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results/cross_lingual/zero_shot/cross_logiqa.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.4496753246753246,0.49188311688311687,0.46
 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
 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
 Qwen2_5_3B_Instruct,0.4878246753246754,0.3594155844155844,0.41388918606681485,0.6079545454545454,0.6420454545454546,0.45454545454545453,0.4602272727272727,0.48295454545454547,0.42045454545454547,0.3465909090909091
+cross_openhermes_llama3_8b_16384_inst,0.4878246753246754,0.48051948051948057,0.4841445226527821,0.5738636363636364,0.5056818181818182,0.4943181818181818,0.4602272727272727,0.4772727272727273,0.5227272727272727,0.3806818181818182
 cross_openhermes_llama3_70b_4096_inst_2,0.6542207792207791,0.5862012987012987,0.618346089144296,0.7329545454545454,0.7045454545454546,0.6477272727272727,0.6420454545454546,0.625,0.6647727272727273,0.5625
 SeaLLMs-v3-7B-Chat,0.5551948051948051,0.5142857142857142,0.5339578453833284,0.6022727272727273,0.6647727272727273,0.5738636363636364,0.5454545454545454,0.5170454545454546,0.5,0.48295454545454547
 Qwen2_5_72B_Instruct,0.7248376623376623,0.6852272727272727,0.7044761161663122,0.8011363636363636,0.7954545454545454,0.7272727272727273,0.6704545454545454,0.7159090909090909,0.7159090909090909,0.6477272727272727
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.6306818181818182,0.6186688311688312,0.62461756988007
 Qwen2_5_14B_Instruct,0.6436688311688312,0.5938311688311688,0.6177464473895627,0.75,0.7386363636363636,0.6306818181818182,0.6420454545454546,0.6136363636363636,0.5965909090909091,0.5340909090909091
 sg_llama3_8192_8b,0.49594155844155846,0.468831168831169,0.4820054587349027,0.5795454545454546,0.48295454545454547,0.5397727272727273,0.48863636363636365,0.5,0.48295454545454547,0.3977272727272727
 sg_llama3_70b_inst,0.6217532467532468,0.5629870129870129,0.590912649920049,0.7272727272727273,0.6590909090909091,0.6477272727272727,0.6079545454545454,0.6136363636363636,0.5795454545454546,0.5170454545454546
+cross_openhermes_llama3_8b_2048_inst,0.4659090909090909,0.4407467532467531,0.452978757986988,0.5284090909090909,0.5284090909090909,0.4375,0.4659090909090909,0.4375,0.48863636363636365,0.375
 gemma-2-2b-it,0.4780844155844156,0.4448051948051948,0.46084478401384643,0.5568181818181818,0.5,0.5,0.48863636363636365,0.4375,0.4602272727272727,0.4034090909090909
 llama3-8b-cpt-sea-lionv2-instruct,0.48538961038961037,0.4472402597402597,0.46553468284769084,0.5284090909090909,0.5113636363636364,0.5227272727272727,0.5227272727272727,0.48863636363636365,0.44886363636363635,0.375
+cross_openhermes_llama3_8b_12288_inst,0.48701298701298695,0.46964285714285725,0.4781702261263516,0.5511363636363636,0.5227272727272727,0.4715909090909091,0.4772727272727273,0.4943181818181818,0.5056818181818182,0.38636363636363635
 Qwen2_5_0_5B_Instruct,0.3538961038961039,0.1978896103896103,0.25383898238962527,0.45454545454545453,0.39204545454545453,0.3465909090909091,0.375,0.3409090909090909,0.30113636363636365,0.26704545454545453
 GPT4o_0513,0.7159090909090909,0.6941558441558444,0.7048646724637749,0.7613636363636364,0.7670454545454546,0.6988636363636364,0.6988636363636364,0.7045454545454546,0.6761363636363636,0.7045454545454546
+cross_openhermes_llama3_8b_8192_inst,0.476461038961039,0.44724025974025977,0.46138845771372755,0.5454545454545454,0.4772727272727273,0.4772727272727273,0.4715909090909091,0.48863636363636365,0.48295454545454547,0.39204545454545453
 cross_openhermes_llama3_70b_4096_inst,0.6071428571428571,0.5717532467532467,0.5889168666140888,0.6988636363636364,0.6363636363636364,0.625,0.5681818181818182,0.5965909090909091,0.5965909090909091,0.5284090909090909
 cross_openhermes_llama3_8b_4096_2_inst,0.48214285714285715,0.4417207792207793,0.4610475185885475,0.5454545454545454,0.4943181818181818,0.4943181818181818,0.4602272727272727,0.48295454545454547,0.5227272727272727,0.375

results/cross_lingual/zero_shot/cross_mmlu.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.5523809523809523,0.5384761904761904,0.545
 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
 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
 Qwen2_5_3B_Instruct,0.5857142857142856,0.48952380952380964,0.533316462053399,0.6933333333333334,0.6666666666666666,0.64,0.5266666666666666,0.6333333333333333,0.5466666666666666,0.3933333333333333
+cross_openhermes_llama3_8b_16384_inst,0.5752380952380952,0.5430476190476191,0.5586795467133899,0.6866666666666666,0.5933333333333334,0.5733333333333334,0.5266666666666666,0.5666666666666667,0.5666666666666667,0.5133333333333333
 cross_openhermes_llama3_70b_4096_inst_2,0.7466666666666667,0.7828571428571428,0.7643337483933655,0.8,0.72,0.7333333333333333,0.72,0.7866666666666666,0.7466666666666667,0.72
 SeaLLMs-v3-7B-Chat,0.6628571428571429,0.6135238095238095,0.6372370860992635,0.74,0.6933333333333334,0.6933333333333334,0.6466666666666666,0.68,0.6,0.5866666666666667
 Qwen2_5_72B_Instruct,0.8123809523809525,0.8140952380952383,0.8132371917701643,0.8533333333333334,0.8333333333333334,0.84,0.7933333333333333,0.8066666666666666,0.7733333333333333,0.7866666666666666
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.758095238095238,0.7316190476190477,0.744621866597198
 Qwen2_5_14B_Instruct,0.7266666666666666,0.680952380952381,0.7030672078887086,0.78,0.7533333333333333,0.7533333333333333,0.7266666666666667,0.7466666666666667,0.68,0.6466666666666666
 sg_llama3_8192_8b,0.5876190476190476,0.5207619047619048,0.5521740766611207,0.7,0.58,0.6333333333333333,0.5466666666666666,0.5533333333333333,0.5666666666666667,0.5333333333333333
 sg_llama3_70b_inst,0.7342857142857142,0.7079999999999999,0.7209033280007295,0.82,0.6866666666666666,0.7333333333333333,0.6933333333333334,0.78,0.7266666666666667,0.7
+cross_openhermes_llama3_8b_2048_inst,0.5504761904761906,0.528,0.53900388550283,0.6733333333333333,0.5466666666666666,0.52,0.5133333333333333,0.5666666666666667,0.5466666666666666,0.4866666666666667
 gemma-2-2b-it,0.5780952380952381,0.5480000000000002,0.5626454667971265,0.7,0.5866666666666667,0.5866666666666667,0.5333333333333333,0.5666666666666667,0.5333333333333333,0.54
 llama3-8b-cpt-sea-lionv2-instruct,0.6104761904761905,0.5685714285714286,0.5887791368067445,0.72,0.6,0.6133333333333333,0.58,0.6333333333333333,0.5933333333333334,0.5333333333333333
+cross_openhermes_llama3_8b_12288_inst,0.5733333333333333,0.5337142857142858,0.5528148657449711,0.6666666666666666,0.6,0.5466666666666666,0.5333333333333333,0.5666666666666667,0.5933333333333334,0.5066666666666667
 Qwen2_5_0_5B_Instruct,0.4228571428571429,0.2436190476190476,0.3091364879297727,0.6133333333333333,0.5,0.4266666666666667,0.4066666666666667,0.3933333333333333,0.3333333333333333,0.2866666666666667
 GPT4o_0513,0.8038095238095239,0.8506666666666668,0.8265745643832277,0.8266666666666667,0.7933333333333333,0.8,0.7666666666666667,0.7933333333333333,0.8266666666666667,0.82
+cross_openhermes_llama3_8b_8192_inst,0.5676190476190476,0.5441904761904762,0.5556579129353294,0.6866666666666666,0.5533333333333333,0.54,0.5666666666666667,0.54,0.5666666666666667,0.52
 cross_openhermes_llama3_70b_4096_inst,0.7257142857142858,0.7375238095238097,0.7315713913287366,0.8,0.7066666666666667,0.7466666666666667,0.6733333333333333,0.7666666666666667,0.7333333333333333,0.6533333333333333
 cross_openhermes_llama3_8b_4096_2_inst,0.5666666666666667,0.5346666666666665,0.5502017755755465,0.6533333333333333,0.56,0.5266666666666666,0.5533333333333333,0.6,0.5533333333333333,0.52

