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@@ -33,3 +33,22 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+llmtf_eval_k5/darumeru_USE.jsonl filter=lfs diff=lfs merge=lfs -text
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llmtf_eval_k0/daru_treewayabstractive_params.jsonl

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+            "bot_role": "GPT4 Correct Assistant:",
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+        "method": "generate"
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+}

llmtf_eval_k0/daru_treewayabstractive_total.jsonl

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llmtf_eval_k0/daru_treewayextractive.jsonl

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llmtf_eval_k0/daru_treewayextractive_params.jsonl

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+        "method": "calculate_logsoftmax"
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+}

llmtf_eval_k0/daru_treewayextractive_total.jsonl

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+{
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+}

llmtf_eval_k0/darumeru_MultiQ_params.jsonl

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llmtf_eval_k0/darumeru_MultiQ_total.jsonl

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+{
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llmtf_eval_k0/darumeru_PARus_params.jsonl

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llmtf_eval_k0/darumeru_PARus_total.jsonl

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+{
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+    "results": {
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+}

llmtf_eval_k0/darumeru_RCB_params.jsonl

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llmtf_eval_k0/darumeru_RCB_total.jsonl

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+{
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+}

llmtf_eval_k0/darumeru_RWSD_params.jsonl

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+{
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+    "model_params": {
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+}

llmtf_eval_k0/darumeru_RWSD_total.jsonl

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+{
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+}

llmtf_eval_k0/darumeru_USE_params.jsonl

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llmtf_eval_k0/darumeru_USE_total.jsonl

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+{
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+}

llmtf_eval_k0/darumeru_cp_para_en_params.jsonl

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+}

llmtf_eval_k0/darumeru_cp_para_en_total.jsonl

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+{
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+}

llmtf_eval_k0/darumeru_cp_para_ru_params.jsonl

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llmtf_eval_k0/darumeru_cp_para_ru_total.jsonl

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llmtf_eval_k0/darumeru_cp_sent_en_params.jsonl

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llmtf_eval_k0/darumeru_cp_sent_en_total.jsonl

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llmtf_eval_k0/darumeru_cp_sent_ru_params.jsonl

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llmtf_eval_k0/darumeru_cp_sent_ru_total.jsonl

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llmtf_eval_k0/darumeru_ruMMLU.jsonl

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llmtf_eval_k0/darumeru_ruMMLU_params.jsonl

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llmtf_eval_k0/darumeru_ruMMLU_total.jsonl

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llmtf_eval_k0/darumeru_ruOpenBookQA_params.jsonl

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llmtf_eval_k0/darumeru_ruOpenBookQA_total.jsonl

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llmtf_eval_k0/darumeru_ruTiE.jsonl

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llmtf_eval_k0/darumeru_ruTiE_params.jsonl

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llmtf_eval_k0/darumeru_ruTiE_total.jsonl

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llmtf_eval_k0/darumeru_ruWorldTree_params.jsonl

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llmtf_eval_k0/darumeru_ruWorldTree_total.jsonl

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llmtf_eval_k0/evaluation_log.txt

