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  1. results/cross_lingual/zero_shot/cross_logiqa.csv +1 -1
  2. results/cross_lingual/zero_shot/cross_logiqa_no_prompt.csv +1 -1
  3. results/cross_lingual/zero_shot/cross_mmlu.csv +1 -1
  4. results/cross_lingual/zero_shot/cross_mmlu_no_prompt.csv +1 -1
  5. results/cross_lingual/zero_shot/cross_xquad.csv +1 -1
  6. results/cross_lingual/zero_shot/cross_xquad_no_prompt.csv +1 -1
  7. results/cultural_reasoning/zero_shot/cn_eval.csv +1 -1
  8. results/cultural_reasoning/zero_shot/ph_eval.csv +1 -1
  9. results/cultural_reasoning/zero_shot/sg_eval.csv +1 -1
  10. results/cultural_reasoning/zero_shot/sg_eval_v1_cleaned.csv +1 -1
  11. results/cultural_reasoning/zero_shot/sg_eval_v2_mcq.csv +1 -1
  12. results/cultural_reasoning/zero_shot/sg_eval_v2_mcq_no_prompt.csv +1 -1
  13. results/cultural_reasoning/zero_shot/sg_eval_v2_open.csv +1 -1
  14. results/cultural_reasoning/zero_shot/us_eval.csv +1 -1
  15. results/dialogue/zero_shot/dialogsum.csv +1 -1
  16. results/dialogue/zero_shot/dream.csv +1 -1
  17. results/dialogue/zero_shot/samsum.csv +1 -1
  18. results/emotion/zero_shot/ind_emotion.csv +1 -1
  19. results/emotion/zero_shot/sst2.csv +1 -1
  20. results/flores_translation/zero_shot/ind2eng.csv +1 -1
  21. results/flores_translation/zero_shot/vie2eng.csv +1 -1
  22. results/flores_translation/zero_shot/zho2eng.csv +1 -1
  23. results/flores_translation/zero_shot/zsm2eng.csv +1 -1
  24. results/fundamental_nlp_tasks/zero_shot/c3.csv +1 -1
  25. results/fundamental_nlp_tasks/zero_shot/cola.csv +1 -1
  26. results/fundamental_nlp_tasks/zero_shot/mnli.csv +1 -1
  27. results/fundamental_nlp_tasks/zero_shot/mrpc.csv +1 -1
  28. results/fundamental_nlp_tasks/zero_shot/ocnli.csv +1 -1
  29. results/fundamental_nlp_tasks/zero_shot/qnli.csv +1 -1
  30. results/fundamental_nlp_tasks/zero_shot/qqp.csv +1 -1
  31. results/fundamental_nlp_tasks/zero_shot/rte.csv +1 -1
  32. results/fundamental_nlp_tasks/zero_shot/wnli.csv +1 -1
  33. results/general_reasoning/zero_shot/c_eval.csv +1 -1
  34. results/general_reasoning/zero_shot/cmmlu.csv +1 -1
  35. results/general_reasoning/zero_shot/indommlu.csv +1 -1
  36. results/general_reasoning/zero_shot/indommlu_no_prompt.csv +1 -1
  37. results/general_reasoning/zero_shot/mmlu.csv +1 -1
  38. results/general_reasoning/zero_shot/mmlu_no_prompt.csv +1 -1
  39. results/general_reasoning/zero_shot/zbench.csv +1 -1
results/cross_lingual/zero_shot/cross_logiqa.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.46834415584415584,0.348538961038961,0.3996561615557665,0
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  Qwen2-72B-Instruct,0.6728896103896104,0.6762987012987012,0.6745898487968579,0.75,0.8068181818181818,0.6534090909090909,0.6193181818181818,0.625,0.6534090909090909,0.6022727272727273
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  Sailor2-8B-Chat,0.5405844155844156,0.5628246753246753,0.551480408610067,0.625,0.5852272727272727,0.4943181818181818,0.5568181818181818,0.5056818181818182,0.5568181818181818,0.4602272727272727
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  Meta-Llama-3-8B-Instruct,0.4610389610389611,0.45097402597402597,0.4559509553669637,0.5965909090909091,0.48295454545454547,0.5,0.4602272727272727,0.42045454545454547,0.4034090909090909,0.36363636363636365
11
- merged_llama3_8b_sg_inst_avg_diff,0.4829545454545454,0.4952922077922078,0.48904557518459746,0.5397727272727273,0.5340909090909091,0.4772727272727273,0.5056818181818182,0.4602272727272727,0.45454545454545453,0.4090909090909091
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  Meta-Llama-3.1-70B-Instruct,0.6566558441558442,0.598051948051948,0.6259852839118454,0.7443181818181818,0.7215909090909091,0.6647727272727273,0.6534090909090909,0.6193181818181818,0.625,0.5681818181818182
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  Qwen2_5_3B_Instruct,0.4878246753246754,0.3594155844155844,0.41388918606681485,0.6079545454545454,0.6420454545454546,0.45454545454545453,0.4602272727272727,0.48295454545454547,0.42045454545454547,0.3465909090909091
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  SeaLLMs-v3-7B-Chat,0.5551948051948051,0.5142857142857142,0.5339578453833284,0.6022727272727273,0.6647727272727273,0.5738636363636364,0.5454545454545454,0.5170454545454546,0.5,0.48295454545454547
 
8
  Qwen2-72B-Instruct,0.6728896103896104,0.6762987012987012,0.6745898487968579,0.75,0.8068181818181818,0.6534090909090909,0.6193181818181818,0.625,0.6534090909090909,0.6022727272727273
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  Sailor2-8B-Chat,0.5405844155844156,0.5628246753246753,0.551480408610067,0.625,0.5852272727272727,0.4943181818181818,0.5568181818181818,0.5056818181818182,0.5568181818181818,0.4602272727272727
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  Meta-Llama-3-8B-Instruct,0.4610389610389611,0.45097402597402597,0.4559509553669637,0.5965909090909091,0.48295454545454547,0.5,0.4602272727272727,0.42045454545454547,0.4034090909090909,0.36363636363636365
11
+ MERaLiON-Llama-3-8B-Instruct,0.4829545454545454,0.4952922077922078,0.48904557518459746,0.5397727272727273,0.5340909090909091,0.4772727272727273,0.5056818181818182,0.4602272727272727,0.45454545454545453,0.4090909090909091
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  Meta-Llama-3.1-70B-Instruct,0.6566558441558442,0.598051948051948,0.6259852839118454,0.7443181818181818,0.7215909090909091,0.6647727272727273,0.6534090909090909,0.6193181818181818,0.625,0.5681818181818182
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  Qwen2_5_3B_Instruct,0.4878246753246754,0.3594155844155844,0.41388918606681485,0.6079545454545454,0.6420454545454546,0.45454545454545453,0.4602272727272727,0.48295454545454547,0.42045454545454547,0.3465909090909091
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  SeaLLMs-v3-7B-Chat,0.5551948051948051,0.5142857142857142,0.5339578453833284,0.6022727272727273,0.6647727272727273,0.5738636363636364,0.5454545454545454,0.5170454545454546,0.5,0.48295454545454547
results/cross_lingual/zero_shot/cross_logiqa_no_prompt.csv CHANGED
@@ -4,7 +4,7 @@ llama3-8b-cpt-sea-lionv2.1-instruct,0.45779220779220786,0.3751623376623376,0.412
4
  Qwen2_5_7B_Instruct,0.6047077922077922,0.47938311688311697,0.5348014705675028,0.6931818181818182,0.7102272727272727,0.6420454545454546,0.5795454545454546,0.6306818181818182,0.5340909090909091,0.4431818181818182
5
  Sailor2-8B-Chat,0.5503246753246753,0.5363636363636365,0.5432544747850031,0.6136363636363636,0.625,0.5056818181818182,0.5625,0.5113636363636364,0.5511363636363636,0.48295454545454547
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  Meta-Llama-3-8B-Instruct,0.5,0.4426948051948052,0.46960564830561785,0.6022727272727273,0.5227272727272727,0.5454545454545454,0.5056818181818182,0.4375,0.48295454545454547,0.4034090909090909
7
- merged_llama3_8b_sg_inst_avg_diff,0.5105519480519481,0.4558441558441559,0.48164954476113636,0.5909090909090909,0.5284090909090909,0.5454545454545454,0.5,0.4943181818181818,0.48863636363636365,0.42613636363636365
8
  SeaLLMs-v3-7B-Chat,0.5324675324675324,0.41266233766233773,0.46497164802104307,0.5681818181818182,0.5852272727272727,0.5738636363636364,0.5568181818181818,0.4943181818181818,0.5170454545454546,0.4318181818181818
9
  gemma-2-9b-it,0.6006493506493508,0.5753246753246755,0.587714328691409,0.6590909090909091,0.6363636363636364,0.5511363636363636,0.6022727272727273,0.5852272727272727,0.6022727272727273,0.5681818181818182
10
  gemma2-9b-cpt-sea-lionv3-instruct,0.5844155844155844,0.605844155844156,0.5949369778657175,0.6363636363636364,0.6420454545454546,0.5625,0.5681818181818182,0.5568181818181818,0.5511363636363636,0.5738636363636364
 
