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ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct

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Model Card

Model Card for Kurtis-E1.1-Qwen2.5-3B-Instruct

[!WARNING] This repository contains experimental models designed strictly for academic evaluation and research purposes. Critical Constraints: No Production Deployment: Experimental models must not be deployed in commercial, enterprise, or mission-critical environments under any circumstances. No Liability: Experimental models are provided "as-is" without warranties of any kind. The developers assume zero liability for downstream consequences, system integration failures, or regulatory non-compliance resulting from unauthorized deployment.

Kurtis E1.1 fine-tuned with flower

Eval Results

Evaluation tasks were performed with the LM Evaluation Harness on an NVIDIA A40.

hellaswag

lm_eval --model hf --model_args pretrained=ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct  --tasks hellaswag --device cuda:0 --batch_size 8
TasksVersionFiltern-shotMetricValueStderr
hellaswag1none0acc↑0.5555±0.0050
none0acc_norm↑0.7412±0.0044

arc_easy

lm_eval --model hf --model_args pretrained=ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct  --tasks arc_easy --device cuda:0 --batch_size 8
TasksVersionFiltern-shotMetricValueStderr
arc_easy1none0acc↑0.7710±0.0086
none0acc_norm↑0.6789±0.0096

arc_challenge

lm_eval --model hf --model_args pretrained=ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct  --tasks arc_challenge --device cuda:0 --batch_size 8
TasksVersionFiltern-shotMetricValueStderr
arc_challenge1none0acc↑0.436±0.0145
none0acc_norm↑0.448±0.0145

mmlu

lm_eval --model hf --model_args pretrained=ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct  --tasks mmlu --device cuda:0 --batch_size 8
TasksVersionFiltern-shotMetricValueStderr
mmlu2noneacc↑0.6522±0.0038
- humanities2noneacc↑0.5734±0.0066
- formal_logic1none0acc↑0.4603±0.0446
- highschooleuropean_history1none0acc↑0.7939±0.0316
- highschoolus_history1none0acc↑0.8333±0.0262
- highschoolworld_history1none0acc↑0.8397±0.0239
- international_law1none0acc↑0.7769±0.0380
- jurisprudence1none0acc↑0.7963±0.0389
- logical_fallacies1none0acc↑0.7975±0.0316
- moral_disputes1none0acc↑0.6850±0.0250
- moral_scenarios1none0acc↑0.2905±0.0152
- philosophy1none0acc↑0.7106±0.0258
- prehistory1none0acc↑0.7438±0.0243
- professional_law1none0acc↑0.4759±0.0128
- world_religions1none0acc↑0.8246±0.0292
- other2noneacc↑0.7087±0.0079
- business_ethics1none0acc↑0.7300±0.0446
- clinical_knowledge1none0acc↑0.7321±0.0273
- college_medicine1none0acc↑0.6705±0.0358
- global_facts1none0acc↑0.3900±0.0490
- human_aging1none0acc↑0.7130±0.0304
- management1none0acc↑0.7961±0.0399
- marketing1none0acc↑0.8803±0.0213
- medical_genetics1none0acc↑0.7600±0.0429
- miscellaneous1none0acc↑0.7957±0.0144
- nutrition1none0acc↑0.7353±0.0253
- professional_accounting1none0acc↑0.5426±0.0297
- professional_medicine1none0acc↑0.6434±0.0291
- virology1none0acc↑0.4880±0.0389
- social sciences2noneacc↑0.7618±0.0076
- econometrics1none0acc↑0.5439±0.0469
- highschoolgeography1none0acc↑0.7677±0.0301
- highschoolgovernmentandpolitics1none0acc↑0.8860±0.0229
- highschoolmacroeconomics1none0acc↑0.6949±0.0233
- highschoolmicroeconomics1none0acc↑0.7773±0.0270
- highschoolpsychology1none0acc↑0.8477±0.0154
- human_sexuality1none0acc↑0.7786±0.0364
- professional_psychology1none0acc↑0.7075±0.0184
- public_relations1none0acc↑0.6818±0.0446
- security_studies1none0acc↑0.7224±0.0287
- sociology1none0acc↑0.8458±0.0255
- usforeignpolicy1none0acc↑0.8400±0.0368
- stem2noneacc↑0.6070±0.0085
- abstract_algebra1none0acc↑0.4700±0.0502
- anatomy1none0acc↑0.6667±0.0407
- astronomy1none0acc↑0.6776±0.0380
- college_biology1none0acc↑0.7222±0.0375
- college_chemistry1none0acc↑0.5000±0.0503
- collegecomputerscience1none0acc↑0.6000±0.0492
- college_mathematics1none0acc↑0.3400±0.0476
- college_physics1none0acc↑0.4902±0.0497
- computer_security1none0acc↑0.7000±0.0461
- conceptual_physics1none0acc↑0.6468±0.0312
- electrical_engineering1none0acc↑0.6690±0.0392
- elementary_mathematics1none0acc↑0.5979±0.0253
- highschoolbiology1none0acc↑0.8129±0.0222
- highschoolchemistry1none0acc↑0.5813±0.0347
- highschoolcomputer_science1none0acc↑0.7800±0.0416
- highschoolmathematics1none0acc↑0.5037±0.0305
- highschoolphysics1none0acc↑0.4437±0.0406
- highschoolstatistics1none0acc↑0.5972±0.0334
- machine_learning1none0acc↑0.4554±0.0473
GroupsVersionFiltern-shotMetricValueStderr
mmlu2noneacc↑0.6522±0.0038
- humanities2noneacc↑0.5734±0.0066
- other2noneacc↑0.7087±0.0079
- social sciences2noneacc↑0.7618±0.0076
- stem2noneacc↑0.6070±0.0085