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+INFO: 2024-07-12 11:14:00,454: llmtf.base.evaluator: Starting eval on ['darumeru/multiq', 'darumeru/parus', 'darumeru/rcb', 'darumeru/ruopenbookqa', 'darumeru/rutie', 'darumeru/ruworldtree', 'darumeru/rwsd', 'darumeru/use', 'russiannlp/rucola_custom']
+INFO: 2024-07-12 11:14:00,456: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000, 13]
+INFO: 2024-07-12 11:14:00,456: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
+INFO: 2024-07-12 11:14:02,095: llmtf.base.evaluator: Starting eval on ['darumeru/rummlu']
+INFO: 2024-07-12 11:14:02,095: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000, 13]
+INFO: 2024-07-12 11:14:02,095: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
+INFO: 2024-07-12 11:14:03,625: llmtf.base.darumeru/MultiQ: Loading Dataset: 3.17s
+INFO: 2024-07-12 11:14:04,544: llmtf.base.evaluator: Starting eval on ['nlpcoreteam/rummlu']
+INFO: 2024-07-12 11:14:04,545: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000]
+INFO: 2024-07-12 11:14:04,545: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
+INFO: 2024-07-12 11:14:08,211: llmtf.base.evaluator: Starting eval on ['daru/treewayabstractive']
+INFO: 2024-07-12 11:14:08,212: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000, 13]
+INFO: 2024-07-12 11:14:08,212: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
+INFO: 2024-07-12 11:14:09,060: llmtf.base.darumeru/ruMMLU: Loading Dataset: 6.96s
+INFO: 2024-07-12 11:14:10,849: llmtf.base.evaluator: Starting eval on ['nlpcoreteam/enmmlu']
+INFO: 2024-07-12 11:14:10,850: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000]
+INFO: 2024-07-12 11:14:10,850: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
+INFO: 2024-07-12 11:14:11,432: llmtf.base.evaluator: Starting eval on ['daru/treewayextractive']
+INFO: 2024-07-12 11:14:11,433: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000]
+INFO: 2024-07-12 11:14:11,433: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
+INFO: 2024-07-12 11:14:12,547: llmtf.base.daru/treewayabstractive: Loading Dataset: 4.34s
+INFO: 2024-07-12 11:14:12,606: llmtf.base.evaluator: Starting eval on ['darumeru/cp_sent_ru', 'darumeru/cp_sent_en', 'darumeru/cp_para_ru', 'darumeru/cp_para_en']
+INFO: 2024-07-12 11:14:12,607: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000, 13]
+INFO: 2024-07-12 11:14:12,607: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
+INFO: 2024-07-12 11:14:15,201: llmtf.base.darumeru/cp_sent_ru: Loading Dataset: 2.59s
+INFO: 2024-07-12 11:14:19,195: llmtf.base.daru/treewayextractive: Loading Dataset: 7.76s
+INFO: 2024-07-12 11:16:12,870: llmtf.base.nlpcoreteam/ruMMLU: Loading Dataset: 128.32s
+INFO: 2024-07-12 11:16:16,430: llmtf.base.nlpcoreteam/enMMLU: Loading Dataset: 125.58s
+INFO: 2024-07-12 11:21:53,306: llmtf.base.darumeru/ruMMLU: Processing Dataset: 464.24s
+INFO: 2024-07-12 11:21:53,309: llmtf.base.darumeru/ruMMLU: Results for darumeru/ruMMLU:
+INFO: 2024-07-12 11:21:53,316: llmtf.base.darumeru/ruMMLU: {'acc': 0.4817918786790382}
+INFO: 2024-07-12 11:21:53,356: llmtf.base.evaluator: Ended eval
+INFO: 2024-07-12 11:21:53,362: llmtf.base.evaluator: 
+mean	darumeru/ruMMLU
+0.482	0.482
+INFO: 2024-07-12 11:25:10,236: llmtf.base.nlpcoreteam/enMMLU: Processing Dataset: 533.80s
+INFO: 2024-07-12 11:25:10,239: llmtf.base.nlpcoreteam/enMMLU: Results for nlpcoreteam/enMMLU:
+INFO: 2024-07-12 11:25:10,278: llmtf.base.nlpcoreteam/enMMLU:                                        metric
+subject                                      
+abstract_algebra                     0.330000
+anatomy                              0.629630
+astronomy                            0.657895
+business_ethics                      0.650000
+clinical_knowledge                   0.675472