4
  Qwen2_5_7B_Instruct,0.6047077922077922,0.47938311688311697,0.5348014705675028,0.6931818181818182,0.7102272727272727,0.6420454545454546,0.5795454545454546,0.6306818181818182,0.5340909090909091,0.4431818181818182
5
  Sailor2-8B-Chat,0.5503246753246753,0.5363636363636365,0.5432544747850031,0.6136363636363636,0.625,0.5056818181818182,0.5625,0.5113636363636364,0.5511363636363636,0.48295454545454547
6
  Meta-Llama-3-8B-Instruct,0.5,0.4426948051948052,0.46960564830561785,0.6022727272727273,0.5227272727272727,0.5454545454545454,0.5056818181818182,0.4375,0.48295454545454547,0.4034090909090909
7
+ MERaLiON-Llama-3-8B-Instruct,0.5105519480519481,0.4558441558441559,0.48164954476113636,0.5909090909090909,0.5284090909090909,0.5454545454545454,0.5,0.4943181818181818,0.48863636363636365,0.42613636363636365
8
  SeaLLMs-v3-7B-Chat,0.5324675324675324,0.41266233766233773,0.46497164802104307,0.5681818181818182,0.5852272727272727,0.5738636363636364,0.5568181818181818,0.4943181818181818,0.5170454545454546,0.4318181818181818
9
  gemma-2-9b-it,0.6006493506493508,0.5753246753246755,0.587714328691409,0.6590909090909091,0.6363636363636364,0.5511363636363636,0.6022727272727273,0.5852272727272727,0.6022727272727273,0.5681818181818182
10
  gemma2-9b-cpt-sea-lionv3-instruct,0.5844155844155844,0.605844155844156,0.5949369778657175,0.6363636363636364,0.6420454545454546,0.5625,0.5681818181818182,0.5568181818181818,0.5511363636363636,0.5738636363636364
results/cross_lingual/zero_shot/cross_mmlu.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.5076190476190475,0.3721904761904762,0.42948154099799957,
8
  Qwen2-72B-Instruct,0.779047619047619,0.7611428571428573,0.7699911663398871,0.8133333333333334,0.7933333333333333,0.7933333333333333,0.7333333333333333,0.7666666666666667,0.78,0.7733333333333333
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  Sailor2-8B-Chat,0.6542857142857142,0.6586666666666667,0.6564688814239598,0.7133333333333334,0.6733333333333333,0.6533333333333333,0.6066666666666667,0.62,0.6466666666666666,0.6666666666666666
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  Meta-Llama-3-8B-Instruct,0.5733333333333334,0.4742857142857144,0.5191272726777197,0.7133333333333334,0.5866666666666667,0.5733333333333334,0.5866666666666667,0.5066666666666667,0.5333333333333333,0.5133333333333333
11
- merged_llama3_8b_sg_inst_avg_diff,0.5980952380952381,0.5817142857142859,0.5897910419722433,0.76,0.5866666666666667,0.6266666666666667,0.5466666666666666,0.5666666666666667,0.5533333333333333,0.5466666666666666
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  Meta-Llama-3.1-70B-Instruct,0.7638095238095238,0.7716190476190474,0.7676944251955988,0.8,0.74,0.7666666666666667,0.7666666666666667,0.76,0.7666666666666667,0.7466666666666667
13
  Qwen2_5_3B_Instruct,0.5857142857142856,0.48952380952380964,0.533316462053399,0.6933333333333334,0.6666666666666666,0.64,0.5266666666666666,0.6333333333333333,0.5466666666666666,0.3933333333333333
14
  SeaLLMs-v3-7B-Chat,0.6628571428571429,0.6135238095238095,0.6372370860992635,0.74,0.6933333333333334,0.6933333333333334,0.6466666666666666,0.68,0.6,0.5866666666666667
 
8
  Qwen2-72B-Instruct,0.779047619047619,0.7611428571428573,0.7699911663398871,0.8133333333333334,0.7933333333333333,0.7933333333333333,0.7333333333333333,0.7666666666666667,0.78,0.7733333333333333
9
  Sailor2-8B-Chat,0.6542857142857142,0.6586666666666667,0.6564688814239598,0.7133333333333334,0.6733333333333333,0.6533333333333333,0.6066666666666667,0.62,0.6466666666666666,0.6666666666666666
10
  Meta-Llama-3-8B-Instruct,0.5733333333333334,0.4742857142857144,0.5191272726777197,0.7133333333333334,0.5866666666666667,0.5733333333333334,0.5866666666666667,0.5066666666666667,0.5333333333333333,0.5133333333333333
11
+ MERaLiON-Llama-3-8B-Instruct,0.5980952380952381,0.5817142857142859,0.5897910419722433,0.76,0.5866666666666667,0.6266666666666667,0.5466666666666666,0.5666666666666667,0.5533333333333333,0.5466666666666666
12
  Meta-Llama-3.1-70B-Instruct,0.7638095238095238,0.7716190476190474,0.7676944251955988,0.8,0.74,0.7666666666666667,0.7666666666666667,0.76,0.7666666666666667,0.7466666666666667
13
  Qwen2_5_3B_Instruct,0.5857142857142856,0.48952380952380964,0.533316462053399,0.6933333333333334,0.6666666666666666,0.64,0.5266666666666666,0.6333333333333333,0.5466666666666666,0.3933333333333333
14
  SeaLLMs-v3-7B-Chat,0.6628571428571429,0.6135238095238095,0.6372370860992635,0.74,0.6933333333333334,0.6933333333333334,0.6466666666666666,0.68,0.6,0.5866666666666667
results/cross_lingual/zero_shot/cross_mmlu_no_prompt.csv CHANGED
@@ -4,7 +4,7 @@ llama3-8b-cpt-sea-lionv2.1-instruct,0.6676190476190476,0.5590476190476189,0.6085
4
  Qwen2_5_7B_Instruct,0.7742857142857141,0.6222857142857142,0.6900140284752591,0.8466666666666667,0.84,0.8266666666666667,0.74,0.7533333333333333,0.7133333333333334,0.7
5
  Sailor2-8B-Chat,0.6923809523809524,0.6592380952380954,0.6754031781322388,0.7266666666666667,0.7066666666666667,0.7133333333333334,0.6733333333333333,0.6733333333333333,0.6466666666666666,0.7066666666666667
6
  Meta-Llama-3-8B-Instruct,0.6647619047619048,0.5036190476190476,0.5730780815259353,0.7733333333333333,0.66,0.6666666666666666,0.66,0.6266666666666667,0.64,0.6266666666666667
7
- merged_llama3_8b_sg_inst_avg_diff,0.6980952380952381,0.5891428571428572,0.6390081595918414,0.8466666666666667,0.6933333333333334,0.6933333333333334,0.6933333333333334,0.7133333333333334,0.6133333333333333,0.6333333333333333
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  SeaLLMs-v3-7B-Chat,0.7342857142857142,0.5765714285714287,0.6459409639562039,0.8333333333333334,0.7266666666666667,0.7866666666666666,0.7133333333333334,0.74,0.6866666666666666,0.6533333333333333
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  gemma-2-9b-it,0.781904761904762,0.747047619047619,0.7640788528690432,0.84,0.7933333333333333,0.7866666666666666,0.7466666666666667,0.78,0.7466666666666667,0.78
10
  gemma2-9b-cpt-sea-lionv3-instruct,0.7809523809523808,0.7506666666666667,0.7655100940510849,0.8466666666666667,0.7866666666666666,0.7733333333333333,0.78,0.7933333333333333,0.7333333333333333,0.7533333333333333
 
