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@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
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+llmtf_eval/nlpcoreteam_enMMLU.jsonl filter=lfs diff=lfs merge=lfs -text
+llmtf_eval/nlpcoreteam_ruMMLU.jsonl filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

added_tokens.json

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config.json

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+}

generation_config.json

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+}

llmtf_eval/daru_treewayabstractive_params.jsonl

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+}

llmtf_eval/daru_treewayabstractive_total.jsonl

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llmtf_eval/daru_treewayextractive.jsonl

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llmtf_eval/daru_treewayextractive_params.jsonl

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+}

llmtf_eval/daru_treewayextractive_total.jsonl

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+{
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+}

llmtf_eval/darumeru_MultiQ_params.jsonl

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llmtf_eval/darumeru_MultiQ_total.jsonl

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llmtf_eval/darumeru_PARus_params.jsonl

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llmtf_eval/darumeru_PARus_total.jsonl

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+{
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llmtf_eval/darumeru_RCB_params.jsonl

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llmtf_eval/darumeru_RCB_total.jsonl

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llmtf_eval/darumeru_RWSD_params.jsonl

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llmtf_eval/darumeru_RWSD_total.jsonl

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llmtf_eval/darumeru_cp_para_ru_params.jsonl

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llmtf_eval/darumeru_cp_para_ru_total.jsonl

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llmtf_eval/darumeru_ruOpenBookQA_params.jsonl

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+        "torch_dtype": "auto",
+        "use_flash_attention_2": true,
+        "device_map": "cuda:0",
+        "use_fast_tokenizer": true,
+        "leading_space": false,
+        "space_token": null,
+        "trust_remote_code": false,
+        "max_model_len": 32768
+    },
+    "task_params": {
+        "max_len": 4000,
+        "few_shot_count": 0,
+        "batch_size": 8,
+        "max_sample_per_dataset": 10000000000000,
+        "method": "calculate_tokens_proba"
+    }
+}

llmtf_eval/darumeru_ruOpenBookQA_total.jsonl

@@ -0,0 +1,8 @@
+{
+    "task_name": "darumeru/ruOpenBookQA",
+    "results": {
+        "acc": 0.7302405498281787,
+        "f1_macro": 0.7304546157096631
+    },
+    "leaderboard_result": 0.7303475827689209
+}

llmtf_eval/darumeru_ruWorldTree_params.jsonl

@@ -0,0 +1,54 @@
+{
+    "custom_generation_config": null,
+    "model_params": {
+        "model_name_or_path": "/workdir/data/models/qwen/ruadapt_qwen2.5_3B_ext_u48_full_lr5e4_peft_mlp_32_32_bs256_as1.75_kto_simpo/simpo0",
+        "generation_config": {
+            "bos_token_id": 147075,
+            "do_sample": true,
+            "eos_token_id": [
+                147077
+            ],
+            "max_length": 32768,
+            "max_new_tokens": 64,
+            "pad_token_id": 147075,
+            "stop_strings": [
+                "<|im_end|>"
+            ],
+            "temperature": 0.1,
+            "top_k": 40,
+            "top_p": 0.9,
+            "transformers_version": "4.45.2",
+            "trust_remote_code": false
+        },
+        "conversation_template": {
+            "system_prompt": "",
+            "system_message_template": "<|im_start|>{role}\n{content}<|im_end|>\n",
+            "user_message_template": "<|im_start|>{role}\n{content}<|im_end|>\n",
+            "bot_message_template": "<|im_start|>{role}\n{content}<|im_end|>\n",
+            "bot_message_template_incomplete": "<|im_start|>{role}\n{content}",
+            "user_role": "user",
+            "bot_role": "assistant",
+            "system_role": "system",
+            "global_prefix": "",
+            "suffix": "<|im_start|>assistant\n",
+            "add_special_tokens": false,
+            "eos_token": "<|im_end|>"
+        },
+        "load_in_8bit": false,
+        "torch_dtype": "auto",
+        "use_flash_attention_2": true,
+        "device_map": "cuda:0",
+        "use_fast_tokenizer": true,
+        "leading_space": false,
+        "space_token": null,
+        "trust_remote_code": false,
+        "max_model_len": 32768
+    },
+    "task_params": {
+        "max_len": 4000,
+        "few_shot_count": 0,
+        "batch_size": 8,
+        "max_sample_per_dataset": 10000000000000,
+        "method": "calculate_tokens_proba"
+    }
+}