+college_biology                      0.729167
+college_chemistry                    0.490000
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+global_facts                         0.310000
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+high_school_computer_science         0.670000
+high_school_european_history         0.763636
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+high_school_physics                  0.344371
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+high_school_us_history               0.794118
+high_school_world_history            0.818565
+human_aging                          0.726457
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+medical_genetics                     0.690000
+miscellaneous                        0.828863
+moral_disputes                       0.679191
+moral_scenarios                      0.234637
+nutrition                            0.715686
+philosophy                           0.655949
+prehistory                           0.672840
+professional_accounting              0.464539
+professional_law                     0.470013
+professional_medicine                0.705882
+professional_psychology              0.617647
+public_relations                     0.636364
+security_studies                     0.673469
+sociology                            0.855721
+us_foreign_policy                    0.850000
+virology                             0.524096
+world_religions                      0.859649
+INFO: 2024-07-12 11:25:10,286: llmtf.base.nlpcoreteam/enMMLU:                                    metric
+subject                                  
+STEM                             0.514113
+humanities                       0.663622
+other (business, health, misc.)  0.656994
+social sciences                  0.715257
+INFO: 2024-07-12 11:25:10,293: llmtf.base.nlpcoreteam/enMMLU: {'acc': 0.6374965559822189}
+INFO: 2024-07-12 11:25:10,326: llmtf.base.evaluator: Ended eval
+INFO: 2024-07-12 11:25:10,331: llmtf.base.evaluator: 
+mean	darumeru/ruMMLU	nlpcoreteam/enMMLU
+0.560	0.482	0.637
+INFO: 2024-07-12 11:25:17,845: llmtf.base.darumeru/cp_sent_ru: Processing Dataset: 662.64s
+INFO: 2024-07-12 11:25:17,847: llmtf.base.darumeru/cp_sent_ru: Results for darumeru/cp_sent_ru:
+INFO: 2024-07-12 11:25:17,851: llmtf.base.darumeru/cp_sent_ru: {'symbol_per_token': 2.373538037297123, 'len': 0.9934467912858197, 'lcs': 0.920592765079274}
+INFO: 2024-07-12 11:25:17,853: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000, 13]
+INFO: 2024-07-12 11:25:17,853: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
+INFO: 2024-07-12 11:25:20,290: llmtf.base.darumeru/cp_sent_en: Loading Dataset: 2.44s
+INFO: 2024-07-12 11:26:26,223: llmtf.base.nlpcoreteam/ruMMLU: Processing Dataset: 613.35s
+INFO: 2024-07-12 11:26:26,224: llmtf.base.nlpcoreteam/ruMMLU: Results for nlpcoreteam/ruMMLU:
+INFO: 2024-07-12 11:26:26,262: llmtf.base.nlpcoreteam/ruMMLU:                                        metric
+subject                                      
+abstract_algebra                     0.360000
+anatomy                              0.414815
+astronomy                            0.565789
+business_ethics                      0.560000
+clinical_knowledge                   0.520755
+college_biology                      0.479167
+college_chemistry                    0.450000
+college_computer_science             0.500000
+college_mathematics                  0.380000
+college_medicine                     0.508671
+college_physics                      0.264706
+computer_security                    0.580000
+conceptual_physics                   0.438298
+econometrics                         0.368421
+electrical_engineering               0.475862
+elementary_mathematics               0.370370