4
  Qwen2_5_7B_Instruct,0.7742857142857141,0.6222857142857142,0.6900140284752591,0.8466666666666667,0.84,0.8266666666666667,0.74,0.7533333333333333,0.7133333333333334,0.7
5
  Sailor2-8B-Chat,0.6923809523809524,0.6592380952380954,0.6754031781322388,0.7266666666666667,0.7066666666666667,0.7133333333333334,0.6733333333333333,0.6733333333333333,0.6466666666666666,0.7066666666666667
6
  Meta-Llama-3-8B-Instruct,0.6647619047619048,0.5036190476190476,0.5730780815259353,0.7733333333333333,0.66,0.6666666666666666,0.66,0.6266666666666667,0.64,0.6266666666666667
7
+ MERaLiON-Llama-3-8B-Instruct,0.6980952380952381,0.5891428571428572,0.6390081595918414,0.8466666666666667,0.6933333333333334,0.6933333333333334,0.6933333333333334,0.7133333333333334,0.6133333333333333,0.6333333333333333
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  SeaLLMs-v3-7B-Chat,0.7342857142857142,0.5765714285714287,0.6459409639562039,0.8333333333333334,0.7266666666666667,0.7866666666666666,0.7133333333333334,0.74,0.6866666666666666,0.6533333333333333
9
  gemma-2-9b-it,0.781904761904762,0.747047619047619,0.7640788528690432,0.84,0.7933333333333333,0.7866666666666666,0.7466666666666667,0.78,0.7466666666666667,0.78
10
  gemma2-9b-cpt-sea-lionv3-instruct,0.7809523809523808,0.7506666666666667,0.7655100940510849,0.8466666666666667,0.7866666666666666,0.7733333333333333,0.78,0.7933333333333333,0.7333333333333333,0.7533333333333333
results/cross_lingual/zero_shot/cross_xquad.csv CHANGED
@@ -6,7 +6,7 @@ Qwen2_5_7B_Instruct,0.9460084033613445,0.9178571428571428,0.9317201790045005,0.9
6
  Qwen2_5_1_5B_Instruct,0.8939075630252101,0.8308823529411764,0.8612434620121144,0.9100840336134454,0.9,0.8957983193277311,0.8697478991596639,,,
7
  Qwen2-72B-Instruct,0.9613445378151261,0.9516806722689075,0.956488195931227,0.9638655462184874,0.9596638655462185,0.9596638655462185,0.9621848739495799,,,
8
  Meta-Llama-3-8B-Instruct,0.9210084033613445,0.880672268907563,0.9003888121913395,0.9411764705882353,0.9033613445378151,0.9260504201680673,0.9134453781512605,,,
9
- merged_llama3_8b_sg_inst_avg_diff,0.9369747899159664,0.8936974789915966,0.9148245940061492,0.9470588235294117,0.9218487394957983,0.9403361344537815,0.938655462184874,,,
10
  Meta-Llama-3.1-70B-Instruct,0.9615546218487395,0.9512605042016806,0.9563798632627071,0.9647058823529412,0.9512605042016806,0.9647058823529412,0.965546218487395,,,
11
  Qwen2_5_3B_Instruct,0.9378151260504202,0.8924369747899159,0.9145635113049859,0.9504201680672268,0.9327731092436975,0.9378151260504202,0.9302521008403362,,,
12
  SeaLLMs-v3-7B-Chat,0.9403361344537815,0.917016806722689,0.9285300818164836,0.9537815126050421,0.9378151260504202,0.9394957983193277,0.9302521008403362,,,
 
6
  Qwen2_5_1_5B_Instruct,0.8939075630252101,0.8308823529411764,0.8612434620121144,0.9100840336134454,0.9,0.8957983193277311,0.8697478991596639,,,
7
  Qwen2-72B-Instruct,0.9613445378151261,0.9516806722689075,0.956488195931227,0.9638655462184874,0.9596638655462185,0.9596638655462185,0.9621848739495799,,,
8
  Meta-Llama-3-8B-Instruct,0.9210084033613445,0.880672268907563,0.9003888121913395,0.9411764705882353,0.9033613445378151,0.9260504201680673,0.9134453781512605,,,
9
+ MERaLiON-Llama-3-8B-Instruct,0.9369747899159664,0.8936974789915966,0.9148245940061492,0.9470588235294117,0.9218487394957983,0.9403361344537815,0.938655462184874,,,
10
  Meta-Llama-3.1-70B-Instruct,0.9615546218487395,0.9512605042016806,0.9563798632627071,0.9647058823529412,0.9512605042016806,0.9647058823529412,0.965546218487395,,,
11
  Qwen2_5_3B_Instruct,0.9378151260504202,0.8924369747899159,0.9145635113049859,0.9504201680672268,0.9327731092436975,0.9378151260504202,0.9302521008403362,,,
12
  SeaLLMs-v3-7B-Chat,0.9403361344537815,0.917016806722689,0.9285300818164836,0.9537815126050421,0.9378151260504202,0.9394957983193277,0.9302521008403362,,,
results/cross_lingual/zero_shot/cross_xquad_no_prompt.csv CHANGED
@@ -4,7 +4,7 @@ llama3-8b-cpt-sea-lionv2.1-instruct,0.928781512605042,0.8592436974789917,0.89266
4
  Qwen2_5_7B_Instruct,0.9069327731092437,0.8264705882352941,0.8648342089942876,0.9210084033613445,0.8991596638655462,0.9092436974789916,0.8983193277310925,,,
5
  Sailor2-8B-Chat,0.9086134453781513,0.8378151260504201,0.8717792421413649,0.9252100840336135,0.8949579831932774,0.9117647058823529,0.9025210084033614,,,
6
  Meta-Llama-3-8B-Instruct,0.9117647058823529,0.8266806722689075,0.8671405721911006,0.9310924369747899,0.8848739495798319,0.9277310924369748,0.9033613445378151,,,
7
- merged_llama3_8b_sg_inst_avg_diff,0.9117647058823529,0.8266806722689075,0.8671405721911006,0.9302521008403362,0.8899159663865546,0.9210084033613445,0.9058823529411765,,,
8
  SeaLLMs-v3-7B-Chat,0.8943277310924369,0.7991596638655463,0.8440696412045011,0.9210084033613445,0.8773109243697479,0.9,0.8789915966386554,,,
9
  gemma-2-9b-it,0.8668067226890757,0.7012605042016806,0.7752949732453414,0.8773109243697479,0.8529411764705882,0.8714285714285714,0.865546218487395,,,
10
  gemma2-9b-cpt-sea-lionv3-instruct,0.9315126050420168,0.8716386554621849,0.9005815677746684,0.9453781512605042,0.9142857142857143,0.9369747899159664,0.9294117647058824,,,
 