results/cross_lingual/zero_shot/cross_xquad.csv

@@ -8,6 +8,7 @@ cross_openhermes_llama3_8b_4096_inst,0.9052521008403361,0.8705882352941177,0.887
 Meta-Llama-3-8B-Instruct,0.9210084033613445,0.880672268907563,0.9003888121913395,0.9411764705882353,0.9033613445378151,0.9260504201680673,0.9134453781512605,,,
 Meta-Llama-3.1-70B-Instruct,0.9615546218487395,0.9512605042016806,0.9563798632627071,0.9647058823529412,0.9512605042016806,0.9647058823529412,0.965546218487395,,,
 Qwen2_5_3B_Instruct,0.9378151260504202,0.8924369747899159,0.9145635113049859,0.9504201680672268,0.9327731092436975,0.9378151260504202,0.9302521008403362,,,
+cross_openhermes_llama3_8b_16384_inst,0.9283613445378152,0.8817226890756302,0.9044411705686984,0.9403361344537815,0.9201680672268907,0.926890756302521,0.9260504201680673,,,
 cross_openhermes_llama3_70b_4096_inst_2,0.959873949579832,0.9579831932773109,0.9589276393593623,0.965546218487395,0.9554621848739496,0.9621848739495799,0.9563025210084034,,,
 SeaLLMs-v3-7B-Chat,0.9403361344537815,0.917016806722689,0.9285300818164836,0.9537815126050421,0.9378151260504202,0.9394957983193277,0.9302521008403362,,,
 Qwen2_5_72B_Instruct,0.9682773109243697,0.9632352941176471,0.9657497216354985,0.9714285714285714,0.9638655462184874,0.9680672268907563,0.9697478991596639,,,
@@ -16,9 +17,12 @@ Meta-Llama-3-70B-Instruct,0.9592436974789916,0.9422268907563025,0.95065914992089
 Qwen2_5_14B_Instruct,0.9581932773109244,0.9474789915966386,0.9528060148705768,0.965546218487395,0.9529411764705882,0.9571428571428572,0.9571428571428572,,,
 sg_llama3_8192_8b,0.899579831932773,0.8611344537815127,0.8799374134072335,0.9201680672268907,0.8831932773109243,0.9117647058823529,0.8831932773109243,,,
 sg_llama3_70b_inst,0.9552521008403361,0.9453781512605042,0.9502894779607259,0.9663865546218487,0.9436974789915966,0.957983193277311,0.9529411764705882,,,
+cross_openhermes_llama3_8b_2048_inst,0.9109243697478991,0.8632352941176471,0.886438895223954,0.9277310924369748,0.9050420168067227,0.9033613445378151,0.907563025210084,,,
 gemma-2-2b-it,0.917016806722689,0.8665966386554622,0.8910940700869288,0.934453781512605,0.9025210084033614,0.9193277310924369,0.9117647058823529,,,
 llama3-8b-cpt-sea-lionv2-instruct,0.9365546218487395,0.9086134453781513,0.9223724784871395,0.9420168067226891,0.926890756302521,0.9436974789915966,0.9336134453781513,,,
+cross_openhermes_llama3_8b_12288_inst,0.9273109243697479,0.8850840336134453,0.9057055579353634,0.9394957983193277,0.9252100840336135,0.9218487394957983,0.9226890756302522,,,
 Qwen2_5_0_5B_Instruct,0.6584033613445378,0.48172268907563026,0.5563732844778362,0.692436974789916,0.673109243697479,0.653781512605042,0.6142857142857143,,,
 GPT4o_0513,0.9605042016806723,0.951890756302521,0.9561780814209724,0.965546218487395,0.9537815126050421,0.9630252100840336,0.9596638655462185,,,
+cross_openhermes_llama3_8b_8192_inst,0.9218487394957983,0.8758403361344538,0.8982557893523895,0.9336134453781513,0.9176470588235294,0.9193277310924369,0.9168067226890756,,,
 cross_openhermes_llama3_70b_4096_inst,0.9510504201680672,0.9464285714285714,0.9487338668359928,0.9621848739495799,0.9512605042016806,0.9487394957983193,0.9420168067226891,,,
 cross_openhermes_llama3_8b_4096_2_inst,0.9180672268907563,0.871218487394958,0.8940295385002202,0.9310924369747899,0.9218487394957983,0.9084033613445378,0.9109243697478991,,,

results/cultural_reasoning/zero_shot/cn_eval.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.47619047619047616
 Meta-Llama-3-8B-Instruct,0.4666666666666667
 Meta-Llama-3.1-70B-Instruct,0.5428571428571428
 Qwen2_5_3B_Instruct,0.7142857142857143
+cross_openhermes_llama3_8b_16384_inst,0.5428571428571428
 cross_openhermes_llama3_70b_4096_inst_2,0.638095238095238
 SeaLLMs-v3-7B-Chat,0.819047619047619
 Qwen2_5_72B_Instruct,0.8761904761904762
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.5333333333333333
 Qwen2_5_14B_Instruct,0.8285714285714286
 sg_llama3_8192_8b,0.47619047619047616
 sg_llama3_70b_inst,0.5523809523809524
+cross_openhermes_llama3_8b_2048_inst,0.5142857142857142
 gemma-2-2b-it,0.3619047619047619
 llama3-8b-cpt-sea-lionv2-instruct,0.49523809523809526
+cross_openhermes_llama3_8b_12288_inst,0.5523809523809524
 Qwen2_5_0_5B_Instruct,0.3619047619047619
 GPT4o_0513,0.8095238095238095
+cross_openhermes_llama3_8b_8192_inst,0.5142857142857142
 cross_openhermes_llama3_70b_4096_inst,0.6095238095238096
 cross_openhermes_llama3_8b_4096_2_inst,0.5142857142857142