llmtf_eval/darumeru_ruWorldTree_total.jsonl

@@ -0,0 +1,8 @@
+{
+    "task_name": "darumeru/ruWorldTree",
+    "results": {
+        "acc": 0.9047619047619048,
+        "f1_macro": 0.9043404138496471
+    },
+    "leaderboard_result": 0.904551159305776
+}

llmtf_eval/evaluation_log.txt

@@ -0,0 +1,251 @@
+INFO: 2024-10-17 21:30:14,019: llmtf.base.evaluator: Starting eval on ['darumeru/multiq']
+INFO: 2024-10-17 21:30:14,019: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [147077]
+INFO: 2024-10-17 21:30:14,019: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['<|im_end|>']
+INFO: 2024-10-17 21:30:20,481: llmtf.base.darumeru/MultiQ: Loading Dataset: 6.46s
+INFO: 2024-10-17 21:35:59,593: llmtf.base.darumeru/MultiQ: Processing Dataset: 339.11s
+INFO: 2024-10-17 21:35:59,593: llmtf.base.darumeru/MultiQ: Results for darumeru/MultiQ:
+INFO: 2024-10-17 21:35:59,594: llmtf.base.darumeru/MultiQ: {'f1': 0.3346248767848689, 'em': 0.22275334608030592}
+INFO: 2024-10-17 21:35:59,599: llmtf.base.evaluator: Ended eval
+INFO: 2024-10-17 21:35:59,599: llmtf.base.evaluator: 
+mean	darumeru/MultiQ
+0.279	0.279
+INFO: 2024-10-17 21:36:08,809: llmtf.base.evaluator: Starting eval on ['darumeru/parus']
+INFO: 2024-10-17 21:36:08,810: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [147077]
+INFO: 2024-10-17 21:36:08,810: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['<|im_end|>']
+INFO: 2024-10-17 21:36:12,969: llmtf.base.darumeru/PARus: Loading Dataset: 4.16s
+INFO: 2024-10-17 21:36:18,316: llmtf.base.darumeru/PARus: Processing Dataset: 5.35s
+INFO: 2024-10-17 21:36:18,317: llmtf.base.darumeru/PARus: Results for darumeru/PARus:
+INFO: 2024-10-17 21:36:18,327: llmtf.base.darumeru/PARus: {'acc': 0.7}
+INFO: 2024-10-17 21:36:18,327: llmtf.base.evaluator: Ended eval
+INFO: 2024-10-17 21:36:18,328: llmtf.base.evaluator: 
+mean	darumeru/MultiQ	darumeru/PARus
+0.489	0.279	0.700
+INFO: 2024-10-17 21:36:27,550: llmtf.base.evaluator: Starting eval on ['darumeru/rcb']
+INFO: 2024-10-17 21:36:27,550: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [147077]
+INFO: 2024-10-17 21:36:27,551: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['<|im_end|>']
+INFO: 2024-10-17 21:36:31,450: llmtf.base.darumeru/RCB: Loading Dataset: 3.90s
+INFO: 2024-10-17 21:36:38,683: llmtf.base.darumeru/RCB: Processing Dataset: 7.23s
+INFO: 2024-10-17 21:36:38,683: llmtf.base.darumeru/RCB: Results for darumeru/RCB:
+INFO: 2024-10-17 21:36:38,686: llmtf.base.darumeru/RCB: {'acc': 0.5454545454545454, 'f1_macro': 0.49090309951702227}
+INFO: 2024-10-17 21:36:38,687: llmtf.base.evaluator: Ended eval
+INFO: 2024-10-17 21:36:38,688: llmtf.base.evaluator: 
+mean	darumeru/MultiQ	darumeru/PARus	darumeru/RCB
+0.499	0.279	0.700	0.518
+INFO: 2024-10-17 21:36:48,734: llmtf.base.evaluator: Starting eval on ['darumeru/ruopenbookqa']
+INFO: 2024-10-17 21:36:48,735: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [147077]
+INFO: 2024-10-17 21:36:48,735: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['<|im_end|>']
+INFO: 2024-10-17 21:36:54,900: llmtf.base.darumeru/ruOpenBookQA: Loading Dataset: 6.17s
+INFO: 2024-10-17 21:38:00,519: llmtf.base.darumeru/ruOpenBookQA: Processing Dataset: 65.62s
+INFO: 2024-10-17 21:38:00,520: llmtf.base.darumeru/ruOpenBookQA: Results for darumeru/ruOpenBookQA:
+INFO: 2024-10-17 21:38:00,532: llmtf.base.darumeru/ruOpenBookQA: {'acc': 0.7302405498281787, 'f1_macro': 0.7304546157096631}
+INFO: 2024-10-17 21:38:00,541: llmtf.base.evaluator: Ended eval
+INFO: 2024-10-17 21:38:00,542: llmtf.base.evaluator: 
+mean	darumeru/MultiQ	darumeru/PARus	darumeru/RCB	darumeru/ruOpenBookQA
+0.557	0.279	0.700	0.518	0.730
