bert-base-token-dropping-finewebs-951k/scandeval_benchmark_results.jsonl

{"dataset": "conll-en", "task": "named-entity-recognition", "dataset_languages": ["en"], "model": "model-garden-lms/bert-base-token-dropping-finewebs-951k", "results": {"raw": {"test": [{"test_loss": 0.10950741916894913, "test_micro_f1_no_misc": 0.8992357200321801, "test_micro_f1": 0.8923972481919209, "test_runtime": 3.46, "test_samples_per_second": 591.91, "test_steps_per_second": 18.497}, {"test_loss": 0.11367154121398926, "test_micro_f1_no_misc": 0.8954623779437105, "test_micro_f1": 0.8896451969709862, "test_runtime": 3.4668, "test_samples_per_second": 590.754, "test_steps_per_second": 18.461}, {"test_loss": 0.09588578343391418, "test_micro_f1_no_misc": 0.8933092224231465, "test_micro_f1": 0.8952797202797202, "test_runtime": 3.0375, "test_samples_per_second": 674.233, "test_steps_per_second": 21.07}, {"test_loss": 0.10959064215421677, "test_micro_f1_no_misc": 0.8695821185617104, "test_micro_f1": 0.8696092497257152, "test_runtime": 3.3343, "test_samples_per_second": 614.229, "test_steps_per_second": 19.195}, {"test_loss": 0.11024008691310883, "test_micro_f1_no_misc": 0.8869515777504027, "test_micro_f1": 0.8853112033195021, "test_runtime": 3.2699, "test_samples_per_second": 626.328, "test_steps_per_second": 19.573}, {"test_loss": 0.1195472776889801, "test_micro_f1_no_misc": 0.8911544810175746, "test_micro_f1": 0.8910449042671934, "test_runtime": 3.4785, "test_samples_per_second": 588.76, "test_steps_per_second": 18.399}, {"test_loss": 0.13217391073703766, "test_micro_f1_no_misc": 0.8789770438985098, "test_micro_f1": 0.8824676475802162, "test_runtime": 3.4859, "test_samples_per_second": 587.515, "test_steps_per_second": 18.36}, {"test_loss": 0.1013784110546112, "test_micro_f1_no_misc": 0.9033189033189033, "test_micro_f1": 0.8963695244588374, "test_runtime": 3.4263, "test_samples_per_second": 597.734, "test_steps_per_second": 18.679}, {"test_loss": 0.11154830455780029, "test_micro_f1_no_misc": 0.8738393217601937, "test_micro_f1": 0.874822695035461, "test_runtime": 3.0565, "test_samples_per_second": 670.056, "test_steps_per_second": 20.939}, {"test_loss": 0.11444048583507538, "test_micro_f1_no_misc": 0.8894240417419225, "test_micro_f1": 0.8868517548454689, "test_runtime": 3.5427, "test_samples_per_second": 578.09, "test_steps_per_second": 18.065}]}, "total": {"test_micro_f1_no_misc": 88.81254808448254, "test_micro_f1_no_misc_se": 0.6786062386861138, "test_micro_f1": 88.63799144675022, "test_micro_f1_se": 0.5384063204743449}}, "num_model_parameters": 135849472, "max_sequence_length": 512, "vocabulary_size": 64000, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
{"dataset": "sst5", "task": "sentiment-classification", "dataset_languages": ["en"], "model": "model-garden-lms/bert-base-token-dropping-finewebs-951k", "results": {"raw": {"test": [{"test_loss": 0.6351689100265503, "test_mcc": 0.5952810179800109, "test_macro_f1": 0.5820724890731808, "test_runtime": 1.5365, "test_samples_per_second": 1332.926, "test_steps_per_second": 41.654}, {"test_loss": 0.7008631229400635, "test_mcc": 0.5624536588307857, "test_macro_f1": 0.5378320636609684, "test_runtime": 1.5051, "test_samples_per_second": 1360.712, "test_steps_per_second": 42.522}, {"test_loss": 0.6499729156494141, "test_mcc": 0.5823435096607305, "test_macro_f1": 0.6278336742683222, "test_runtime": 1.5095, "test_samples_per_second": 1356.741, "test_steps_per_second": 42.398}, {"test_loss": 0.6296373605728149, "test_mcc": 0.6050973738413162, "test_macro_f1": 0.561449834020655, "test_runtime": 1.513, "test_samples_per_second": 1353.567, "test_steps_per_second": 42.299}, {"test_loss": 0.6504173278808594, "test_mcc": 0.5738939879592776, "test_macro_f1": 0.6146574136498678, "test_runtime": 1.532, "test_samples_per_second": 1336.78, "test_steps_per_second": 41.774}, {"test_loss": 0.6780139207839966, "test_mcc": 0.5533237595861064, "test_macro_f1": 0.5536694756531314, "test_runtime": 1.4931, "test_samples_per_second": 1371.612, "test_steps_per_second": 42.863}, {"test_loss": 0.6571882963180542, "test_mcc": 0.5808172341845973, "test_macro_f1": 0.5660922511025431, "test_runtime": 1.5069, "test_samples_per_second": 1359.109, "test_steps_per_second": 42.472}, {"test_loss": 0.7202134132385254, "test_mcc": 0.5297547837192288, "test_macro_f1": 