4
  Qwen2_5_7B_Instruct,0.9069327731092437,0.8264705882352941,0.8648342089942876,0.9210084033613445,0.8991596638655462,0.9092436974789916,0.8983193277310925,,,
5
  Sailor2-8B-Chat,0.9086134453781513,0.8378151260504201,0.8717792421413649,0.9252100840336135,0.8949579831932774,0.9117647058823529,0.9025210084033614,,,
6
  Meta-Llama-3-8B-Instruct,0.9117647058823529,0.8266806722689075,0.8671405721911006,0.9310924369747899,0.8848739495798319,0.9277310924369748,0.9033613445378151,,,
7
+ MERaLiON-Llama-3-8B-Instruct,0.9117647058823529,0.8266806722689075,0.8671405721911006,0.9302521008403362,0.8899159663865546,0.9210084033613445,0.9058823529411765,,,
8
  SeaLLMs-v3-7B-Chat,0.8943277310924369,0.7991596638655463,0.8440696412045011,0.9210084033613445,0.8773109243697479,0.9,0.8789915966386554,,,
9
  gemma-2-9b-it,0.8668067226890757,0.7012605042016806,0.7752949732453414,0.8773109243697479,0.8529411764705882,0.8714285714285714,0.865546218487395,,,
10
  gemma2-9b-cpt-sea-lionv3-instruct,0.9315126050420168,0.8716386554621849,0.9005815677746684,0.9453781512605042,0.9142857142857143,0.9369747899159664,0.9294117647058824,,,
results/cultural_reasoning/zero_shot/cn_eval.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.5523809523809524
8
  Qwen2-72B-Instruct,0.8285714285714286
9
  Sailor2-8B-Chat,0.7142857142857143
10
  Meta-Llama-3-8B-Instruct,0.4666666666666667
11
- merged_llama3_8b_sg_inst_avg_diff,0.5142857142857142
12
  Meta-Llama-3.1-70B-Instruct,0.5428571428571428
13
  Qwen2_5_3B_Instruct,0.7142857142857143
14
  SeaLLMs-v3-7B-Chat,0.819047619047619
 
8
  Qwen2-72B-Instruct,0.8285714285714286
9
  Sailor2-8B-Chat,0.7142857142857143
10
  Meta-Llama-3-8B-Instruct,0.4666666666666667
11
+ MERaLiON-Llama-3-8B-Instruct,0.5142857142857142
12
  Meta-Llama-3.1-70B-Instruct,0.5428571428571428
13
  Qwen2_5_3B_Instruct,0.7142857142857143
14
  SeaLLMs-v3-7B-Chat,0.819047619047619
results/cultural_reasoning/zero_shot/ph_eval.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.37
8
  Qwen2-72B-Instruct,0.62
9
  Sailor2-8B-Chat,0.53
10
  Meta-Llama-3-8B-Instruct,0.58
11
- merged_llama3_8b_sg_inst_avg_diff,0.54
12
  Meta-Llama-3.1-70B-Instruct,0.68
13
  Qwen2_5_3B_Instruct,0.4
14
  SeaLLMs-v3-7B-Chat,0.47
 
8
  Qwen2-72B-Instruct,0.62
9
  Sailor2-8B-Chat,0.53
10
  Meta-Llama-3-8B-Instruct,0.58
11
+ MERaLiON-Llama-3-8B-Instruct,0.54
12
  Meta-Llama-3.1-70B-Instruct,0.68
13
  Qwen2_5_3B_Instruct,0.4
14
  SeaLLMs-v3-7B-Chat,0.47
results/cultural_reasoning/zero_shot/sg_eval.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.5048543689320388
8
  Qwen2-72B-Instruct,0.7378640776699029
9
  Sailor2-8B-Chat,0.6019417475728155
10
  Meta-Llama-3-8B-Instruct,0.6504854368932039
11
- merged_llama3_8b_sg_inst_avg_diff,0.6019417475728155
12
  Meta-Llama-3.1-70B-Instruct,0.7184466019417476
13
  Qwen2_5_3B_Instruct,0.6310679611650486
14
  SeaLLMs-v3-7B-Chat,0.7184466019417476
 
8
  Qwen2-72B-Instruct,0.7378640776699029
9
  Sailor2-8B-Chat,0.6019417475728155
10
  Meta-Llama-3-8B-Instruct,0.6504854368932039
11
+ MERaLiON-Llama-3-8B-Instruct,0.6019417475728155
12
  Meta-Llama-3.1-70B-Instruct,0.7184466019417476
13
  Qwen2_5_3B_Instruct,0.6310679611650486
14
  SeaLLMs-v3-7B-Chat,0.7184466019417476
results/cultural_reasoning/zero_shot/sg_eval_v1_cleaned.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.47058823529411764
8
  Qwen2-72B-Instruct,0.6764705882352942
9
  Sailor2-8B-Chat,0.5735294117647058
10
  Meta-Llama-3-8B-Instruct,0.5882352941176471
11
- merged_llama3_8b_sg_inst_avg_diff,0.5441176470588235
12
  Meta-Llama-3.1-70B-Instruct,0.6617647058823529
13
  Qwen2_5_3B_Instruct,0.5882352941176471
14
  SeaLLMs-v3-7B-Chat,0.5882352941176471
 
8
  Qwen2-72B-Instruct,0.6764705882352942
9
  Sailor2-8B-Chat,0.5735294117647058
10
  Meta-Llama-3-8B-Instruct,0.5882352941176471
11
+ MERaLiON-Llama-3-8B-Instruct,0.5441176470588235
12
  Meta-Llama-3.1-70B-Instruct,0.6617647058823529
13
  Qwen2_5_3B_Instruct,0.5882352941176471
14
  SeaLLMs-v3-7B-Chat,0.5882352941176471
results/cultural_reasoning/zero_shot/sg_eval_v2_mcq.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.6636363636363637
8
  Qwen2-72B-Instruct,0.8581818181818182
9
  Sailor2-8B-Chat,0.730909090909091
10
  Meta-Llama-3-8B-Instruct,0.7909090909090909
11
- merged_llama3_8b_sg_inst_avg_diff,0.8109090909090909
12
  Meta-Llama-3.1-70B-Instruct,0.8763636363636363
13
  Qwen2_5_3B_Instruct,0.72
14
  SeaLLMs-v3-7B-Chat,0.7909090909090909
 
8
  Qwen2-72B-Instruct,0.8581818181818182
9
  Sailor2-8B-Chat,0.730909090909091
10
  Meta-Llama-3-8B-Instruct,0.7909090909090909
11
+ MERaLiON-Llama-3-8B-Instruct,0.8109090909090909
12
  Meta-Llama-3.1-70B-Instruct,0.8763636363636363
13
  Qwen2_5_3B_Instruct,0.72
14
  SeaLLMs-v3-7B-Chat,0.7909090909090909
results/cultural_reasoning/zero_shot/sg_eval_v2_mcq_no_prompt.csv CHANGED
@@ -4,7 +4,7 @@ llama3-8b-cpt-sea-lionv2.1-instruct,0.7945454545454546
4
  Qwen2_5_7B_Instruct,0.7654545454545455
5
  Sailor2-8B-Chat,0.7145454545454546
6
  Meta-Llama-3-8B-Instruct,0.8290909090909091
7
- merged_llama3_8b_sg_inst_avg_diff,0.7854545454545454
8
  SeaLLMs-v3-7B-Chat,0.7581818181818182
9
  gemma-2-9b-it,0.7618181818181818
10
  gemma2-9b-cpt-sea-lionv3-instruct,0.7818181818181819
 
4
  Qwen2_5_7B_Instruct,0.7654545454545455
5
  Sailor2-8B-Chat,0.7145454545454546
6
  Meta-Llama-3-8B-Instruct,0.8290909090909091
7
+ MERaLiON-Llama-3-8B-Instruct,0.7854545454545454
8
  SeaLLMs-v3-7B-Chat,0.7581818181818182
9
  gemma-2-9b-it,0.7618181818181818
10
  gemma2-9b-cpt-sea-lionv3-instruct,0.7818181818181819
results/cultural_reasoning/zero_shot/sg_eval_v2_open.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,44.480000000000004
8
  Qwen2-72B-Instruct,54.080000000000005
9
  Sailor2-8B-Chat,54.36
10
  Meta-Llama-3-8B-Instruct,51.120000000000005
11
- merged_llama3_8b_sg_inst_avg_diff,49.2
12
  Meta-Llama-3.1-70B-Instruct,51.31999999999999
13
  Qwen2_5_3B_Instruct,47.24
14
  SeaLLMs-v3-7B-Chat,55.0
 