+formal_logic                         0.325397
+global_facts                         0.280000
+high_school_biology                  0.596774
+high_school_chemistry                0.374384
+high_school_computer_science         0.600000
+high_school_european_history         0.678788
+high_school_geography                0.666667
+high_school_government_and_politics  0.580311
+high_school_macroeconomics           0.441026
+high_school_mathematics              0.359259
+high_school_microeconomics           0.478992
+high_school_physics                  0.390728
+high_school_psychology               0.623853
+high_school_statistics               0.458333
+high_school_us_history               0.686275
+high_school_world_history            0.713080
+human_aging                          0.511211
+human_sexuality                      0.564885
+international_law                    0.652893
+jurisprudence                        0.527778
+logical_fallacies                    0.417178
+machine_learning                     0.312500
+management                           0.631068
+marketing                            0.675214
+medical_genetics                     0.520000
+miscellaneous                        0.627075
+moral_disputes                       0.531792
+moral_scenarios                      0.233520
+nutrition                            0.562092
+philosophy                           0.485531
+prehistory                           0.487654
+professional_accounting              0.386525
+professional_law                     0.366362
+professional_medicine                0.481618
+professional_psychology              0.441176
+public_relations                     0.554545
+security_studies                     0.600000
+sociology                            0.696517
+us_foreign_policy                    0.740000
+virology                             0.481928
+world_religions                      0.684211
+INFO: 2024-07-12 11:26:26,270: llmtf.base.nlpcoreteam/ruMMLU:                                    metric
+subject                                  
+STEM                             0.442010
+humanities                       0.522343
+other (business, health, misc.)  0.511498
+social sciences                  0.563033
+INFO: 2024-07-12 11:26:26,278: llmtf.base.nlpcoreteam/ruMMLU: {'acc': 0.5097207580093521}
+INFO: 2024-07-12 11:26:26,312: llmtf.base.evaluator: Ended eval
+INFO: 2024-07-12 11:26:26,318: llmtf.base.evaluator: 
+mean	darumeru/cp_sent_ru	darumeru/ruMMLU	nlpcoreteam/enMMLU	nlpcoreteam/ruMMLU
+0.656	0.993	0.482	0.637	0.510
+INFO: 2024-07-12 11:26:59,107: llmtf.base.darumeru/MultiQ: Processing Dataset: 775.48s
+INFO: 2024-07-12 11:26:59,112: llmtf.base.darumeru/MultiQ: Results for darumeru/MultiQ:
+INFO: 2024-07-12 11:26:59,146: llmtf.base.darumeru/MultiQ: {'f1': 0.28867687620463706, 'em': 0.16730401529636713}
+INFO: 2024-07-12 11:26:59,151: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000, 13]
+INFO: 2024-07-12 11:26:59,151: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
+INFO: 2024-07-12 11:27:01,342: llmtf.base.darumeru/PARus: Loading Dataset: 2.19s
+INFO: 2024-07-12 11:27:09,303: llmtf.base.darumeru/PARus: Processing Dataset: 7.96s
+INFO: 2024-07-12 11:27:09,304: llmtf.base.darumeru/PARus: Results for darumeru/PARus:
+INFO: 2024-07-12 11:27:09,316: llmtf.base.darumeru/PARus: {'acc': 0.74}
+INFO: 2024-07-12 11:27:09,317: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000, 13]
+INFO: 2024-07-12 11:27:09,317: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
+INFO: 2024-07-12 11:27:11,444: llmtf.base.darumeru/RCB: Loading Dataset: 2.13s
+INFO: 2024-07-12 11:27:20,933: llmtf.base.darumeru/RCB: Processing Dataset: 9.49s
+INFO: 2024-07-12 11:27:20,934: llmtf.base.darumeru/RCB: Results for darumeru/RCB:
+INFO: 2024-07-12 11:27:20,940: llmtf.base.darumeru/RCB: {'acc': 0.5227272727272727, 'f1_macro': 0.4428418803418803}
+INFO: 2024-07-12 11:27:20,941: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000, 13]
+INFO: 2024-07-12 11:27:20,941: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
+INFO: 2024-07-12 11:27:26,755: llmtf.base.darumeru/ruOpenBookQA: Loading Dataset: 5.81s
+INFO: 2024-07-12 11:27:42,200: llmtf.base.daru/treewayextractive: Processing Dataset: 803.00s
+INFO: 2024-07-12 11:27:42,202: llmtf.base.daru/treewayextractive: Results for daru/treewayextractive:
+INFO: 2024-07-12 11:27:42,503: llmtf.base.daru/treewayextractive: {'r-prec': 0.4038567821067821}
+INFO: 2024-07-12 11:27:43,066: llmtf.base.evaluator: Ended eval
+INFO: 2024-07-12 11:27:43,074: llmtf.base.evaluator: 
+mean	daru/treewayextractive	darumeru/MultiQ	darumeru/PARus	darumeru/RCB	darumeru/cp_sent_ru	darumeru/ruMMLU	nlpcoreteam/enMMLU	nlpcoreteam/ruMMLU
+0.560	0.404	0.228	0.740	0.483	0.993	0.482	0.637	0.510
+INFO: 2024-07-12 11:28:53,021: llmtf.base.darumeru/ruOpenBookQA: Processing Dataset: 86.26s
+INFO: 2024-07-12 11:28:53,023: llmtf.base.darumeru/ruOpenBookQA: Results for darumeru/ruOpenBookQA:
+INFO: 2024-07-12 11:28:53,035: llmtf.base.darumeru/ruOpenBookQA: {'acc': 0.7319587628865979, 'f1_macro': 0.7326117311318767}
+INFO: 2024-07-12 11:28:53,043: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000, 13]
+INFO: 2024-07-12 11:28:53,043: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
+INFO: 2024-07-12 11:28:57,375: llmtf.base.darumeru/ruTiE: Loading Dataset: 4.33s
+INFO: 2024-07-12 11:33:18,433: llmtf.base.darumeru/ruTiE: Processing Dataset: 261.04s
+INFO: 2024-07-12 11:33:18,436: llmtf.base.darumeru/ruTiE: Results for darumeru/ruTiE:
+INFO: 2024-07-12 11:33:18,465: llmtf.base.darumeru/ruTiE: {'acc': 0.5395348837209303}
+INFO: 2024-07-12 11:33:18,468: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000, 13]
+INFO: 2024-07-12 11:33:18,468: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
+INFO: 2024-07-12 11:33:20,755: llmtf.base.darumeru/ruWorldTree: Loading Dataset: 2.29s
+INFO: 2024-07-12 11:33:24,890: llmtf.base.darumeru/ruWorldTree: Processing Dataset: 4.13s
+INFO: 2024-07-12 11:33:24,904: llmtf.base.darumeru/ruWorldTree: Results for darumeru/ruWorldTree:
+INFO: 2024-07-12 11:33:24,910: llmtf.base.darumeru/ruWorldTree: {'acc': 0.8857142857142857, 'f1_macro': 0.8835438024831281}
+INFO: 2024-07-12 11:33:24,911: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000, 13]
+INFO: 2024-07-12 11:33:24,911: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
+INFO: 2024-07-12 11:33:26,881: llmtf.base.darumeru/RWSD: Loading Dataset: 1.97s
+INFO: 2024-07-12 11:33:35,928: llmtf.base.darumeru/RWSD: Processing Dataset: 9.05s
+INFO: 2024-07-12 11:33:35,944: llmtf.base.darumeru/RWSD: Results for darumeru/RWSD:
+INFO: 2024-07-12 11:33:35,978: llmtf.base.darumeru/RWSD: {'acc': 0.5441176470588235}
+INFO: 2024-07-12 11:33:35,979: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000, 13]
+INFO: 2024-07-12 11:33:35,979: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
+INFO: 2024-07-12 11:33:38,817: llmtf.base.darumeru/USE: Loading Dataset: 2.84s
+INFO: 2024-07-12 11:34:04,752: llmtf.base.darumeru/cp_sent_en: Processing Dataset: 524.46s
+INFO: 2024-07-12 11:34:04,754: llmtf.base.darumeru/cp_sent_en: Results for darumeru/cp_sent_en:
+INFO: 2024-07-12 11:34:04,758: llmtf.base.darumeru/cp_sent_en: {'symbol_per_token': 3.8962352972297385, 'len': 0.997653558022427, 'lcs': 0.9800192820829826}
+INFO: 2024-07-12 11:34:04,759: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000, 13]
+INFO: 2024-07-12 11:34:04,759: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
+INFO: 2024-07-12 11:34:07,018: llmtf.base.darumeru/cp_para_ru: Loading Dataset: 2.26s