results/cultural_reasoning/zero_shot/ph_eval.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.47
 Meta-Llama-3-8B-Instruct,0.58
 Meta-Llama-3.1-70B-Instruct,0.68
 Qwen2_5_3B_Instruct,0.4
+cross_openhermes_llama3_8b_16384_inst,0.52
 cross_openhermes_llama3_70b_4096_inst_2,0.66
 SeaLLMs-v3-7B-Chat,0.47
 Qwen2_5_72B_Instruct,0.72
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.63
 Qwen2_5_14B_Instruct,0.6
 sg_llama3_8192_8b,0.57
 sg_llama3_70b_inst,0.69
+cross_openhermes_llama3_8b_2048_inst,0.5
 gemma-2-2b-it,0.4
 llama3-8b-cpt-sea-lionv2-instruct,0.56
+cross_openhermes_llama3_8b_12288_inst,0.52
 Qwen2_5_0_5B_Instruct,0.27
 GPT4o_0513,0.77
+cross_openhermes_llama3_8b_8192_inst,0.48
 cross_openhermes_llama3_70b_4096_inst,0.68
 cross_openhermes_llama3_8b_4096_2_inst,0.49

results/cultural_reasoning/zero_shot/sg_eval.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.6019417475728155
 Meta-Llama-3-8B-Instruct,0.6504854368932039
 Meta-Llama-3.1-70B-Instruct,0.7184466019417476
 Qwen2_5_3B_Instruct,0.6310679611650486
+cross_openhermes_llama3_8b_16384_inst,0.6504854368932039
 cross_openhermes_llama3_70b_4096_inst_2,0.7087378640776699
 SeaLLMs-v3-7B-Chat,0.7184466019417476
 Qwen2_5_72B_Instruct,0.7669902912621359
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.7087378640776699
 Qwen2_5_14B_Instruct,0.7669902912621359
 sg_llama3_8192_8b,0.5533980582524272
 sg_llama3_70b_inst,0.6699029126213593
+cross_openhermes_llama3_8b_2048_inst,0.6116504854368932
 gemma-2-2b-it,0.5533980582524272
 llama3-8b-cpt-sea-lionv2-instruct,0.6504854368932039
+cross_openhermes_llama3_8b_12288_inst,0.6310679611650486
 Qwen2_5_0_5B_Instruct,0.4077669902912621
 GPT4o_0513,0.8446601941747572
+cross_openhermes_llama3_8b_8192_inst,0.6407766990291263
 cross_openhermes_llama3_70b_4096_inst,0.6796116504854369
 cross_openhermes_llama3_8b_4096_2_inst,0.6407766990291263

results/cultural_reasoning/zero_shot/sg_eval_v1_cleaned.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.6029411764705882
 Meta-Llama-3-8B-Instruct,0.5882352941176471
 Meta-Llama-3.1-70B-Instruct,0.6617647058823529
 Qwen2_5_3B_Instruct,0.5882352941176471
+cross_openhermes_llama3_8b_16384_inst,0.6176470588235294
 cross_openhermes_llama3_70b_4096_inst_2,0.6470588235294118
 SeaLLMs-v3-7B-Chat,0.5882352941176471
 Qwen2_5_72B_Instruct,0.7205882352941176
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.6617647058823529
 Qwen2_5_14B_Instruct,0.6911764705882353
 sg_llama3_8192_8b,0.47058823529411764
 sg_llama3_70b_inst,0.6176470588235294
+cross_openhermes_llama3_8b_2048_inst,0.6323529411764706
 gemma-2-2b-it,0.5147058823529411
 llama3-8b-cpt-sea-lionv2-instruct,0.6617647058823529
+cross_openhermes_llama3_8b_12288_inst,0.6029411764705882
 Qwen2_5_0_5B_Instruct,0.36764705882352944
 GPT4o_0513,0.8088235294117647
+cross_openhermes_llama3_8b_8192_inst,0.6176470588235294
 cross_openhermes_llama3_70b_4096_inst,0.5882352941176471
 cross_openhermes_llama3_8b_4096_2_inst,0.6029411764705882

results/cultural_reasoning/zero_shot/sg_eval_v2_mcq.csv

@@ -4,14 +4,19 @@ Qwen2_5_32B_Instruct,0.8436363636363636
 Qwen2_5_7B_Instruct,0.78
 Qwen2_5_1_5B_Instruct,0.6636363636363637
 cross_openhermes_llama3_8b_4096_inst,0.7490909090909091
+Meta-Llama-3-8B-Instruct,0.7909090909090909
 Qwen2_5_3B_Instruct,0.72
+cross_openhermes_llama3_8b_16384_inst,0.7963636363636364
 cross_openhermes_llama3_70b_4096_inst_2,0.8618181818181818
 Qwen2_5_72B_Instruct,0.8618181818181818
 Meta-Llama-3-70B-Instruct,0.8381818181818181
 Qwen2_5_14B_Instruct,0.8345454545454546
 sg_llama3_8192_8b,0.76
 sg_llama3_70b_inst,0.8436363636363636
+cross_openhermes_llama3_8b_2048_inst,0.7781818181818182
 gemma-2-2b-it,0.7163636363636363
+cross_openhermes_llama3_8b_12288_inst,0.7890909090909091
 Qwen2_5_0_5B_Instruct,0.5727272727272728
+cross_openhermes_llama3_8b_8192_inst,0.78
 cross_openhermes_llama3_70b_4096_inst,0.8381818181818181
 cross_openhermes_llama3_8b_4096_2_inst,0.7654545454545455

results/cultural_reasoning/zero_shot/sg_eval_v2_open.csv

@@ -4,14 +4,19 @@ Qwen2_5_32B_Instruct,53.2
 Qwen2_5_7B_Instruct,50.279999999999994
 Qwen2_5_1_5B_Instruct,44.480000000000004
 cross_openhermes_llama3_8b_4096_inst,51.6
+Meta-Llama-3-8B-Instruct,51.120000000000005
 Qwen2_5_3B_Instruct,47.24
+cross_openhermes_llama3_8b_16384_inst,52.44
 cross_openhermes_llama3_70b_4096_inst_2,55.8
 Qwen2_5_72B_Instruct,53.32
 Meta-Llama-3-70B-Instruct,50.599999999999994
 Qwen2_5_14B_Instruct,53.2
 sg_llama3_8192_8b,53.4
 sg_llama3_70b_inst,51.959999999999994
+cross_openhermes_llama3_8b_2048_inst,52.24
 gemma-2-2b-it,52.08
+cross_openhermes_llama3_8b_12288_inst,52.480000000000004
 Qwen2_5_0_5B_Instruct,35.28
+cross_openhermes_llama3_8b_8192_inst,53.0
 cross_openhermes_llama3_70b_4096_inst,53.2
 cross_openhermes_llama3_8b_4096_2_inst,52.28