8
  Qwen2-72B-Instruct,54.080000000000005
9
  Sailor2-8B-Chat,54.36
10
  Meta-Llama-3-8B-Instruct,51.120000000000005
11
+ MERaLiON-Llama-3-8B-Instruct,49.2
12
  Meta-Llama-3.1-70B-Instruct,51.31999999999999
13
  Qwen2_5_3B_Instruct,47.24
14
  SeaLLMs-v3-7B-Chat,55.0
results/cultural_reasoning/zero_shot/us_eval.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.5981308411214953
8
  Qwen2-72B-Instruct,0.8785046728971962
9
  Sailor2-8B-Chat,0.7009345794392523
10
  Meta-Llama-3-8B-Instruct,0.7009345794392523
11
- merged_llama3_8b_sg_inst_avg_diff,0.7383177570093458
12
  Meta-Llama-3.1-70B-Instruct,0.8411214953271028
13
  Qwen2_5_3B_Instruct,0.6728971962616822
14
  SeaLLMs-v3-7B-Chat,0.6915887850467289
 
8
  Qwen2-72B-Instruct,0.8785046728971962
9
  Sailor2-8B-Chat,0.7009345794392523
10
  Meta-Llama-3-8B-Instruct,0.7009345794392523
11
+ MERaLiON-Llama-3-8B-Instruct,0.7383177570093458
12
  Meta-Llama-3.1-70B-Instruct,0.8411214953271028
13
  Qwen2_5_3B_Instruct,0.6728971962616822
14
  SeaLLMs-v3-7B-Chat,0.6915887850467289
results/dialogue/zero_shot/dialogsum.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.20263242988485167,0.30002072253966694,0.0841667023855871
8
  Qwen2-72B-Instruct,0.2183280630214023,0.316174552903144,0.10156543495268992,0.23724420120837297
9
  Sailor2-8B-Chat,0.19777087324327317,0.2970393044008424,0.07701994204737679,0.21925337328160027
10
  Meta-Llama-3-8B-Instruct,0.23978455271183616,0.33971099717559883,0.1203340311564728,0.2593086298034369
11
- merged_llama3_8b_sg_inst_avg_diff,0.25236243090492,0.3573462392196718,0.125506438977953,0.27423461451713527
12
  Meta-Llama-3.1-70B-Instruct,0.2526239717396146,0.35714386898604744,0.1258832921736473,0.27484475405914904
13
  Qwen2_5_3B_Instruct,0.22107390172674926,0.32206286484028823,0.10065030710901035,0.24050853323094928
14
  SeaLLMs-v3-7B-Chat,0.24891094210680076,0.35393482223136147,0.12172072639345373,0.27107727769558715
 
8
  Qwen2-72B-Instruct,0.2183280630214023,0.316174552903144,0.10156543495268992,0.23724420120837297
9
  Sailor2-8B-Chat,0.19777087324327317,0.2970393044008424,0.07701994204737679,0.21925337328160027
10
  Meta-Llama-3-8B-Instruct,0.23978455271183616,0.33971099717559883,0.1203340311564728,0.2593086298034369
11
+ MERaLiON-Llama-3-8B-Instruct,0.25236243090492,0.3573462392196718,0.125506438977953,0.27423461451713527
12
  Meta-Llama-3.1-70B-Instruct,0.2526239717396146,0.35714386898604744,0.1258832921736473,0.27484475405914904
13
  Qwen2_5_3B_Instruct,0.22107390172674926,0.32206286484028823,0.10065030710901035,0.24050853323094928
14
  SeaLLMs-v3-7B-Chat,0.24891094210680076,0.35393482223136147,0.12172072639345373,0.27107727769558715
results/dialogue/zero_shot/dream.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.8314551690347869
8
  Qwen2-72B-Instruct,0.9612934835864773
9
  Sailor2-8B-Chat,0.9054385105340519
10
  Meta-Llama-3-8B-Instruct,0.8946594806467418
11
- merged_llama3_8b_sg_inst_avg_diff,0.9103380695737384
12
  Meta-Llama-3.1-70B-Instruct,0.9559039686428221
13
  Qwen2_5_3B_Instruct,0.9029887310142087
14
  SeaLLMs-v3-7B-Chat,0.9265066144047036
 
8
  Qwen2-72B-Instruct,0.9612934835864773
9
  Sailor2-8B-Chat,0.9054385105340519
10
  Meta-Llama-3-8B-Instruct,0.8946594806467418
11
+ MERaLiON-Llama-3-8B-Instruct,0.9103380695737384
12
  Meta-Llama-3.1-70B-Instruct,0.9559039686428221
13
  Qwen2_5_3B_Instruct,0.9029887310142087
14
  SeaLLMs-v3-7B-Chat,0.9265066144047036
results/dialogue/zero_shot/samsum.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.2333120091694482,0.34339111721032756,0.10195887716459845
8
  Qwen2-72B-Instruct,0.2800906719573321,0.3887231369098802,0.15237661526996754,0.29917226369214855
9
  Sailor2-8B-Chat,0.23525560304744508,0.34567892481583223,0.10170204161284628,0.2583858427136568
10
  Meta-Llama-3-8B-Instruct,0.2846315092346869,0.39397110152251813,0.154320846916639,0.30560257926490364
11
- merged_llama3_8b_sg_inst_avg_diff,0.2827552959388026,0.3953429193664384,0.14797005050571224,0.30495291794425716
12
  Meta-Llama-3.1-70B-Instruct,0.28934874612070227,0.4036295731242805,0.15211190810296196,0.31230475713486433
13
  Qwen2_5_3B_Instruct,0.26935624341081515,0.380865832002109,0.13872106416227833,0.28848183406805816
14
  SeaLLMs-v3-7B-Chat,0.2959981719045788,0.4078820748825196,0.16338306782652476,0.316729373004692
 
8
  Qwen2-72B-Instruct,0.2800906719573321,0.3887231369098802,0.15237661526996754,0.29917226369214855
9
  Sailor2-8B-Chat,0.23525560304744508,0.34567892481583223,0.10170204161284628,0.2583858427136568
10
  Meta-Llama-3-8B-Instruct,0.2846315092346869,0.39397110152251813,0.154320846916639,0.30560257926490364
11
+ MERaLiON-Llama-3-8B-Instruct,0.2827552959388026,0.3953429193664384,0.14797005050571224,0.30495291794425716
12
  Meta-Llama-3.1-70B-Instruct,0.28934874612070227,0.4036295731242805,0.15211190810296196,0.31230475713486433
13
  Qwen2_5_3B_Instruct,0.26935624341081515,0.380865832002109,0.13872106416227833,0.28848183406805816
14
  SeaLLMs-v3-7B-Chat,0.2959981719045788,0.4078820748825196,0.16338306782652476,0.316729373004692
results/emotion/zero_shot/ind_emotion.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.5795454545454546
8
  Qwen2-72B-Instruct,0.675
9
  Sailor2-8B-Chat,0.7363636363636363
10
  Meta-Llama-3-8B-Instruct,0.6522727272727272
11
- merged_llama3_8b_sg_inst_avg_diff,0.7
12
  Meta-Llama-3.1-70B-Instruct,0.7159090909090909
13
  Qwen2_5_3B_Instruct,0.5522727272727272
14
  SeaLLMs-v3-7B-Chat,0.6454545454545455
 