+INFO: 2024-10-17 21:38:09,745: llmtf.base.evaluator: Starting eval on ['darumeru/ruworldtree']
+INFO: 2024-10-17 21:38:09,745: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [147077]
+INFO: 2024-10-17 21:38:09,745: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['<|im_end|>']
+INFO: 2024-10-17 21:38:14,102: llmtf.base.darumeru/ruWorldTree: Loading Dataset: 4.36s
+INFO: 2024-10-17 21:38:16,932: llmtf.base.darumeru/ruWorldTree: Processing Dataset: 2.83s
+INFO: 2024-10-17 21:38:16,933: llmtf.base.darumeru/ruWorldTree: Results for darumeru/ruWorldTree:
+INFO: 2024-10-17 21:38:16,936: llmtf.base.darumeru/ruWorldTree: {'acc': 0.9047619047619048, 'f1_macro': 0.9043404138496471}
+INFO: 2024-10-17 21:38:16,936: llmtf.base.evaluator: Ended eval
+INFO: 2024-10-17 21:38:16,937: llmtf.base.evaluator: 
+mean	darumeru/MultiQ	darumeru/PARus	darumeru/RCB	darumeru/ruOpenBookQA	darumeru/ruWorldTree
+0.626	0.279	0.700	0.518	0.730	0.905
+INFO: 2024-10-17 21:38:26,077: llmtf.base.evaluator: Starting eval on ['darumeru/rwsd']
+INFO: 2024-10-17 21:38:26,077: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [147077]
+INFO: 2024-10-17 21:38:26,077: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['<|im_end|>']
+INFO: 2024-10-17 21:38:30,781: llmtf.base.darumeru/RWSD: Loading Dataset: 4.70s
+INFO: 2024-10-17 21:38:36,497: llmtf.base.darumeru/RWSD: Processing Dataset: 5.72s
+INFO: 2024-10-17 21:38:36,497: llmtf.base.darumeru/RWSD: Results for darumeru/RWSD:
+INFO: 2024-10-17 21:38:36,498: llmtf.base.darumeru/RWSD: {'acc': 0.6029411764705882}
+INFO: 2024-10-17 21:38:36,499: llmtf.base.evaluator: Ended eval
+INFO: 2024-10-17 21:38:36,500: llmtf.base.evaluator: 
+mean	darumeru/MultiQ	darumeru/PARus	darumeru/RCB	darumeru/RWSD	darumeru/ruOpenBookQA	darumeru/ruWorldTree
+0.622	0.279	0.700	0.518	0.603	0.730	0.905
+INFO: 2024-10-17 21:38:45,688: llmtf.base.evaluator: Starting eval on ['daru/treewayextractive']
+INFO: 2024-10-17 21:38:45,688: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [147077]
+INFO: 2024-10-17 21:38:45,688: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['<|im_end|>']
+INFO: 2024-10-17 21:39:02,002: llmtf.base.daru/treewayextractive: Loading Dataset: 16.31s
+INFO: 2024-10-17 21:42:05,777: llmtf.base.daru/treewayextractive: Processing Dataset: 183.77s
+INFO: 2024-10-17 21:42:05,777: llmtf.base.daru/treewayextractive: Results for daru/treewayextractive:
+INFO: 2024-10-17 21:42:06,010: llmtf.base.daru/treewayextractive: {'r-prec': 0.3917218614718615}
+INFO: 2024-10-17 21:42:06,052: llmtf.base.evaluator: Ended eval
+INFO: 2024-10-17 21:42:06,054: llmtf.base.evaluator: 
+mean	daru/treewayextractive	darumeru/MultiQ	darumeru/PARus	darumeru/RCB	darumeru/RWSD	darumeru/ruOpenBookQA	darumeru/ruWorldTree
+0.589	0.392	0.279	0.700	0.518	0.603	0.730	0.905
+INFO: 2024-10-17 21:42:15,170: llmtf.base.evaluator: Starting eval on ['nlpcoreteam/rummlu']
+INFO: 2024-10-17 21:42:15,170: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [147077]
+INFO: 2024-10-17 21:42:15,170: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['<|im_end|>']
+INFO: 2024-10-17 21:46:47,282: llmtf.base.nlpcoreteam/ruMMLU: Loading Dataset: 272.11s
+INFO: 2024-10-17 21:56:29,398: llmtf.base.nlpcoreteam/ruMMLU: Processing Dataset: 582.12s
+INFO: 2024-10-17 21:56:29,399: llmtf.base.nlpcoreteam/ruMMLU: Results for nlpcoreteam/ruMMLU:
+INFO: 2024-10-17 21:56:29,464: llmtf.base.nlpcoreteam/ruMMLU:                                        metric
+subject                                      
+abstract_algebra                     0.340000
+anatomy                              0.414815
+astronomy                            0.611842