results/cultural_reasoning/zero_shot/us_eval.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.6448598130841121
 Meta-Llama-3-8B-Instruct,0.7009345794392523
 Meta-Llama-3.1-70B-Instruct,0.8411214953271028
 Qwen2_5_3B_Instruct,0.6728971962616822
+cross_openhermes_llama3_8b_16384_inst,0.7663551401869159
 cross_openhermes_llama3_70b_4096_inst_2,0.8598130841121495
 SeaLLMs-v3-7B-Chat,0.6915887850467289
 Qwen2_5_72B_Instruct,0.8598130841121495
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.8691588785046729
 Qwen2_5_14B_Instruct,0.822429906542056
 sg_llama3_8192_8b,0.7009345794392523
 sg_llama3_70b_inst,0.8598130841121495
+cross_openhermes_llama3_8b_2048_inst,0.7102803738317757
 gemma-2-2b-it,0.6915887850467289
 llama3-8b-cpt-sea-lionv2-instruct,0.7009345794392523
+cross_openhermes_llama3_8b_12288_inst,0.7663551401869159
 Qwen2_5_0_5B_Instruct,0.37383177570093457
 GPT4o_0513,0.8691588785046729
+cross_openhermes_llama3_8b_8192_inst,0.7383177570093458
 cross_openhermes_llama3_70b_4096_inst,0.8317757009345794
 cross_openhermes_llama3_8b_4096_2_inst,0.7289719626168224

results/dialogue/zero_shot/dialogsum.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.2519360474995096,0.3481981488260775,0.132
 Meta-Llama-3-8B-Instruct,0.23978455271183616,0.33971099717559883,0.1203340311564728,0.2593086298034369
 Meta-Llama-3.1-70B-Instruct,0.2526239717396146,0.35714386898604744,0.1258832921736473,0.27484475405914904
 Qwen2_5_3B_Instruct,0.22107390172674926,0.32206286484028823,0.10065030710901035,0.24050853323094928
+cross_openhermes_llama3_8b_16384_inst,0.26804472072851154,0.3719015771017311,0.14057603944113953,0.29165654564266397
 cross_openhermes_llama3_70b_4096_inst_2,0.2696117118557506,0.3743401999085179,0.14161035346358444,0.2928845821951494
 SeaLLMs-v3-7B-Chat,0.24891094210680076,0.35393482223136147,0.12172072639345373,0.27107727769558715
 Qwen2_5_72B_Instruct,0.23460549655507293,0.3373580017785426,0.10893746645433498,0.25752102143234123
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.2557065499979308,0.36058417323628,0.1275808733778686
 Qwen2_5_14B_Instruct,0.2343478938479703,0.3386251381162625,0.10742381514017992,0.2569947282874686
 sg_llama3_8192_8b,0.2708022468830074,0.3774768588431775,0.1387436961438702,0.2961861856619747
 sg_llama3_70b_inst,0.26633840691332344,0.3692028513115729,0.1412505883866801,0.2885617810417173
+cross_openhermes_llama3_8b_2048_inst,0.26075548388204367,0.3613222112557008,0.13618000204638436,0.28476423834404585
 gemma-2-2b-it,0.2597323674875989,0.36848124762381895,0.12622684440269072,0.2844890104362872
 llama3-8b-cpt-sea-lionv2-instruct,0.25777587511641403,0.35911990072292727,0.13269121463917308,0.2815165099871418
+cross_openhermes_llama3_8b_12288_inst,0.27081377092899106,0.3746700335717668,0.1422316280821482,0.2955396511330582
 Qwen2_5_0_5B_Instruct,0.19408176276624156,0.28989753303423227,0.07842728643649079,0.21392046882800164
 GPT4o_0513,0.2375730297294346,0.3364674648846549,0.11718194476069822,0.25906967954295057
+cross_openhermes_llama3_8b_8192_inst,0.26572751013608503,0.3688173245167265,0.13924057139568077,0.2891246344958478
 cross_openhermes_llama3_70b_4096_inst,0.2727448037865066,0.3786585439052446,0.14288118221672744,0.2966946852375478
 cross_openhermes_llama3_8b_4096_2_inst,0.2606665855752626,0.3625849627075515,0.1356024730798863,0.28381232093835007

results/dialogue/zero_shot/dream.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.8613424791768741
 Meta-Llama-3-8B-Instruct,0.8946594806467418
 Meta-Llama-3.1-70B-Instruct,0.9559039686428221
 Qwen2_5_3B_Instruct,0.9029887310142087
+cross_openhermes_llama3_8b_16384_inst,0.8853503184713376
 cross_openhermes_llama3_70b_4096_inst_2,0.9549240568348849
 SeaLLMs-v3-7B-Chat,0.9265066144047036
 Qwen2_5_72B_Instruct,0.9627633512983832
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.9480646741793238
 Qwen2_5_14B_Instruct,0.9461048505634493
 sg_llama3_8192_8b,0.9103380695737384
 sg_llama3_70b_inst,0.9524742773150416
+cross_openhermes_llama3_8b_2048_inst,0.8642822146006859
 gemma-2-2b-it,0.8510534051935326
 llama3-8b-cpt-sea-lionv2-instruct,0.8858402743753062
+cross_openhermes_llama3_8b_12288_inst,0.8829005389514943
 Qwen2_5_0_5B_Instruct,0.6526212640862322
 GPT4o_0513,0.9583537481626654
+cross_openhermes_llama3_8b_8192_inst,0.8833904948554631
 cross_openhermes_llama3_70b_4096_inst,0.9514943655071043
 cross_openhermes_llama3_8b_4096_2_inst,0.876531112199902

results/dialogue/zero_shot/samsum.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.2961783902880866,0.40739117705606903,0.16
 Meta-Llama-3-8B-Instruct,0.2846315092346869,0.39397110152251813,0.154320846916639,0.30560257926490364
 Meta-Llama-3.1-70B-Instruct,0.28934874612070227,0.4036295731242805,0.15211190810296196,0.31230475713486433
 Qwen2_5_3B_Instruct,0.26935624341081515,0.380865832002109,0.13872106416227833,0.28848183406805816
+cross_openhermes_llama3_8b_16384_inst,0.3035835775124711,0.4145496028647668,0.1712406649168221,0.32496046475582435
 cross_openhermes_llama3_70b_4096_inst_2,0.31836805920341904,0.432137300473344,0.18274124314511622,0.34022563399179695
 SeaLLMs-v3-7B-Chat,0.2959981719045788,0.4078820748825196,0.16338306782652476,0.316729373004692
 Qwen2_5_72B_Instruct,0.28852247889830335,0.3996215000271418,0.15494490129237035,0.31100103537539775
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.2893525314227379,0.4030746211134018,0.15236139065578
 Qwen2_5_14B_Instruct,0.2713801253928723,0.3836253496005304,0.13683087953788298,0.2936841470402035
 sg_llama3_8192_8b,0.30740523414540055,0.4199805360695743,0.1701793607165699,0.33205580565005743
 sg_llama3_70b_inst,0.3146051103643872,0.4271361513564755,0.18238925099430264,0.33428992874238356
+cross_openhermes_llama3_8b_2048_inst,0.29349656315763506,0.4044332095677647,0.16224920209587818,0.3138072778092623
 gemma-2-2b-it,0.31118787136959813,0.4324251755711466,0.16441328335793207,0.33672515517971563
 llama3-8b-cpt-sea-lionv2-instruct,0.306997595680581,0.4214048099551701,0.1709790451938523,0.3286089318927205
+cross_openhermes_llama3_8b_12288_inst,0.30043920936284546,0.41309659421156786,0.16636483587009585,0.3218561980068726
 Qwen2_5_0_5B_Instruct,0.20766179544894214,0.3105872033328297,0.08726222085933319,0.22513596215466355
 GPT4o_0513,0.27736679291505306,0.386750207633093,0.14889081847621596,0.2964593526358502
+cross_openhermes_llama3_8b_8192_inst,0.3006064157801082,0.4136369613192758,0.16732467499775527,0.32085761102329347
 cross_openhermes_llama3_70b_4096_inst,0.32140993091581,0.43714768967090817,0.18346420469253946,0.3436178983839823
 cross_openhermes_llama3_8b_4096_2_inst,0.29120862165554934,0.40224666789707636,0.16041490437445552,0.31096429269511605