8
  Qwen2-72B-Instruct,0.675
9
  Sailor2-8B-Chat,0.7363636363636363
10
  Meta-Llama-3-8B-Instruct,0.6522727272727272
11
+ MERaLiON-Llama-3-8B-Instruct,0.7
12
  Meta-Llama-3.1-70B-Instruct,0.7159090909090909
13
  Qwen2_5_3B_Instruct,0.5522727272727272
14
  SeaLLMs-v3-7B-Chat,0.6454545454545455
results/emotion/zero_shot/sst2.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.9231651376146789
8
  Qwen2-72B-Instruct,0.9346330275229358
9
  Sailor2-8B-Chat,0.9461009174311926
10
  Meta-Llama-3-8B-Instruct,0.8784403669724771
11
- merged_llama3_8b_sg_inst_avg_diff,0.8841743119266054
12
  Meta-Llama-3.1-70B-Instruct,0.9529816513761468
13
  Qwen2_5_3B_Instruct,0.8245412844036697
14
  SeaLLMs-v3-7B-Chat,0.9403669724770642
 
8
  Qwen2-72B-Instruct,0.9346330275229358
9
  Sailor2-8B-Chat,0.9461009174311926
10
  Meta-Llama-3-8B-Instruct,0.8784403669724771
11
+ MERaLiON-Llama-3-8B-Instruct,0.8841743119266054
12
  Meta-Llama-3.1-70B-Instruct,0.9529816513761468
13
  Qwen2_5_3B_Instruct,0.8245412844036697
14
  SeaLLMs-v3-7B-Chat,0.9403669724770642
results/flores_translation/zero_shot/ind2eng.csv CHANGED
@@ -7,7 +7,7 @@ Qwen2_5_7B_Instruct,0.36472669481333536
7
  Qwen2_5_1_5B_Instruct,0.2624938515155373
8
  Qwen2-72B-Instruct,0.4043588265556185
9
  Meta-Llama-3-8B-Instruct,0.33079891679041123
10
- merged_llama3_8b_sg_inst_avg_diff,0.38376586000725804
11
  Meta-Llama-3.1-70B-Instruct,0.43366494500251235
12
  Qwen2_5_3B_Instruct,0.3316936422167389
13
  SeaLLMs-v3-7B-Chat,0.3594829412574955
 
7
  Qwen2_5_1_5B_Instruct,0.2624938515155373
8
  Qwen2-72B-Instruct,0.4043588265556185
9
  Meta-Llama-3-8B-Instruct,0.33079891679041123
10
+ MERaLiON-Llama-3-8B-Instruct,0.38376586000725804
11
  Meta-Llama-3.1-70B-Instruct,0.43366494500251235
12
  Qwen2_5_3B_Instruct,0.3316936422167389
13
  SeaLLMs-v3-7B-Chat,0.3594829412574955
results/flores_translation/zero_shot/vie2eng.csv CHANGED
@@ -7,7 +7,7 @@ Qwen2_5_7B_Instruct,0.3027564749728372
7
  Qwen2_5_1_5B_Instruct,0.21935649300365245
8
  Qwen2-72B-Instruct,0.33005323227052946
9
  Meta-Llama-3-8B-Instruct,0.2647448190950291
10
- merged_llama3_8b_sg_inst_avg_diff,0.30900856944791294
11
  Meta-Llama-3.1-70B-Instruct,0.37244508311079816
12
  Qwen2_5_3B_Instruct,0.27312609009801636
13
  SeaLLMs-v3-7B-Chat,0.30981028289420137
 
7
  Qwen2_5_1_5B_Instruct,0.21935649300365245
8
  Qwen2-72B-Instruct,0.33005323227052946
9
  Meta-Llama-3-8B-Instruct,0.2647448190950291
10
+ MERaLiON-Llama-3-8B-Instruct,0.30900856944791294
11
  Meta-Llama-3.1-70B-Instruct,0.37244508311079816
12
  Qwen2_5_3B_Instruct,0.27312609009801636
13
  SeaLLMs-v3-7B-Chat,0.30981028289420137
results/flores_translation/zero_shot/zho2eng.csv CHANGED
@@ -7,7 +7,7 @@ Qwen2_5_7B_Instruct,0.2437311220019033
7
  Qwen2_5_1_5B_Instruct,0.18420680441018222
8
  Qwen2-72B-Instruct,0.23893268538329387
9
  Meta-Llama-3-8B-Instruct,0.199495011482748
10
- merged_llama3_8b_sg_inst_avg_diff,0.24133164017585856
11
  Meta-Llama-3.1-70B-Instruct,0.2832594176173152
12
  Qwen2_5_3B_Instruct,0.2245195134637718
13
  SeaLLMs-v3-7B-Chat,0.2516593644617717
 
7
  Qwen2_5_1_5B_Instruct,0.18420680441018222
8
  Qwen2-72B-Instruct,0.23893268538329387
9
  Meta-Llama-3-8B-Instruct,0.199495011482748
10
+ MERaLiON-Llama-3-8B-Instruct,0.24133164017585856
11
  Meta-Llama-3.1-70B-Instruct,0.2832594176173152
12
  Qwen2_5_3B_Instruct,0.2245195134637718
13
  SeaLLMs-v3-7B-Chat,0.2516593644617717
results/flores_translation/zero_shot/zsm2eng.csv CHANGED
@@ -7,7 +7,7 @@ Qwen2_5_7B_Instruct,0.3466422765302921
7
  Qwen2_5_1_5B_Instruct,0.22890805100949677
8
  Qwen2-72B-Instruct,0.40796892621611885
9
  Meta-Llama-3-8B-Instruct,0.31625368345049
10
- merged_llama3_8b_sg_inst_avg_diff,0.3729790018011108
11
  Meta-Llama-3.1-70B-Instruct,0.4462132282683508
12
  Qwen2_5_3B_Instruct,0.31056841204320457
13
  SeaLLMs-v3-7B-Chat,0.3484133510670942
 
7
  Qwen2_5_1_5B_Instruct,0.22890805100949677
8
  Qwen2-72B-Instruct,0.40796892621611885
9
  Meta-Llama-3-8B-Instruct,0.31625368345049
10
+ MERaLiON-Llama-3-8B-Instruct,0.3729790018011108
11
  Meta-Llama-3.1-70B-Instruct,0.4462132282683508
12
  Qwen2_5_3B_Instruct,0.31056841204320457
13
  SeaLLMs-v3-7B-Chat,0.3484133510670942
results/fundamental_nlp_tasks/zero_shot/c3.csv CHANGED
@@ -7,7 +7,7 @@ Qwen2_5_7B_Instruct,0.9121166791323859
7
  Qwen2_5_1_5B_Instruct,0.793941660433807
8
  Qwen2-72B-Instruct,0.9611069558713538
9
  Meta-Llama-3-8B-Instruct,0.8515332834704562
10
- merged_llama3_8b_sg_inst_avg_diff,0.8706058339566193
11
  Meta-Llama-3.1-70B-Instruct,0.9603590127150337
12
  Qwen2_5_3B_Instruct,0.8668661181750187
13
  SeaLLMs-v3-7B-Chat,0.9143605086013463
 
7
  Qwen2_5_1_5B_Instruct,0.793941660433807
8
  Qwen2-72B-Instruct,0.9611069558713538
9
  Meta-Llama-3-8B-Instruct,0.8515332834704562
10
+ MERaLiON-Llama-3-8B-Instruct,0.8706058339566193
11
  Meta-Llama-3.1-70B-Instruct,0.9603590127150337
12
  Qwen2_5_3B_Instruct,0.8668661181750187
13
  SeaLLMs-v3-7B-Chat,0.9143605086013463
results/fundamental_nlp_tasks/zero_shot/cola.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.7497603068072867
8
  Qwen2-72B-Instruct,0.8341323106423778
9
  Sailor2-8B-Chat,0.7900287631831256
10
  Meta-Llama-3-8B-Instruct,0.6548418024928092
11
- merged_llama3_8b_sg_inst_avg_diff,0.6174496644295302
12
  Meta-Llama-3.1-70B-Instruct,0.850431447746884
13
  Qwen2_5_3B_Instruct,0.6644295302013423
14
  SeaLLMs-v3-7B-Chat,0.785234899328859
 