+business_ethics                      0.610000
+clinical_knowledge                   0.554717
+college_biology                      0.548611
+college_chemistry                    0.380000
+college_computer_science             0.450000
+college_mathematics                  0.400000
+college_medicine                     0.526012
+college_physics                      0.470588
+computer_security                    0.620000
+conceptual_physics                   0.565957
+econometrics                         0.377193
+electrical_engineering               0.537931
+elementary_mathematics               0.529101
+formal_logic                         0.365079
+global_facts                         0.360000
+high_school_biology                  0.664516
+high_school_chemistry                0.487685
+high_school_computer_science         0.700000
+high_school_european_history         0.751515
+high_school_geography                0.722222
+high_school_government_and_politics  0.564767
+high_school_macroeconomics           0.528205
+high_school_mathematics              0.433333
+high_school_microeconomics           0.533613
+high_school_physics                  0.403974
+high_school_psychology               0.713761
+high_school_statistics               0.523148
+high_school_us_history               0.661765
+high_school_world_history            0.717300
+human_aging                          0.587444
+human_sexuality                      0.618321
+international_law                    0.735537
+jurisprudence                        0.666667
+logical_fallacies                    0.564417
+machine_learning                     0.392857
+management                           0.650485
+marketing                            0.752137
+medical_genetics                     0.580000
+miscellaneous                        0.632184
+moral_disputes                       0.583815
+moral_scenarios                      0.299441
+nutrition                            0.637255
+philosophy                           0.617363
+prehistory                           0.561728
+professional_accounting              0.386525
+professional_law                     0.377445
+professional_medicine                0.481618
+professional_psychology              0.516340
+public_relations                     0.500000
+security_studies                     0.648980
+sociology                            0.756219
+us_foreign_policy                    0.720000
+virology                             0.439759
+world_religions                      0.719298
+INFO: 2024-10-17 21:56:29,473: llmtf.base.nlpcoreteam/ruMMLU:                                    metric
+subject                                  
+STEM                             0.503308
+humanities                       0.586259
+other (business, health, misc.)  0.543782
+social sciences                  0.599968
+INFO: 2024-10-17 21:56:29,478: llmtf.base.nlpcoreteam/ruMMLU: {'acc': 0.5583294528508019}
+INFO: 2024-10-17 21:56:29,516: llmtf.base.evaluator: Ended eval
+INFO: 2024-10-17 21:56:29,518: llmtf.base.evaluator: 
+mean	daru/treewayextractive	darumeru/MultiQ	darumeru/PARus	darumeru/RCB	darumeru/RWSD	darumeru/ruOpenBookQA	darumeru/ruWorldTree	nlpcoreteam/ruMMLU
+0.586	0.392	0.279	0.700	0.518	0.603	0.730	0.905	0.558
+INFO: 2024-10-17 21:56:39,535: llmtf.base.evaluator: Starting eval on ['nlpcoreteam/enmmlu']
+INFO: 2024-10-17 21:56:39,536: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [147077]
+INFO: 2024-10-17 21:56:39,536: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['<|im_end|>']
+INFO: 2024-10-17 21:58:54,966: llmtf.base.nlpcoreteam/enMMLU: Loading Dataset: 135.43s