+INFO: 2024-07-12 11:43:37,087: llmtf.base.darumeru/USE: Processing Dataset: 598.27s
+INFO: 2024-07-12 11:43:37,090: llmtf.base.darumeru/USE: Results for darumeru/USE:
+INFO: 2024-07-12 11:43:37,124: llmtf.base.darumeru/USE: {'grade_norm': 0.06274509803921567}
+INFO: 2024-07-12 11:43:37,127: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000]
+INFO: 2024-07-12 11:43:37,128: llmtf.base.hfmodel: Updated generation_config.stop_strings: []
+INFO: 2024-07-12 11:43:41,113: llmtf.base.russiannlp/rucola_custom: Loading Dataset: 3.98s
+INFO: 2024-07-12 11:45:35,417: llmtf.base.russiannlp/rucola_custom: Processing Dataset: 114.30s
+INFO: 2024-07-12 11:45:35,422: llmtf.base.russiannlp/rucola_custom: Results for russiannlp/rucola_custom:
+INFO: 2024-07-12 11:45:35,446: llmtf.base.russiannlp/rucola_custom: {'acc': 0.7369931826336562, 'mcc': 0.3418673882542275}
+INFO: 2024-07-12 11:45:35,450: llmtf.base.evaluator: Ended eval
+INFO: 2024-07-12 11:45:35,484: llmtf.base.evaluator: 
+mean	daru/treewayextractive	darumeru/MultiQ	darumeru/PARus	darumeru/RCB	darumeru/RWSD	darumeru/USE	darumeru/cp_sent_en	darumeru/cp_sent_ru	darumeru/ruMMLU	darumeru/ruOpenBookQA	darumeru/ruTiE	darumeru/ruWorldTree	nlpcoreteam/enMMLU	nlpcoreteam/ruMMLU	russiannlp/rucola_custom
+0.585	0.404	0.228	0.740	0.483	0.544	0.063	0.998	0.993	0.482	0.732	0.540	0.885	0.637	0.510	0.539
+INFO: 2024-07-12 11:49:02,906: llmtf.base.darumeru/cp_para_ru: Processing Dataset: 895.89s
+INFO: 2024-07-12 11:49:02,917: llmtf.base.darumeru/cp_para_ru: Results for darumeru/cp_para_ru:
+INFO: 2024-07-12 11:49:02,921: llmtf.base.darumeru/cp_para_ru: {'symbol_per_token': 2.4736956938033994, 'len': 0.9938656254701991, 'lcs': 0.8313599424096164}
+INFO: 2024-07-12 11:49:02,922: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [32000, 13]
+INFO: 2024-07-12 11:49:02,922: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
+INFO: 2024-07-12 11:49:05,017: llmtf.base.darumeru/cp_para_en: Loading Dataset: 2.09s
+INFO: 2024-07-12 11:59:16,449: llmtf.base.daru/treewayabstractive: Processing Dataset: 2703.90s
+INFO: 2024-07-12 11:59:16,451: llmtf.base.daru/treewayabstractive: Results for daru/treewayabstractive:
+INFO: 2024-07-12 11:59:16,482: llmtf.base.daru/treewayabstractive: {'rouge1': 0.34439020370710943, 'rouge2': 0.12428286477373612}
+INFO: 2024-07-12 11:59:16,484: llmtf.base.evaluator: Ended eval
+INFO: 2024-07-12 11:59:16,496: llmtf.base.evaluator: 
+mean	daru/treewayabstractive	daru/treewayextractive	darumeru/MultiQ	darumeru/PARus	darumeru/RCB	darumeru/RWSD	darumeru/USE	darumeru/cp_para_ru	darumeru/cp_sent_en	darumeru/cp_sent_ru	darumeru/ruMMLU	darumeru/ruOpenBookQA	darumeru/ruTiE	darumeru/ruWorldTree	nlpcoreteam/enMMLU	nlpcoreteam/ruMMLU	russiannlp/rucola_custom
+0.579	0.234	0.404	0.228	0.740	0.483	0.544	0.063	0.831	0.998	0.993	0.482	0.732	0.540	0.885	0.637	0.510	0.539
+INFO: 2024-07-12 12:00:13,938: llmtf.base.darumeru/cp_para_en: Processing Dataset: 668.92s
+INFO: 2024-07-12 12:00:13,954: llmtf.base.darumeru/cp_para_en: Results for darumeru/cp_para_en:
+INFO: 2024-07-12 12:00:13,960: llmtf.base.darumeru/cp_para_en: {'symbol_per_token': 3.9519089902445974, 'len': 0.9916598586547556, 'lcs': 0.8689672911613434}
+INFO: 2024-07-12 12:00:13,960: llmtf.base.evaluator: Ended eval
+INFO: 2024-07-12 12:00:13,985: llmtf.base.evaluator: 
+mean	daru/treewayabstractive	daru/treewayextractive	darumeru/MultiQ	darumeru/PARus	darumeru/RCB	darumeru/RWSD	darumeru/USE	darumeru/cp_para_en	darumeru/cp_para_ru	darumeru/cp_sent_en	darumeru/cp_sent_ru	darumeru/ruMMLU	darumeru/ruOpenBookQA	darumeru/ruTiE	darumeru/ruWorldTree	nlpcoreteam/enMMLU	nlpcoreteam/ruMMLU	russiannlp/rucola_custom
+0.595	0.234	0.404	0.228	0.740	0.483	0.544	0.063	0.869	0.831	0.998	0.993	0.482	0.732	0.540	0.885	0.637	0.510	0.539