mmlu (5-shot)

lm_eval   --model hf   --model_args pretrained=ethicalabs/Kurtis-E1.1-Qwen2.5-3B-Instruct   --tasks mmlu   --device cuda:0   --batch_size 8 --num_fewshot 5
TasksVersionFiltern-shotMetricValueStderr
mmlu2noneacc↑0.6629±0.0038
- humanities2noneacc↑0.5862±0.0067
- formal_logic1none5acc↑0.4683±0.0446
- highschooleuropean_history1none5acc↑0.7818±0.0323
- highschoolus_history1none5acc↑0.8284±0.0265
- highschoolworld_history1none5acc↑0.8692±0.0219
- international_law1none5acc↑0.7769±0.0380
- jurisprudence1none5acc↑0.7963±0.0389
- logical_fallacies1none5acc↑0.8098±0.0308
- moral_disputes1none5acc↑0.7110±0.0244
- moral_scenarios1none5acc↑0.3464±0.0159
- philosophy1none5acc↑0.7042±0.0259
- prehistory1none5acc↑0.7284±0.0247
- professional_law1none5acc↑0.4759±0.0128
- world_religions1none5acc↑0.8304±0.0288
- other2noneacc↑0.7171±0.0078
- business_ethics1none5acc↑0.7400±0.0441
- clinical_knowledge1none5acc↑0.7321±0.0273
- college_medicine1none5acc↑0.6647±0.0360
- global_facts1none5acc↑0.4100±0.0494
- human_aging1none5acc↑0.7220±0.0301
- management1none5acc↑0.7864±0.0406
- marketing1none5acc↑0.8889±0.0206
- medical_genetics1none5acc↑0.7900±0.0409
- miscellaneous1none5acc↑0.7957±0.0144
- nutrition1none5acc↑0.7680±0.0242
- professional_accounting1none5acc↑0.5532±0.0297
- professional_medicine1none5acc↑0.6471±0.0290
- virology1none5acc↑0.5120±0.0389
- social sciences2noneacc↑0.7735±0.0075
- econometrics1none5acc↑0.5877±0.0463
- highschoolgeography1none5acc↑0.7828±0.0294
- highschoolgovernmentandpolitics1none5acc↑0.8756±0.0238
- highschoolmacroeconomics1none5acc↑0.7051±0.0231
- highschoolmicroeconomics1none5acc↑0.7773±0.0270
- highschoolpsychology1none5acc↑0.8550±0.0151
- human_sexuality1none5acc↑0.8092±0.0345
- professional_psychology1none5acc↑0.7288±0.0180
- public_relations1none5acc↑0.6909±0.0443
- security_studies1none5acc↑0.7551±0.0275
- sociology1none5acc↑0.8308±0.0265
- usforeignpolicy1none5acc↑0.8300±0.0378
- stem2noneacc↑0.6159±0.0084
- abstract_algebra1none5acc↑0.5000±0.0503
- anatomy1none5acc↑0.6222±0.0419
- astronomy1none5acc↑0.7500±0.0352
- college_biology1none5acc↑0.7083±0.0380
- college_chemistry1none5acc↑0.4700±0.0502
- collegecomputerscience1none5acc↑0.6200±0.0488
- college_mathematics1none5acc↑0.4000±0.0492
- college_physics1none5acc↑0.4902±0.0497
- computer_security1none5acc↑0.8200±0.0386
- conceptual_physics1none5acc↑0.6383±0.0314
- electrical_engineering1none5acc↑0.6483±0.0398
- elementary_mathematics1none5acc↑0.5820±0.0254
- highschoolbiology1none5acc↑0.8161±0.0220
- highschoolchemistry1none5acc↑0.6059±0.0344
- highschoolcomputer_science1none5acc↑0.7500±0.0435
- highschoolmathematics1none5acc↑0.4926±0.0305
- highschoolphysics1none5acc↑0.4702±0.0408
- highschoolstatistics1none5acc↑0.6343±0.0328
- machine_learning1none5acc↑0.4911±0.0475
GroupsVersionFiltern-shotMetricValueStderr
mmlu2noneacc↑0.6629±0.0038
- humanities2noneacc↑0.5862±0.0067
- other2noneacc↑0.7171±0.0078
- social sciences2noneacc↑0.7735±0.0075
- stem2noneacc↑0.6159±0.0084