8
  Qwen2-72B-Instruct,0.8341323106423778
9
  Sailor2-8B-Chat,0.7900287631831256
10
  Meta-Llama-3-8B-Instruct,0.6548418024928092
11
+ MERaLiON-Llama-3-8B-Instruct,0.6174496644295302
12
  Meta-Llama-3.1-70B-Instruct,0.850431447746884
13
  Qwen2_5_3B_Instruct,0.6644295302013423
14
  SeaLLMs-v3-7B-Chat,0.785234899328859
results/fundamental_nlp_tasks/zero_shot/mnli.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.6045
8
  Qwen2-72B-Instruct,0.7925
9
  Sailor2-8B-Chat,0.664
10
  Meta-Llama-3-8B-Instruct,0.546
11
- merged_llama3_8b_sg_inst_avg_diff,0.5375
12
  Meta-Llama-3.1-70B-Instruct,0.7015
13
  Qwen2_5_3B_Instruct,0.7465
14
  SeaLLMs-v3-7B-Chat,0.653
 
8
  Qwen2-72B-Instruct,0.7925
9
  Sailor2-8B-Chat,0.664
10
  Meta-Llama-3-8B-Instruct,0.546
11
+ MERaLiON-Llama-3-8B-Instruct,0.5375
12
  Meta-Llama-3.1-70B-Instruct,0.7015
13
  Qwen2_5_3B_Instruct,0.7465
14
  SeaLLMs-v3-7B-Chat,0.653
results/fundamental_nlp_tasks/zero_shot/mrpc.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.6838235294117647
8
  Qwen2-72B-Instruct,0.8063725490196079
9
  Sailor2-8B-Chat,0.7769607843137255
10
  Meta-Llama-3-8B-Instruct,0.678921568627451
11
- merged_llama3_8b_sg_inst_avg_diff,0.6274509803921569
12
  Meta-Llama-3.1-70B-Instruct,0.7696078431372549
13
  Qwen2_5_3B_Instruct,0.5661764705882353
14
  SeaLLMs-v3-7B-Chat,0.7475490196078431
 
8
  Qwen2-72B-Instruct,0.8063725490196079
9
  Sailor2-8B-Chat,0.7769607843137255
10
  Meta-Llama-3-8B-Instruct,0.678921568627451
11
+ MERaLiON-Llama-3-8B-Instruct,0.6274509803921569
12
  Meta-Llama-3.1-70B-Instruct,0.7696078431372549
13
  Qwen2_5_3B_Instruct,0.5661764705882353
14
  SeaLLMs-v3-7B-Chat,0.7475490196078431
results/fundamental_nlp_tasks/zero_shot/ocnli.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.5135593220338983
8
  Qwen2-72B-Instruct,0.7820338983050847
9
  Sailor2-8B-Chat,0.5569491525423729
10
  Meta-Llama-3-8B-Instruct,0.44033898305084745
11
- merged_llama3_8b_sg_inst_avg_diff,0.4633898305084746
12
  Meta-Llama-3.1-70B-Instruct,0.6423728813559322
13
  Qwen2_5_3B_Instruct,0.6145762711864406
14
  SeaLLMs-v3-7B-Chat,0.5698305084745763
 
8
  Qwen2-72B-Instruct,0.7820338983050847
9
  Sailor2-8B-Chat,0.5569491525423729
10
  Meta-Llama-3-8B-Instruct,0.44033898305084745
11
+ MERaLiON-Llama-3-8B-Instruct,0.4633898305084746
12
  Meta-Llama-3.1-70B-Instruct,0.6423728813559322
13
  Qwen2_5_3B_Instruct,0.6145762711864406
14
  SeaLLMs-v3-7B-Chat,0.5698305084745763
results/fundamental_nlp_tasks/zero_shot/qnli.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.6148636280431997
8
  Qwen2-72B-Instruct,0.8887058392824455
9
  Sailor2-8B-Chat,0.6822258832143511
10
  Meta-Llama-3-8B-Instruct,0.6025993044114956
11
- merged_llama3_8b_sg_inst_avg_diff,0.6522057477576423
12
  Meta-Llama-3.1-70B-Instruct,0.9026176093721399
13
  Qwen2_5_3B_Instruct,0.7645982061138569
14
  SeaLLMs-v3-7B-Chat,0.7159070107999268
 
8
  Qwen2-72B-Instruct,0.8887058392824455
9
  Sailor2-8B-Chat,0.6822258832143511
10
  Meta-Llama-3-8B-Instruct,0.6025993044114956
11
+ MERaLiON-Llama-3-8B-Instruct,0.6522057477576423
12
  Meta-Llama-3.1-70B-Instruct,0.9026176093721399
13
  Qwen2_5_3B_Instruct,0.7645982061138569
14
  SeaLLMs-v3-7B-Chat,0.7159070107999268
results/fundamental_nlp_tasks/zero_shot/qqp.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.731
8
  Qwen2-72B-Instruct,0.8065
9
  Sailor2-8B-Chat,0.8205
10
  Meta-Llama-3-8B-Instruct,0.563
11
- merged_llama3_8b_sg_inst_avg_diff,0.597
12
  Meta-Llama-3.1-70B-Instruct,0.815
13
  Qwen2_5_3B_Instruct,0.7415
14
  SeaLLMs-v3-7B-Chat,0.7625
 
8
  Qwen2-72B-Instruct,0.8065
9
  Sailor2-8B-Chat,0.8205
10
  Meta-Llama-3-8B-Instruct,0.563
11
+ MERaLiON-Llama-3-8B-Instruct,0.597
12
  Meta-Llama-3.1-70B-Instruct,0.815
13
  Qwen2_5_3B_Instruct,0.7415
14
  SeaLLMs-v3-7B-Chat,0.7625
results/fundamental_nlp_tasks/zero_shot/rte.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.703971119133574
8
  Qwen2-72B-Instruct,0.8447653429602888
9
  Sailor2-8B-Chat,0.8122743682310469
10
  Meta-Llama-3-8B-Instruct,0.6173285198555957
11
- merged_llama3_8b_sg_inst_avg_diff,0.6606498194945848
12
  Meta-Llama-3.1-70B-Instruct,0.8483754512635379
13
  Qwen2_5_3B_Instruct,0.779783393501805
14
  SeaLLMs-v3-7B-Chat,0.7870036101083032
 
8
  Qwen2-72B-Instruct,0.8447653429602888
9
  Sailor2-8B-Chat,0.8122743682310469
10
  Meta-Llama-3-8B-Instruct,0.6173285198555957
11
+ MERaLiON-Llama-3-8B-Instruct,0.6606498194945848
12
  Meta-Llama-3.1-70B-Instruct,0.8483754512635379
13
  Qwen2_5_3B_Instruct,0.779783393501805
14
  SeaLLMs-v3-7B-Chat,0.7870036101083032
results/fundamental_nlp_tasks/zero_shot/wnli.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.4647887323943662
8
  Qwen2-72B-Instruct,0.8873239436619719
9
  Sailor2-8B-Chat,0.5492957746478874
10
  Meta-Llama-3-8B-Instruct,0.4788732394366197
11
- merged_llama3_8b_sg_inst_avg_diff,0.5492957746478874
12
  Meta-Llama-3.1-70B-Instruct,0.8450704225352113
13
  Qwen2_5_3B_Instruct,0.647887323943662
14
  SeaLLMs-v3-7B-Chat,0.5915492957746479
 
8
  Qwen2-72B-Instruct,0.8873239436619719
9
  Sailor2-8B-Chat,0.5492957746478874
10
  Meta-Llama-3-8B-Instruct,0.4788732394366197
11
+ MERaLiON-Llama-3-8B-Instruct,0.5492957746478874
12
  Meta-Llama-3.1-70B-Instruct,0.8450704225352113
13
  Qwen2_5_3B_Instruct,0.647887323943662
14
  SeaLLMs-v3-7B-Chat,0.5915492957746479
results/general_reasoning/zero_shot/c_eval.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.5971357409713575
8
  Qwen2-72B-Instruct,0.8312577833125778
9
  Sailor2-8B-Chat,0.5946450809464509
10
  Meta-Llama-3-8B-Instruct,0.4775840597758406
11
- merged_llama3_8b_sg_inst_avg_diff,0.5205479452054794
12
  Meta-Llama-3.1-70B-Instruct,0.6612702366127023
13
  Qwen2_5_3B_Instruct,0.6537982565379825
14
  SeaLLMs-v3-7B-Chat,0.7658779576587795
 