results/emotion/zero_shot/ind_emotion.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.6704545454545454
 Meta-Llama-3-8B-Instruct,0.6522727272727272
 Meta-Llama-3.1-70B-Instruct,0.7159090909090909
 Qwen2_5_3B_Instruct,0.5522727272727272
+cross_openhermes_llama3_8b_16384_inst,0.6977272727272728
 cross_openhermes_llama3_70b_4096_inst_2,0.7068181818181818
 SeaLLMs-v3-7B-Chat,0.6454545454545455
 Qwen2_5_72B_Instruct,0.7068181818181818
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.6909090909090909
 Qwen2_5_14B_Instruct,0.6954545454545454
 sg_llama3_8192_8b,0.6045454545454545
 sg_llama3_70b_inst,0.7
+cross_openhermes_llama3_8b_2048_inst,0.6636363636363637
 gemma-2-2b-it,0.6636363636363637
 llama3-8b-cpt-sea-lionv2-instruct,0.6613636363636364
+cross_openhermes_llama3_8b_12288_inst,0.7045454545454546
 Qwen2_5_0_5B_Instruct,0.37727272727272726
 GPT4o_0513,0.7068181818181818
+cross_openhermes_llama3_8b_8192_inst,0.7022727272727273
 cross_openhermes_llama3_70b_4096_inst,0.6863636363636364
 cross_openhermes_llama3_8b_4096_2_inst,0.6863636363636364

results/emotion/zero_shot/sst2.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.926605504587156
 Meta-Llama-3-8B-Instruct,0.8784403669724771
 Meta-Llama-3.1-70B-Instruct,0.9529816513761468
 Qwen2_5_3B_Instruct,0.8245412844036697
+cross_openhermes_llama3_8b_16384_inst,0.9243119266055045
 cross_openhermes_llama3_70b_4096_inst_2,0.9415137614678899
 SeaLLMs-v3-7B-Chat,0.9403669724770642
 Qwen2_5_72B_Instruct,0.9334862385321101
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.9495412844036697
 Qwen2_5_14B_Instruct,0.9311926605504587
 sg_llama3_8192_8b,0.9208715596330275
 sg_llama3_70b_inst,0.9334862385321101
+cross_openhermes_llama3_8b_2048_inst,0.9243119266055045
 gemma-2-2b-it,0.9243119266055045
 llama3-8b-cpt-sea-lionv2-instruct,0.9128440366972477
+cross_openhermes_llama3_8b_12288_inst,0.9288990825688074
 Qwen2_5_0_5B_Instruct,0.7889908256880734
 GPT4o_0513,0.9415137614678899
+cross_openhermes_llama3_8b_8192_inst,0.9254587155963303
 cross_openhermes_llama3_70b_4096_inst,0.9380733944954128
 cross_openhermes_llama3_8b_4096_2_inst,0.930045871559633

results/flores_translation/zero_shot/ind2eng.csv

@@ -7,15 +7,20 @@ cross_openhermes_llama3_8b_4096_inst,0.37782883404862155
 Meta-Llama-3-8B-Instruct,0.33079891679041123
 Meta-Llama-3.1-70B-Instruct,0.43366494500251235
 Qwen2_5_3B_Instruct,0.3316936422167389
+cross_openhermes_llama3_8b_16384_inst,0.39095982486662645
 cross_openhermes_llama3_70b_4096_inst_2,0.41785038798707536
 SeaLLMs-v3-7B-Chat,0.3594829412574955
+Qwen2_5_72B_Instruct,0.4215612766585066
 gemma-2-9b-it,0.40786563079141763
 Meta-Llama-3-70B-Instruct,0.3830092775167675
 Qwen2_5_14B_Instruct,0.3901044620348051
 sg_llama3_8192_8b,0.3758986882788705
 sg_llama3_70b_inst,0.4086440304524362
+cross_openhermes_llama3_8b_2048_inst,0.3904916300086918
 gemma-2-2b-it,0.3482500758113138
 llama3-8b-cpt-sea-lionv2-instruct,0.3916108972514423
+cross_openhermes_llama3_8b_12288_inst,0.3900675406718024
 GPT4o_0513,0.42589589086974855
+cross_openhermes_llama3_8b_8192_inst,0.3929315974686861
 cross_openhermes_llama3_70b_4096_inst,0.4206616934730876
 cross_openhermes_llama3_8b_4096_2_inst,0.38791104175399305

results/flores_translation/zero_shot/vie2eng.csv

@@ -7,15 +7,20 @@ cross_openhermes_llama3_8b_4096_inst,0.28905588559612455
 Meta-Llama-3-8B-Instruct,0.2647448190950291
 Meta-Llama-3.1-70B-Instruct,0.37244508311079816
 Qwen2_5_3B_Instruct,0.27312609009801636
+cross_openhermes_llama3_8b_16384_inst,0.2956191140783817
 cross_openhermes_llama3_70b_4096_inst_2,0.35523251361264646
 SeaLLMs-v3-7B-Chat,0.30981028289420137
+Qwen2_5_72B_Instruct,0.35733464866179004
 gemma-2-9b-it,0.3367700653885
 Meta-Llama-3-70B-Instruct,0.3230140263371192
 Qwen2_5_14B_Instruct,0.32198218156960645
 sg_llama3_8192_8b,0.3087032778607667
 sg_llama3_70b_inst,0.34258533717783785
+cross_openhermes_llama3_8b_2048_inst,0.2973194210388712
 gemma-2-2b-it,0.27518909199172303
 llama3-8b-cpt-sea-lionv2-instruct,0.327781936019637
+cross_openhermes_llama3_8b_12288_inst,0.29952664743728336
 GPT4o_0513,0.36219303373759176
+cross_openhermes_llama3_8b_8192_inst,0.29989110440173306
 cross_openhermes_llama3_70b_4096_inst,0.3538368711937718
 cross_openhermes_llama3_8b_4096_2_inst,0.2995657605717809

results/flores_translation/zero_shot/zho2eng.csv

@@ -7,15 +7,20 @@ cross_openhermes_llama3_8b_4096_inst,0.2258901846942186
 Meta-Llama-3-8B-Instruct,0.199495011482748
 Meta-Llama-3.1-70B-Instruct,0.2832594176173152
 Qwen2_5_3B_Instruct,0.2245195134637718
+cross_openhermes_llama3_8b_16384_inst,0.24205424492731104
 cross_openhermes_llama3_70b_4096_inst_2,0.272938440868618
 SeaLLMs-v3-7B-Chat,0.2516593644617717
+Qwen2_5_72B_Instruct,0.2843491241986514
 gemma-2-9b-it,0.267527968123433
 Meta-Llama-3-70B-Instruct,0.24397819518058994
 Qwen2_5_14B_Instruct,0.2627781200417998
 sg_llama3_8192_8b,0.23778397807613597
 sg_llama3_70b_inst,0.26000707510414633
+cross_openhermes_llama3_8b_2048_inst,0.23916426190948417
 gemma-2-2b-it,0.21164036008441425
 llama3-8b-cpt-sea-lionv2-instruct,0.2381535278220489
+cross_openhermes_llama3_8b_12288_inst,0.2437964546132799
 GPT4o_0513,0.27722306559544163
+cross_openhermes_llama3_8b_8192_inst,0.24473214674903845
 cross_openhermes_llama3_70b_4096_inst,0.27230844604661014
 cross_openhermes_llama3_8b_4096_2_inst,0.24086384403666913