+INFO: 2024-10-17 22:08:04,419: llmtf.base.nlpcoreteam/enMMLU: Processing Dataset: 549.45s
+INFO: 2024-10-17 22:08:04,426: llmtf.base.nlpcoreteam/enMMLU: Results for nlpcoreteam/enMMLU:
+INFO: 2024-10-17 22:08:04,492: llmtf.base.nlpcoreteam/enMMLU:                                        metric
+subject                                      
+abstract_algebra                     0.380000
+anatomy                              0.637037
+astronomy                            0.717105
+business_ethics                      0.700000
+clinical_knowledge                   0.705660
+college_biology                      0.715278
+college_chemistry                    0.470000
+college_computer_science             0.580000
+college_mathematics                  0.330000
+college_medicine                     0.664740
+college_physics                      0.509804
+computer_security                    0.740000
+conceptual_physics                   0.642553
+econometrics                         0.508772
+electrical_engineering               0.600000
+elementary_mathematics               0.547619
+formal_logic                         0.412698
+global_facts                         0.360000
+high_school_biology                  0.783871
+high_school_chemistry                0.581281
+high_school_computer_science         0.710000
+high_school_european_history         0.800000
+high_school_geography                0.757576
+high_school_government_and_politics  0.854922
+high_school_macroeconomics           0.679487
+high_school_mathematics              0.455556
+high_school_microeconomics           0.773109
+high_school_physics                  0.437086
+high_school_psychology               0.844037
+high_school_statistics               0.652778
+high_school_us_history               0.833333
+high_school_world_history            0.843882
+human_aging                          0.677130
+human_sexuality                      0.786260
+international_law                    0.768595
+jurisprudence                        0.814815
+logical_fallacies                    0.803681
+machine_learning                     0.446429
+management                           0.786408
+marketing                            0.858974
+medical_genetics                     0.760000
+miscellaneous                        0.795658
+moral_disputes                       0.667630
+moral_scenarios                      0.311732
+nutrition                            0.732026
+philosophy                           0.704180
+prehistory                           0.712963
+professional_accounting              0.503546
+professional_law                     0.457627
+professional_medicine                0.658088
+professional_psychology              0.668301
+public_relations                     0.709091
+security_studies                     0.697959
+sociology                            0.800995
+us_foreign_policy                    0.800000
+virology                             0.506024
+world_religions                      0.801170
+INFO: 2024-10-17 22:08:04,506: llmtf.base.nlpcoreteam/enMMLU:                                    metric
+subject                                  
+STEM                             0.572187
+humanities                       0.687100
+other (business, health, misc.)  0.667521
+social sciences                  0.740042
+INFO: 2024-10-17 22:08:04,511: llmtf.base.nlpcoreteam/enMMLU: {'acc': 0.6667125709237595}
+INFO: 2024-10-17 22:08:04,554: llmtf.base.evaluator: Ended eval
+INFO: 2024-10-17 22:08:04,556: llmtf.base.evaluator: 
+mean	daru/treewayextractive	darumeru/MultiQ	darumeru/PARus	darumeru/RCB	darumeru/RWSD	darumeru/ruOpenBookQA	darumeru/ruWorldTree	nlpcoreteam/enMMLU	nlpcoreteam/ruMMLU
