68.48 | 176 | 0 | 16 | 65 |
| internlm2-chat-1.8b-hf | 39.69 | 102 | 0 | 48 | 107 | | internlm2-chat-1.8b-hf | 39.69 | 102 | 0 | 48 | 107 |
| internlm2-chat-1.8b-sft-hf | 36.19 | 93 | 1 | 58 | 105 | | internlm2-chat-1.8b-sft-hf | 36.19 | 93 | 1 | 58 | 105 |
| internlm2-chat-7b-hf | 57.59 | 148 | 0 | 21 | 88 | | internlm2-chat-7b-hf | 57.59 | 148 | 0 | 21 | 88 |
| internlm2-chat-7b-sft-hf | 55.64 | 143 | 2 | 22 | 90 | | internlm2-chat-7b-sft-hf | 55.64 | 143 | 2 | 22 | 90 |
| internlm2-chat-20b-hf | 68.87 | 177 | 0 | 16 | 64 | | internlm2-chat-20b-hf | 68.87 | 177 | 0 | 16 | 64 |
| internlm2-chat-20b-sft-hf | 69.65 | 179 | 0 | 16 | 62 | | internlm2-chat-20b-sft-hf | 69.65 | 179 | 0 | 16 | 62 |
| llama-3-8b-instruct-hf | 68.87 | 177 | 0 | 8 | 72 | | llama-3-8b-instruct-hf | 68.87 | 177 | 0 | 8 | 72 |
| llama-3-70b-instruct-hf | 79.77 | 205 | 0 | 2 | 50 | | llama-3-70b-instruct-hf | 79.77 | 205 | 0 | 2 | 50 |
| llama-3-8b-instruct-lmdeploy | 66.93 | 172 | 0 | 7 | 78 | | llama-3-8b-instruct-lmdeploy | 66.93 | 172 | 0 | 7 | 78 |
| llama-3-70b-instruct-lmdeploy | 77.82 | 200 | 1 | 2 | 54 | | llama-3-70b-instruct-lmdeploy | 77.82 | 200 | 1 | 2 | 54 |
| mistral-7b-instruct-v0.1-hf | 47.86 | 123 | 0 | 29 | 105 | | mistral-7b-instruct-v0.1-hf | 47.86 | 123 | 0 | 29 | 105 |
| mistral-7b-instruct-v0.2-hf | 45.91 | 118 | 0 | 31 | 108 | | mistral-7b-instruct-v0.2-hf | 45.91 | 118 | 0 | 31 | 108 |
| mixtral-8x7b-instruct-v0.1-hf | 61.48 | 158 | 1 | 13 | 85 | | mixtral-8x7b-instruct-v0.1-hf | 61.48 | 158 | 1 | 13 | 85 |

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configs/datasets/mmlu/README.md
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# MMLU # MMLU
```bash
python3 run.py --models hf_internlm2_7b --datasets mmlu_ppl_ac766d --debug
python3 run.py --models hf_internlm2_chat_7b --datasets mmlu_gen_4d595a --debug
```
## Base Models ## Base Models
| model | mmlu | mmlu-stem | mmlu-social-science | mmlu-humanities | mmlu-other | | model | mmlu | mmlu-stem | mmlu-social-science | mmlu-humanities | mmlu-other |

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configs/datasets/nq/README.md
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# NQ # NQ
```bash
python3 run.py --models hf_internlm2_7b --datasets nq_open_1shot_gen_20a989 --debug
python3 run.py --models hf_internlm2_chat_7b --datasets nq_open_1shot_gen_01cf41 --debug
```
## Base Models ## Base Models
| model | nq | | model | nq |

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configs/datasets/race/README.md
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# RACE # RACE
```bash
python3 run.py --models hf_internlm2_7b --datasets race_ppl_abed12 --debug
python3 run.py --models hf_internlm2_chat_7b --datasets race_gen_69ee4f --debug
```
## Base Models ## Base Models
| model | race-high | race-middle | | model | race-high | race-middle |

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configs/datasets/triviaqa/README.md
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# TriviaQA # TriviaQA
```bash
python3 run.py --models hf_internlm2_7b --datasets triviaqa_wiki_1shot_gen_20a989 --debug
python3 run.py --models hf_internlm2_chat_7b --datasets triviaqa_wiki_1shot_gen_eaf81e --debug
```
## Base Models ## Base Models
| model | triviaqa | | model | triviaqa |

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configs/datasets/winogrande/README.md
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# WinoGrande # WinoGrande
```bash
python3 run.py --models hf_internlm2_7b --datasets winogrande_5shot_ll_252f01 --debug
python3 run.py --models hf_internlm2_chat_7b --datasets winogrande_5shot_gen_b36770 --debug
```
## Base Models ## Base Models
| model | winogrande | | model | winogrande |