results/flores_translation/zero_shot/zsm2eng.csv

@@ -7,15 +7,20 @@ cross_openhermes_llama3_8b_4096_inst,0.37996622288549425
 Meta-Llama-3-8B-Instruct,0.31625368345049
 Meta-Llama-3.1-70B-Instruct,0.4462132282683508
 Qwen2_5_3B_Instruct,0.31056841204320457
+cross_openhermes_llama3_8b_16384_inst,0.3958514861574909
 cross_openhermes_llama3_70b_4096_inst_2,0.439568878723126
 SeaLLMs-v3-7B-Chat,0.3484133510670942
+Qwen2_5_72B_Instruct,0.4237666988692159
 gemma-2-9b-it,0.4234100394581857
 Meta-Llama-3-70B-Instruct,0.3957287030176054
 Qwen2_5_14B_Instruct,0.3841042767934729
 sg_llama3_8192_8b,0.376818225699898
 sg_llama3_70b_inst,0.4163761508073963
+cross_openhermes_llama3_8b_2048_inst,0.3904643635616676
 gemma-2-2b-it,0.33737270487369614
 llama3-8b-cpt-sea-lionv2-instruct,0.38799258214381604
+cross_openhermes_llama3_8b_12288_inst,0.39589080400186966
 GPT4o_0513,0.451496635720668
+cross_openhermes_llama3_8b_8192_inst,0.39476822018254265
 cross_openhermes_llama3_70b_4096_inst,0.43447247409976697
 cross_openhermes_llama3_8b_4096_2_inst,0.3909715760518667

results/fundamental_nlp_tasks/zero_shot/c3.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.7718773373223635
 Meta-Llama-3-8B-Instruct,0.8515332834704562
 Meta-Llama-3.1-70B-Instruct,0.9603590127150337
 Qwen2_5_3B_Instruct,0.8668661181750187
+cross_openhermes_llama3_8b_16384_inst,0.8477935676888556
 cross_openhermes_llama3_70b_4096_inst_2,0.9420344053851907
 SeaLLMs-v3-7B-Chat,0.9143605086013463
 Qwen2_5_72B_Instruct,0.9596110695587136
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.9521316379955124
 Qwen2_5_14B_Instruct,0.9502617801047121
 sg_llama3_8192_8b,0.8051608077786089
 sg_llama3_70b_inst,0.9289454001495886
+cross_openhermes_llama3_8b_2048_inst,0.8167539267015707
 gemma-2-2b-it,0.7700074794315632
 llama3-8b-cpt-sea-lionv2-instruct,0.8672400897531788
+cross_openhermes_llama3_8b_12288_inst,0.8485415108451758
 Qwen2_5_0_5B_Instruct,0.612939416604338
 GPT4o_0513,0.9648466716529543
+cross_openhermes_llama3_8b_8192_inst,0.8444278234854151
 cross_openhermes_llama3_70b_4096_inst,0.9270755422587883
 cross_openhermes_llama3_8b_4096_2_inst,0.8290949887808526

results/fundamental_nlp_tasks/zero_shot/cola.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.7660594439117929
 Meta-Llama-3-8B-Instruct,0.6548418024928092
 Meta-Llama-3.1-70B-Instruct,0.850431447746884
 Qwen2_5_3B_Instruct,0.6644295302013423
+cross_openhermes_llama3_8b_16384_inst,0.8053691275167785
 cross_openhermes_llama3_70b_4096_inst_2,0.8609779482262704
 SeaLLMs-v3-7B-Chat,0.785234899328859
 Qwen2_5_72B_Instruct,0.8571428571428571
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.835091083413231
 Qwen2_5_14B_Instruct,0.8063279002876318
 sg_llama3_8192_8b,0.8130393096836049
 sg_llama3_70b_inst,0.8696069031639502
+cross_openhermes_llama3_8b_2048_inst,0.7727708533077661
 gemma-2-2b-it,0.6749760306807286
 llama3-8b-cpt-sea-lionv2-instruct,0.6078619367209971
+cross_openhermes_llama3_8b_12288_inst,0.8207094918504314
 Qwen2_5_0_5B_Instruct,0.6116970278044104
 GPT4o_0513,0.8398849472674976
+cross_openhermes_llama3_8b_8192_inst,0.7890699904122723
 cross_openhermes_llama3_70b_4096_inst,0.8456375838926175
 cross_openhermes_llama3_8b_4096_2_inst,0.7651006711409396

results/fundamental_nlp_tasks/zero_shot/mnli.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.57
 Meta-Llama-3-8B-Instruct,0.546
 Meta-Llama-3.1-70B-Instruct,0.7015
 Qwen2_5_3B_Instruct,0.7465
+cross_openhermes_llama3_8b_16384_inst,0.656
 cross_openhermes_llama3_70b_4096_inst_2,0.7481549345956126
 SeaLLMs-v3-7B-Chat,0.653
 Qwen2_5_72B_Instruct,0.8445
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.6709421285692472
 Qwen2_5_14B_Instruct,0.818
 sg_llama3_8192_8b,0.6605
 sg_llama3_70b_inst,0.7685
+cross_openhermes_llama3_8b_2048_inst,0.57
 gemma-2-2b-it,0.6185
 llama3-8b-cpt-sea-lionv2-instruct,0.5765
+cross_openhermes_llama3_8b_12288_inst,0.6485
 Qwen2_5_0_5B_Instruct,0.5095
 GPT4o_0513,0.8335
+cross_openhermes_llama3_8b_8192_inst,0.6455
 cross_openhermes_llama3_70b_4096_inst,0.743
 cross_openhermes_llama3_8b_4096_2_inst,0.619

results/fundamental_nlp_tasks/zero_shot/mrpc.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.7303921568627451
 Meta-Llama-3-8B-Instruct,0.678921568627451
 Meta-Llama-3.1-70B-Instruct,0.7696078431372549
 Qwen2_5_3B_Instruct,0.5661764705882353
+cross_openhermes_llama3_8b_16384_inst,0.7034313725490197
 cross_openhermes_llama3_70b_4096_inst_2,0.7916666666666666
 SeaLLMs-v3-7B-Chat,0.7475490196078431
 Qwen2_5_72B_Instruct,0.8014705882352942
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.7598039215686274
 Qwen2_5_14B_Instruct,0.7794117647058824
 sg_llama3_8192_8b,0.7254901960784313
 sg_llama3_70b_inst,0.7892156862745098
+cross_openhermes_llama3_8b_2048_inst,0.7058823529411765
 gemma-2-2b-it,0.7083333333333334
 llama3-8b-cpt-sea-lionv2-instruct,0.5833333333333334
+cross_openhermes_llama3_8b_12288_inst,0.6985294117647058
 Qwen2_5_0_5B_Instruct,0.5759803921568627
 GPT4o_0513,0.7377450980392157
+cross_openhermes_llama3_8b_8192_inst,0.696078431372549
 cross_openhermes_llama3_70b_4096_inst,0.7818627450980392
 cross_openhermes_llama3_8b_4096_2_inst,0.6985294117647058