8
  Qwen2-72B-Instruct,0.8312577833125778
9
  Sailor2-8B-Chat,0.5946450809464509
10
  Meta-Llama-3-8B-Instruct,0.4775840597758406
11
+ MERaLiON-Llama-3-8B-Instruct,0.5205479452054794
12
  Meta-Llama-3.1-70B-Instruct,0.6612702366127023
13
  Qwen2_5_3B_Instruct,0.6537982565379825
14
  SeaLLMs-v3-7B-Chat,0.7658779576587795
results/general_reasoning/zero_shot/cmmlu.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.5975651873596961
8
  Qwen2-72B-Instruct,0.8293904334311863
9
  Sailor2-8B-Chat,0.6416853738559835
10
  Meta-Llama-3-8B-Instruct,0.4839405974788465
11
- merged_llama3_8b_sg_inst_avg_diff,0.5171818338801588
12
  Meta-Llama-3.1-70B-Instruct,0.6814885166637886
13
  Qwen2_5_3B_Instruct,0.6621481609393887
14
  SeaLLMs-v3-7B-Chat,0.7684337765498187
 
8
  Qwen2-72B-Instruct,0.8293904334311863
9
  Sailor2-8B-Chat,0.6416853738559835
10
  Meta-Llama-3-8B-Instruct,0.4839405974788465
11
+ MERaLiON-Llama-3-8B-Instruct,0.5171818338801588
12
  Meta-Llama-3.1-70B-Instruct,0.6814885166637886
13
  Qwen2_5_3B_Instruct,0.6621481609393887
14
  SeaLLMs-v3-7B-Chat,0.7684337765498187
results/general_reasoning/zero_shot/indommlu.csv CHANGED
@@ -7,7 +7,7 @@ Qwen2_5_7B_Instruct,0.5600507376994459
7
  Qwen2_5_1_5B_Instruct,0.4295346818879765
8
  Qwen2-72B-Instruct,0.6385606515788771
9
  Meta-Llama-3-8B-Instruct,0.5264703918819681
10
- merged_llama3_8b_sg_inst_avg_diff,0.5724013619066693
11
  Meta-Llama-3.1-70B-Instruct,0.6740770411910008
12
  Qwen2_5_3B_Instruct,0.49656185326123237
13
  SeaLLMs-v3-7B-Chat,0.5267374324053675
 
7
  Qwen2_5_1_5B_Instruct,0.4295346818879765
8
  Qwen2-72B-Instruct,0.6385606515788771
9
  Meta-Llama-3-8B-Instruct,0.5264703918819681
10
+ MERaLiON-Llama-3-8B-Instruct,0.5724013619066693
11
  Meta-Llama-3.1-70B-Instruct,0.6740770411910008
12
  Qwen2_5_3B_Instruct,0.49656185326123237
13
  SeaLLMs-v3-7B-Chat,0.5267374324053675
results/general_reasoning/zero_shot/indommlu_no_prompt.csv CHANGED
@@ -4,7 +4,7 @@ llama3-8b-cpt-sea-lionv2.1-instruct,0.559516656652647
4
  Qwen2_5_7B_Instruct,0.581814540356499
5
  Sailor2-8B-Chat,0.6342212430736365
6
  Meta-Llama-3-8B-Instruct,0.537686093864744
7
- merged_llama3_8b_sg_inst_avg_diff,0.575806128580012
8
  SeaLLMs-v3-7B-Chat,0.5406235396221376
9
  gemma-2-9b-it,0.6210027371653648
10
  gemma2-9b-cpt-sea-lionv3-instruct,0.6258762267174044
 
4
  Qwen2_5_7B_Instruct,0.581814540356499
5
  Sailor2-8B-Chat,0.6342212430736365
6
  Meta-Llama-3-8B-Instruct,0.537686093864744
7
+ MERaLiON-Llama-3-8B-Instruct,0.575806128580012
8
  SeaLLMs-v3-7B-Chat,0.5406235396221376
9
  gemma-2-9b-it,0.6210027371653648
10
  gemma2-9b-cpt-sea-lionv3-instruct,0.6258762267174044
results/general_reasoning/zero_shot/mmlu.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.5646764390418305
8
  Qwen2-72B-Instruct,0.7922774401144083
9
  Sailor2-8B-Chat,0.6202359671076153
10
  Meta-Llama-3-8B-Instruct,0.6005720414730068
11
- merged_llama3_8b_sg_inst_avg_diff,0.631748301751877
12
  Meta-Llama-3.1-70B-Instruct,0.8058634250983197
13
  Qwen2_5_3B_Instruct,0.6118698605648909
14
  SeaLLMs-v3-7B-Chat,0.6670003575259207
 
8
  Qwen2-72B-Instruct,0.7922774401144083
9
  Sailor2-8B-Chat,0.6202359671076153
10
  Meta-Llama-3-8B-Instruct,0.6005720414730068
11
+ MERaLiON-Llama-3-8B-Instruct,0.631748301751877
12
  Meta-Llama-3.1-70B-Instruct,0.8058634250983197
13
  Qwen2_5_3B_Instruct,0.6118698605648909
14
  SeaLLMs-v3-7B-Chat,0.6670003575259207
results/general_reasoning/zero_shot/mmlu_no_prompt.csv CHANGED
@@ -3,7 +3,7 @@ Meta-Llama-3.1-8B-Instruct,0.7056131569538792
3
  llama3-8b-cpt-sea-lionv2.1-instruct,0.6454057919199142
4
  Qwen2_5_7B_Instruct,0.73936360386128
5
  Meta-Llama-3-8B-Instruct,0.6735788344654987
6
- merged_llama3_8b_sg_inst_avg_diff,0.6988916696460493
7
  SeaLLMs-v3-7B-Chat,0.6913836253128351
8
  gemma-2-9b-it,0.740293171254916
9
  gemma2-9b-cpt-sea-lionv3-instruct,0.7372899535216303
 
3
  llama3-8b-cpt-sea-lionv2.1-instruct,0.6454057919199142
4
  Qwen2_5_7B_Instruct,0.73936360386128
5
  Meta-Llama-3-8B-Instruct,0.6735788344654987
6
+ MERaLiON-Llama-3-8B-Instruct,0.6988916696460493
7
  SeaLLMs-v3-7B-Chat,0.6913836253128351
8
  gemma-2-9b-it,0.740293171254916
9
  gemma2-9b-cpt-sea-lionv3-instruct,0.7372899535216303
results/general_reasoning/zero_shot/zbench.csv CHANGED
@@ -8,7 +8,7 @@ Qwen2_5_1_5B_Instruct,0.42424242424242425
8
  Qwen2-72B-Instruct,0.5757575757575758
9
  Sailor2-8B-Chat,0.5151515151515151
10
  Meta-Llama-3-8B-Instruct,0.3333333333333333
11
- merged_llama3_8b_sg_inst_avg_diff,0.42424242424242425
12
  Meta-Llama-3.1-70B-Instruct,0.48484848484848486
13
  Qwen2_5_3B_Instruct,0.5757575757575758
14
  SeaLLMs-v3-7B-Chat,0.5454545454545454
 
8
  Qwen2-72B-Instruct,0.5757575757575758
9
  Sailor2-8B-Chat,0.5151515151515151
10
  Meta-Llama-3-8B-Instruct,0.3333333333333333
11
+ MERaLiON-Llama-3-8B-Instruct,0.42424242424242425
12
  Meta-Llama-3.1-70B-Instruct,0.48484848484848486
13
  Qwen2_5_3B_Instruct,0.5757575757575758
14
  SeaLLMs-v3-7B-Chat,0.5454545454545454