+0.595	0.392	0.279	0.700	0.518	0.603	0.730	0.905	0.667	0.558
+INFO: 2024-10-17 22:08:14,512: llmtf.base.evaluator: Starting eval on ['daru/treewayabstractive']
+INFO: 2024-10-17 22:08:14,513: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [147077]
+INFO: 2024-10-17 22:08:14,513: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['<|im_end|>']
+INFO: 2024-10-17 22:08:18,791: llmtf.base.daru/treewayabstractive: Loading Dataset: 4.28s
+INFO: 2024-10-17 22:11:46,260: llmtf.base.daru/treewayabstractive: Processing Dataset: 207.47s
+INFO: 2024-10-17 22:11:46,260: llmtf.base.daru/treewayabstractive: Results for daru/treewayabstractive:
+INFO: 2024-10-17 22:11:46,261: llmtf.base.daru/treewayabstractive: {'rouge1': 0.33109987599556284, 'rouge2': 0.11202889150257295}
+INFO: 2024-10-17 22:11:46,262: llmtf.base.evaluator: Ended eval
+INFO: 2024-10-17 22:11:46,263: llmtf.base.evaluator: 
+mean	daru/treewayabstractive	daru/treewayextractive	darumeru/MultiQ	darumeru/PARus	darumeru/RCB	darumeru/RWSD	darumeru/ruOpenBookQA	darumeru/ruWorldTree	nlpcoreteam/enMMLU	nlpcoreteam/ruMMLU
+0.557	0.222	0.392	0.279	0.700	0.518	0.603	0.730	0.905	0.667	0.558
+INFO: 2024-10-17 22:11:55,717: llmtf.base.evaluator: Starting eval on ['darumeru/cp_para_ru']
+INFO: 2024-10-17 22:11:55,717: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [147077]
+INFO: 2024-10-17 22:11:55,717: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['<|im_end|>']
+INFO: 2024-10-17 22:11:59,846: llmtf.base.darumeru/cp_para_ru: Loading Dataset: 4.13s
+INFO: 2024-10-17 22:14:29,975: llmtf.base.darumeru/cp_para_ru: Processing Dataset: 150.13s
+INFO: 2024-10-17 22:14:29,975: llmtf.base.darumeru/cp_para_ru: Results for darumeru/cp_para_ru:
+INFO: 2024-10-17 22:14:29,976: llmtf.base.darumeru/cp_para_ru: {'symbol_per_token': 3.993754090002875, 'len': 0.9986883734384026, 'lcs': 0.98}
+INFO: 2024-10-17 22:14:29,977: llmtf.base.evaluator: Ended eval
+INFO: 2024-10-17 22:14:29,977: llmtf.base.evaluator: 
+mean	daru/treewayabstractive	daru/treewayextractive	darumeru/MultiQ	darumeru/PARus	darumeru/RCB	darumeru/RWSD	darumeru/cp_para_ru	darumeru/ruOpenBookQA	darumeru/ruWorldTree	nlpcoreteam/enMMLU	nlpcoreteam/ruMMLU
+0.596	0.222	0.392	0.279	0.700	0.518	0.603	0.980	0.730	0.905	0.667	0.558

llmtf_eval/evaluation_results.txt

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+}

special_tokens_map.json

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+{
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "bos_token": {
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+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
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+  "eos_token": {
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+    "rstrip": false,
+    "single_word": false
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+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.json

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+version https://git-lfs.github.com/spec/v1
+oid sha256:84b9483a1bfb5b8bb09b0269429a5e7fd89ee2868eb31cc70d5f695b64b95852
+size 12441282

tokenizer_config.json

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+  "add_prefix_space": false,
+  "added_tokens_decoder": {
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+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
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+  "eos_token": "<|im_end|>",
+  "errors": "replace",
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+  "pad_token": "<|endoftext|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
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+}