results/fundamental_nlp_tasks/zero_shot/ocnli.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.5183050847457628
 Meta-Llama-3-8B-Instruct,0.44033898305084745
 Meta-Llama-3.1-70B-Instruct,0.6423728813559322
 Qwen2_5_3B_Instruct,0.6145762711864406
+cross_openhermes_llama3_8b_16384_inst,0.5884745762711865
 cross_openhermes_llama3_70b_4096_inst_2,0.6759322033898305
 SeaLLMs-v3-7B-Chat,0.5698305084745763
 Qwen2_5_72B_Instruct,0.7684745762711864
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.5928813559322034
 Qwen2_5_14B_Instruct,0.7538983050847458
 sg_llama3_8192_8b,0.5084745762711864
 sg_llama3_70b_inst,0.6420338983050847
+cross_openhermes_llama3_8b_2048_inst,0.5322033898305085
 gemma-2-2b-it,0.43322033898305085
 llama3-8b-cpt-sea-lionv2-instruct,0.45559322033898303
+cross_openhermes_llama3_8b_12288_inst,0.5925423728813559
 Qwen2_5_0_5B_Instruct,0.3847457627118644
 GPT4o_0513,0.7308474576271187
+cross_openhermes_llama3_8b_8192_inst,0.5847457627118644
 cross_openhermes_llama3_70b_4096_inst,0.6647457627118644
 cross_openhermes_llama3_8b_4096_2_inst,0.5498305084745763

results/fundamental_nlp_tasks/zero_shot/qnli.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.7596558667398865
 Meta-Llama-3-8B-Instruct,0.6025993044114956
 Meta-Llama-3.1-70B-Instruct,0.9026176093721399
 Qwen2_5_3B_Instruct,0.7645982061138569
+cross_openhermes_llama3_8b_16384_inst,0.8359875526267618
 cross_openhermes_llama3_70b_4096_inst_2,0.9086582463847702
 SeaLLMs-v3-7B-Chat,0.7159070107999268
 Qwen2_5_72B_Instruct,0.9082921471718836
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.876807614863628
 Qwen2_5_14B_Instruct,0.9079260479589969
 sg_llama3_8192_8b,0.8118250045762402
 sg_llama3_70b_inst,0.9004210140948197
+cross_openhermes_llama3_8b_2048_inst,0.7393373604246751
 gemma-2-2b-it,0.7792421746293245
 llama3-8b-cpt-sea-lionv2-instruct,0.6101043382756727
+cross_openhermes_llama3_8b_12288_inst,0.8282994691561413
 Qwen2_5_0_5B_Instruct,0.5464030752333883
 GPT4o_0513,0.9304411495515285
+cross_openhermes_llama3_8b_8192_inst,0.8427603880651656
 cross_openhermes_llama3_70b_4096_inst,0.8943803770821893
 cross_openhermes_llama3_8b_4096_2_inst,0.7971810360607725

results/fundamental_nlp_tasks/zero_shot/qqp.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.7495
 Meta-Llama-3-8B-Instruct,0.563
 Meta-Llama-3.1-70B-Instruct,0.815
 Qwen2_5_3B_Instruct,0.7415
+cross_openhermes_llama3_8b_16384_inst,0.792
 SeaLLMs-v3-7B-Chat,0.7625
 Qwen2_5_72B_Instruct,0.8315
 gemma-2-9b-it,0.7775
@@ -16,9 +17,12 @@ Meta-Llama-3-70B-Instruct,0.7876082117239673
 Qwen2_5_14B_Instruct,0.8255
 sg_llama3_8192_8b,0.8095
 sg_llama3_70b_inst,0.804
+cross_openhermes_llama3_8b_2048_inst,0.722
 gemma-2-2b-it,0.761
 llama3-8b-cpt-sea-lionv2-instruct,0.6225
+cross_openhermes_llama3_8b_12288_inst,0.792
 Qwen2_5_0_5B_Instruct,0.619
 GPT4o_0513,0.8085
+cross_openhermes_llama3_8b_8192_inst,0.7895
 cross_openhermes_llama3_70b_4096_inst,0.801
 cross_openhermes_llama3_8b_4096_2_inst,0.79

results/fundamental_nlp_tasks/zero_shot/rte.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.6967509025270758
 Meta-Llama-3-8B-Instruct,0.6173285198555957
 Meta-Llama-3.1-70B-Instruct,0.8483754512635379
 Qwen2_5_3B_Instruct,0.779783393501805
+cross_openhermes_llama3_8b_16384_inst,0.8014440433212996
 cross_openhermes_llama3_70b_4096_inst_2,0.8916967509025271
 SeaLLMs-v3-7B-Chat,0.7870036101083032
 Qwen2_5_72B_Instruct,0.9025270758122743
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.8086642599277978
 Qwen2_5_14B_Instruct,0.8664259927797834
 sg_llama3_8192_8b,0.7364620938628159
 sg_llama3_70b_inst,0.8916967509025271
+cross_openhermes_llama3_8b_2048_inst,0.7075812274368231
 gemma-2-2b-it,0.7292418772563177
 llama3-8b-cpt-sea-lionv2-instruct,0.6859205776173285
+cross_openhermes_llama3_8b_12288_inst,0.8050541516245487
 Qwen2_5_0_5B_Instruct,0.5992779783393501
 GPT4o_0513,0.8700361010830325
+cross_openhermes_llama3_8b_8192_inst,0.8158844765342961
 cross_openhermes_llama3_70b_4096_inst,0.8953068592057761
 cross_openhermes_llama3_8b_4096_2_inst,0.7545126353790613

results/fundamental_nlp_tasks/zero_shot/wnli.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.4647887323943662
 Meta-Llama-3-8B-Instruct,0.4788732394366197
 Meta-Llama-3.1-70B-Instruct,0.8450704225352113
 Qwen2_5_3B_Instruct,0.647887323943662
+cross_openhermes_llama3_8b_16384_inst,0.5492957746478874
 cross_openhermes_llama3_70b_4096_inst_2,0.8450704225352113
 SeaLLMs-v3-7B-Chat,0.5915492957746479
 Qwen2_5_72B_Instruct,0.8169014084507042
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.7887323943661971
 Qwen2_5_14B_Instruct,0.8309859154929577
 sg_llama3_8192_8b,0.704225352112676
 sg_llama3_70b_inst,0.8309859154929577
+cross_openhermes_llama3_8b_2048_inst,0.49295774647887325
 gemma-2-2b-it,0.43661971830985913
 llama3-8b-cpt-sea-lionv2-instruct,0.5774647887323944
+cross_openhermes_llama3_8b_12288_inst,0.5211267605633803
 Qwen2_5_0_5B_Instruct,0.43661971830985913
 GPT4o_0513,0.9295774647887324
+cross_openhermes_llama3_8b_8192_inst,0.5211267605633803
 cross_openhermes_llama3_70b_4096_inst,0.8450704225352113
 cross_openhermes_llama3_8b_4096_2_inst,0.43661971830985913