0.516714906540488, "test_runtime": 1.5088, "test_samples_per_second": 1357.353, "test_steps_per_second": 42.417}, {"test_loss": 0.6517357230186462, "test_mcc": 0.5939244822513224, "test_macro_f1": 0.5772794140634591, "test_runtime": 1.4581, "test_samples_per_second": 1404.556, "test_steps_per_second": 43.892}, {"test_loss": 0.6697933673858643, "test_mcc": 0.5666854689698616, "test_macro_f1": 0.5474933425719847, "test_runtime": 1.5083, "test_samples_per_second": 1357.805, "test_steps_per_second": 42.431}]}, "total": {"test_mcc": 57.43575276983238, "test_mcc_se": 1.3864991962639754, "test_macro_f1": 56.85094864604599, "test_macro_f1_se": 2.0918123234952937}}, "num_model_parameters": 135849472, "max_sequence_length": 512, "vocabulary_size": 64000, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
{"dataset": "scala-en", "task": "linguistic-acceptability", "dataset_languages": ["en"], "model": "model-garden-lms/bert-base-token-dropping-finewebs-951k", "results": {"raw": {"test": [{"test_loss": 0.5192041993141174, "test_mcc": 0.5645268093886423, "test_macro_f1": 0.7728174603174603, "test_runtime": 1.703, "test_samples_per_second": 1202.594, "test_steps_per_second": 37.581}, {"test_loss": 0.5109782218933105, "test_mcc": 0.5229895810718517, "test_macro_f1": 0.7597509613623878, "test_runtime": 1.7367, "test_samples_per_second": 1179.219, "test_steps_per_second": 36.851}, {"test_loss": 0.539726197719574, "test_mcc": 0.527478144941672, "test_macro_f1": 0.7307524137034542, "test_runtime": 1.7221, "test_samples_per_second": 1189.256, "test_steps_per_second": 37.164}, {"test_loss": 0.47609955072402954, "test_mcc": 0.5989393726264566, "test_macro_f1": 0.7867339294030529, "test_runtime": 1.6646, "test_samples_per_second": 1230.33, "test_steps_per_second": 38.448}, {"test_loss": 0.5172504186630249, "test_mcc": 0.5373359782979568, "test_macro_f1": 0.7386669832037509, "test_runtime": 1.6979, "test_samples_per_second": 1206.166, "test_steps_per_second": 37.693}, {"test_loss": 0.5405833721160889, "test_mcc": 0.4992409958650977, "test_macro_f1": 0.7124230814315768, "test_runtime": 1.726, "test_samples_per_second": 1186.578, "test_steps_per_second": 37.081}, {"test_loss": 0.6364226341247559, "test_mcc": 0.32570987969460025, "test_macro_f1": 0.5624569070162662, "test_runtime": 1.7473, "test_samples_per_second": 1172.11, "test_steps_per_second": 36.628}, {"test_loss": 0.5140575170516968, "test_mcc": 0.535949880585042, "test_macro_f1": 0.7241478999326533, "test_runtime": 1.7735, "test_samples_per_second": 1154.79, "test_steps_per_second": 36.087}, {"test_loss": 0.47059136629104614, "test_mcc": 0.5695543996689025, "test_macro_f1": 0.7766727301677676, "test_runtime": 1.7223, "test_samples_per_second": 1189.109, "test_steps_per_second": 37.16}, {"test_loss": 0.5984447002410889, "test_mcc": 0.4093071539325107, "test_macro_f1": 0.6574966648155596, "test_runtime": 1.7469, "test_samples_per_second": 1172.356, "test_steps_per_second": 36.636}]}, "total": {"test_mcc": 50.91032196072732, "test_mcc_se": 5.083193230528966, "test_macro_f1": 72.2191903135393, "test_macro_f1_se": 4.196219821172219}}, "num_model_parameters": 135849472, "max_sequence_length": 512, "vocabulary_size": 64000, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
{"dataset": "squad", "task": "reading-comprehension", "dataset_languages": ["en"], "model": "model-garden-lms/bert-base-token-dropping-finewebs-951k", "results": {"raw": {"test": [{"test_em": 56.390395042602634, "test_f1": 67.78289164921462}, {"test_em": 54.34108527131783, "test_f1": 64.80245997988831}, {"test_em": 53.40030911901082, "test_f1": 62.73483461281894}, {"test_em": 55.68535825545171, "test_f1": 66.11507826875902}, {"test_em": 54.13127413127413, "test_f1": 64.38411799048635}, {"test_em": 56.437933693138014, "test_f1": 68.35759862245398}, {"test_em": 53.910402429764616, "test_f1": 65.41470858268455}, {"test_em": 55.85725368502715, "test_f1": 64.64633879472495}, {"test_em": 49.64705882352941, "test_f1": 61.55938685506483}, {"test_em": 56.52173913043478, "test_f1": 68.47590052148541}]}, "total": {"test_em": 54.63228095815511, "test_em_se": 1.3027085738293973, "test_f1": 65.4273315877581, "test_f1_se": 1.4343799165442712}}, "num_model_parameters": 135849472, "max_sequence_length": 512, "vocabulary_size": 64000, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}