Upload 3 files
Browse files- eval/chatskku_0_shot.json +47 -0
- eval/koalpaca_0_shot.json +47 -0
- eval/kullm_0_shot.json +47 -0
eval/chatskku_0_shot.json
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{
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"results": {
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"kobest_boolq": {
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"acc": 0.5256410256410257,
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"acc_stderr": 0.013331203323083502,
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"macro_f1": 0.3992444490131579,
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"macro_f1_stderr": 0.010971221905948464
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},
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"kobest_copa": {
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"acc": 0.785,
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"acc_stderr": 0.012997843819031832,
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"macro_f1": 0.7847052615029975,
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"macro_f1_stderr": 0.012967330755596378
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},
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"kobest_hellaswag": {
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"acc": 0.466,
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"acc_stderr": 0.02233126442325838,
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"acc_norm": 0.592,
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"acc_norm_stderr": 0.022000910893877193,
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"macro_f1": 0.46440112486053614,
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"macro_f1_stderr": 0.022343780241897912
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},
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"kobest_sentineg": {
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"acc": 0.5062972292191436,
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"acc_stderr": 0.02512395255890725,
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"macro_f1": 0.34501683501683506,
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"macro_f1_stderr": 0.01352473866949455
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}
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},
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"versions": {
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"kobest_boolq": 0,
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"kobest_copa": 0,
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"kobest_hellaswag": 0,
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"kobest_sentineg": 0
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},
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"config": {
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"model": "gpt2",
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"model_args": "pretrained=jojo0217/ChatSKKU5.8B",
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"num_fewshot": 0,
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"batch_size": "4",
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"device": "cuda:0",
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"no_cache": true,
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"limit": null,
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"bootstrap_iters": 100000,
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"description_dict": {}
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}
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}
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eval/koalpaca_0_shot.json
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{
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"results": {
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"kobest_boolq": {
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"acc": 0.5626780626780626,
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"acc_stderr": 0.013243469872682661,
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"macro_f1": 0.5053421868652208,
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"macro_f1_stderr": 0.013395027664000827
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},
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"kobest_copa": {
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"acc": 0.698,
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"acc_stderr": 0.014526080235459544,
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"macro_f1": 0.6977279551596436,
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"macro_f1_stderr": 0.014458551946793323
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},
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"kobest_hellaswag": {
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"acc": 0.384,
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"acc_stderr": 0.021772369465547194,
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"acc_norm": 0.462,
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"acc_norm_stderr": 0.022318338119870537,
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"macro_f1": 0.3834926136948366,
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"macro_f1_stderr": 0.02180403516376896
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},
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"kobest_sentineg": {
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"acc": 0.3879093198992443,
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"acc_stderr": 0.024486425812624234,
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"macro_f1": 0.38484935437589674,
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"macro_f1_stderr": 0.024320271236487046
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}
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},
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"versions": {
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"kobest_boolq": 0,
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"kobest_copa": 0,
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"kobest_hellaswag": 0,
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"kobest_sentineg": 0
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},
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"config": {
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"model": "gpt2",
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"model_args": "pretrained=beomi/KoAlpaca-Polyglot-5.8B",
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"num_fewshot": 0,
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"batch_size": "4",
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"device": "cuda:0",
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"no_cache": true,
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"limit": null,
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"bootstrap_iters": 100000,
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"description_dict": {}
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}
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}
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eval/kullm_0_shot.json
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{
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"results": {
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"kobest_boolq": {
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"acc": 0.5028490028490028,
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"acc_stderr": 0.013348550797680814,
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"macro_f1": 0.3371320037986705,
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"macro_f1_stderr": 0.006306119104194062
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},
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"kobest_copa": {
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"acc": 0.766,
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"acc_stderr": 0.013394902889660007,
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"macro_f1": 0.7652638674884438,
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"macro_f1_stderr": 0.01339434219317699
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},
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"kobest_hellaswag": {
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"acc": 0.444,
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"acc_stderr": 0.02224224437573102,
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"acc_norm": 0.552,
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"acc_norm_stderr": 0.02226169729227013,
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"macro_f1": 0.4425279610634302,
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"macro_f1_stderr": 0.02226671964725493
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},
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"kobest_sentineg": {
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"acc": 0.5037783375314862,
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"acc_stderr": 0.025125227983562776,
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"macro_f1": 0.33500837520938026,
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"macro_f1_stderr": 0.011139659523368081
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}
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},
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"versions": {
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"kobest_boolq": 0,
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"kobest_copa": 0,
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"kobest_hellaswag": 0,
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"kobest_sentineg": 0
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},
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"config": {
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"model": "gpt2",
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"model_args": "pretrained=nlpai-lab/kullm-polyglot-5.8b-v2",
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"num_fewshot": 0,
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"batch_size": "2",
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"device": "cuda:0",
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"no_cache": true,
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"limit": null,
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"bootstrap_iters": 100000,
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"description_dict": {}
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}
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}
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