llmtf_eval_k0/evaluation_results.txt

@@ -0,0 +1,2 @@
+mean	daru/treewayabstractive	daru/treewayextractive	darumeru/MultiQ	darumeru/PARus	darumeru/RCB	darumeru/RWSD	darumeru/USE	darumeru/cp_para_en	darumeru/cp_para_ru	darumeru/cp_sent_en	darumeru/cp_sent_ru	darumeru/ruMMLU	darumeru/ruOpenBookQA	darumeru/ruTiE	darumeru/ruWorldTree	nlpcoreteam/enMMLU	nlpcoreteam/ruMMLU	russiannlp/rucola_custom
+0.595	0.234	0.404	0.228	0.740	0.483	0.544	0.063	0.869	0.831	0.998	0.993	0.482	0.732	0.540	0.885	0.637	0.510	0.539

llmtf_eval_k0/nlpcoreteam_enMMLU.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f45e9f74610e1ae2cedd9582eb3ef2ff41f634bde9473b2be95fd7cc6d9acbe0
+size 37222812

llmtf_eval_k0/nlpcoreteam_enMMLU_params.jsonl

@@ -0,0 +1,54 @@
+{
+    "custom_generation_config": null,
+    "model_params": {
+        "model_name_or_path": "openchat/openchat-3.5-0106",
+        "generation_config": {
+            "_from_model_config": true,
+            "bos_token_id": 1,
+            "do_sample": true,
+            "eos_token_id": [
+                32000
+            ],
+            "max_length": 8192,
+            "max_new_tokens": 64,
+            "pad_token_id": 32000,
+            "stop_strings": [],
+            "temperature": 0.1,
+            "top_k": 40,
+            "top_p": 0.9,
+            "transformers_version": "4.38.2"
+        },
+        "conversation_template": {
+            "system_prompt": "",
+            "system_message_template": "{role} {content}<|end_of_turn|>",
+            "user_message_template": "{role} {content}<|end_of_turn|>",
+            "bot_message_template": "{role} {content}<|end_of_turn|>",
+            "bot_message_template_incomplete": "{role} {content}",
+            "user_role": "GPT4 Correct User:",
+            "bot_role": "GPT4 Correct Assistant:",
+            "system_role": "GPT4 Correct System:",
+            "global_prefix": "<s>",
+            "suffix": "GPT4 Correct Assistant:",
+            "add_special_tokens": false,
+            "eos_token": "<|end_of_turn|>"
+        },
+        "load_in_8bit": false,
+        "torch_dtype": "auto",
+        "use_flash_attention_2": true,
+        "device_map": "cuda:0",
+        "use_fast_tokenizer": true,
+        "leading_space": true,
+        "space_token": 28705,
+        "trust_remote_code": [
+            false
+        ],
+        "max_model_len": 8192
+    },
+    "task_params": {
+        "max_len": 4000,
+        "few_shot_count": 0,
+        "batch_size": 1,
+        "max_sample_per_dataset": 10000000000000,
+        "method": "calculate_tokens_proba"
+    }
+}