results/general_reasoning/zero_shot/c_eval.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.44707347447073476
 Meta-Llama-3-8B-Instruct,0.4775840597758406
 Meta-Llama-3.1-70B-Instruct,0.6612702366127023
 Qwen2_5_3B_Instruct,0.6537982565379825
+cross_openhermes_llama3_8b_16384_inst,0.48941469489414696
 cross_openhermes_llama3_70b_4096_inst_2,0.6133250311332503
 SeaLLMs-v3-7B-Chat,0.7658779576587795
 Qwen2_5_72B_Instruct,0.8325031133250311
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.6220423412204235
 Qwen2_5_14B_Instruct,0.7839352428393525
 sg_llama3_8192_8b,0.4825653798256538
 sg_llama3_70b_inst,0.5722291407222914
+cross_openhermes_llama3_8b_2048_inst,0.4663760896637609
 gemma-2-2b-it,0.4352428393524284
 llama3-8b-cpt-sea-lionv2-instruct,0.49813200498132004
+cross_openhermes_llama3_8b_12288_inst,0.4863013698630137
 Qwen2_5_0_5B_Instruct,0.41718555417185554
 GPT4o_0513,0.7073474470734745
+cross_openhermes_llama3_8b_8192_inst,0.4794520547945205
 cross_openhermes_llama3_70b_4096_inst,0.5734744707347447
 cross_openhermes_llama3_8b_4096_2_inst,0.4738480697384807

results/general_reasoning/zero_shot/cmmlu.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.4547573821447073
 Meta-Llama-3-8B-Instruct,0.4839405974788465
 Meta-Llama-3.1-70B-Instruct,0.6814885166637886
 Qwen2_5_3B_Instruct,0.6621481609393887
+cross_openhermes_llama3_8b_16384_inst,0.4911068900017268
 cross_openhermes_llama3_70b_4096_inst_2,0.6392678293904335
 SeaLLMs-v3-7B-Chat,0.7684337765498187
 Qwen2_5_72B_Instruct,0.8343982041098256
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.6494560524952513
 Qwen2_5_14B_Instruct,0.7807805214988776
 sg_llama3_8192_8b,0.49050250388533934
 sg_llama3_70b_inst,0.6044724572612675
+cross_openhermes_llama3_8b_2048_inst,0.47064410291832154
 gemma-2-2b-it,0.4412882058366431
 llama3-8b-cpt-sea-lionv2-instruct,0.48929373165256435
+cross_openhermes_llama3_8b_12288_inst,0.48877568640994645
 Qwen2_5_0_5B_Instruct,0.42056639613192887
 GPT4o_0513,0.7414954239336902
+cross_openhermes_llama3_8b_8192_inst,0.4868761871870143
 cross_openhermes_llama3_70b_4096_inst,0.6177689518217925
 cross_openhermes_llama3_8b_4096_2_inst,0.4807459851493697

results/general_reasoning/zero_shot/indommlu.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.5097803591695039
 Meta-Llama-3-8B-Instruct,0.5264703918819681
 Meta-Llama-3.1-70B-Instruct,0.6740770411910008
 Qwen2_5_3B_Instruct,0.49656185326123237
+cross_openhermes_llama3_8b_16384_inst,0.549769677548568
 cross_openhermes_llama3_70b_4096_inst_2,0.6559182855998398
 SeaLLMs-v3-7B-Chat,0.5267374324053675
 Qwen2_5_72B_Instruct,0.6380933306629281
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.6323519594098405
 Qwen2_5_14B_Instruct,0.6009746979104079
 sg_llama3_8192_8b,0.5021697042526203
 sg_llama3_70b_inst,0.6394285332799252
+cross_openhermes_llama3_8b_2048_inst,0.528873756592563
 gemma-2-2b-it,0.48220842512851325
 llama3-8b-cpt-sea-lionv2-instruct,0.5252687095266707
+cross_openhermes_llama3_8b_12288_inst,0.5533747246144602
 Qwen2_5_0_5B_Instruct,0.3279925228653448
 GPT4o_0513,0.7584618465852193
+cross_openhermes_llama3_8b_8192_inst,0.5475665932305227
 cross_openhermes_llama3_70b_4096_inst,0.6333533613725882
 cross_openhermes_llama3_8b_4096_2_inst,0.5434942252486815

results/general_reasoning/zero_shot/mmlu.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.556381837683232
 Meta-Llama-3-8B-Instruct,0.6005720414730068
 Meta-Llama-3.1-70B-Instruct,0.8058634250983197
 Qwen2_5_3B_Instruct,0.6118698605648909
+cross_openhermes_llama3_8b_16384_inst,0.5873435824097247
 cross_openhermes_llama3_70b_4096_inst_2,0.7551662495530926
 SeaLLMs-v3-7B-Chat,0.6670003575259207
 Qwen2_5_72B_Instruct,0.8129424383267787
@@ -17,9 +18,12 @@ Meta-Llama-3-70B-Instruct,0.7649624597783339
 Qwen2_5_14B_Instruct,0.7542366821594566
 sg_llama3_8192_8b,0.6235967107615302
 sg_llama3_70b_inst,0.7407937075437969
+cross_openhermes_llama3_8b_2048_inst,0.5697533071147658
 gemma-2-2b-it,0.5706828745084018
 llama3-8b-cpt-sea-lionv2-instruct,0.6130854486950303
+cross_openhermes_llama3_8b_12288_inst,0.5870575616732213
 Qwen2_5_0_5B_Instruct,0.461136932427601
 GPT4o_0513,0.8308187343582409
+cross_openhermes_llama3_8b_8192_inst,0.5839113335716839
 cross_openhermes_llama3_70b_4096_inst,0.7400071505184126
 cross_openhermes_llama3_8b_4096_2_inst,0.5785484447622453

results/general_reasoning/zero_shot/zbench.csv

@@ -9,6 +9,7 @@ cross_openhermes_llama3_8b_4096_inst,0.3333333333333333
 Meta-Llama-3-8B-Instruct,0.3333333333333333
 Meta-Llama-3.1-70B-Instruct,0.48484848484848486
 Qwen2_5_3B_Instruct,0.5757575757575758
+cross_openhermes_llama3_8b_16384_inst,0.48484848484848486
 cross_openhermes_llama3_70b_4096_inst_2,0.48484848484848486
 SeaLLMs-v3-7B-Chat,0.5454545454545454
 Qwen2_5_72B_Instruct,0.696969696969697
@@ -17,8 +18,11 @@ Meta-Llama-3-70B-Instruct,0.5151515151515151
 Qwen2_5_14B_Instruct,0.6666666666666666
 sg_llama3_8192_8b,0.30303030303030304
 sg_llama3_70b_inst,0.42424242424242425
+cross_openhermes_llama3_8b_2048_inst,0.3333333333333333
 gemma-2-2b-it,0.24242424242424243
 llama3-8b-cpt-sea-lionv2-instruct,0.30303030303030304
+cross_openhermes_llama3_8b_12288_inst,0.42424242424242425
 Qwen2_5_0_5B_Instruct,0.36363636363636365
+cross_openhermes_llama3_8b_8192_inst,0.45454545454545453
 cross_openhermes_llama3_70b_4096_inst,0.42424242424242425
 cross_openhermes_llama3_8b_4096_2_inst,0.45454545454545453