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bert-base-finewebs-851k/scandeval_benchmark_results.jsonl
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{"dataset": "conll-en", "task": "named-entity-recognition", "dataset_languages": ["en"], "model": "model-garden-lms/bert-base-finewebs-851k", "results": {"raw": {"test": [{"test_loss": 0.10557589679956436, "test_micro_f1_no_misc": 0.8982610433739756, "test_micro_f1": 0.8891242937853108, "test_runtime": 3.4441, "test_samples_per_second": 594.648, "test_steps_per_second": 18.583}, {"test_loss": 0.1168694943189621, "test_micro_f1_no_misc": 0.8969013006885999, "test_micro_f1": 0.8945255786147407, "test_runtime": 3.494, "test_samples_per_second": 586.141, "test_steps_per_second": 18.317}, {"test_loss": 0.09392710030078888, "test_micro_f1_no_misc": 0.9068035426731078, "test_micro_f1": 0.9057067603160667, "test_runtime": 2.942, "test_samples_per_second": 696.12, "test_steps_per_second": 21.754}, {"test_loss": 0.12382520735263824, "test_micro_f1_no_misc": 0.8774649269106249, "test_micro_f1": 0.8753189317911209, "test_runtime": 3.2344, "test_samples_per_second": 633.203, "test_steps_per_second": 19.788}, {"test_loss": 0.11253301799297333, "test_micro_f1_no_misc": 0.8878679917494843, "test_micro_f1": 0.8860927152317881, "test_runtime": 3.1623, "test_samples_per_second": 647.621, "test_steps_per_second": 20.238}, {"test_loss": 0.11224690079689026, "test_micro_f1_no_misc": 0.8854797733046708, "test_micro_f1": 0.8824286081811166, "test_runtime": 3.3778, "test_samples_per_second": 606.315, "test_steps_per_second": 18.947}, {"test_loss": 0.13084477186203003, "test_micro_f1_no_misc": 0.8908888664172313, "test_micro_f1": 0.8886327363007626, "test_runtime": 3.3784, "test_samples_per_second": 606.196, "test_steps_per_second": 18.944}, {"test_loss": 0.09918228536844254, "test_micro_f1_no_misc": 0.8993887649170466, "test_micro_f1": 0.8966874946503466, "test_runtime": 3.4288, "test_samples_per_second": 597.297, "test_steps_per_second": 18.666}, {"test_loss": 0.11034050583839417, "test_micro_f1_no_misc": 0.8896110490504722, "test_micro_f1": 0.8892831795599716, "test_runtime": 2.9575, "test_samples_per_second": 692.478, "test_steps_per_second": 21.64}, {"test_loss": 0.10800376534461975, "test_micro_f1_no_misc": 0.8962148962148963, "test_micro_f1": 0.8925081433224755, "test_runtime": 3.4741, "test_samples_per_second": 589.508, "test_steps_per_second": 18.422}]}, "total": {"test_micro_f1_no_misc": 89.28882155300111, "test_micro_f1_no_misc_se": 0.516354559006656, "test_micro_f1": 89.003084417537, "test_micro_f1_se": 0.5100453077606449}}, "num_model_parameters": 135849472, "max_sequence_length": 512, "vocabulary_size": 64000, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
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{"dataset": "sst5", "task": "sentiment-classification", "dataset_languages": ["en"], "model": "model-garden-lms/bert-base-finewebs-851k", "results": {"raw": {"test": [{"test_loss": 0.6119825839996338, "test_mcc": 0.5955087613402917, "test_macro_f1": 0.6241939013586505, "test_runtime": 1.4546, "test_samples_per_second": 1407.975, "test_steps_per_second": 43.999}, {"test_loss": 0.6911841630935669, "test_mcc": 0.5784412486294256, "test_macro_f1": 0.5599150212999717, "test_runtime": 1.4607, "test_samples_per_second": 1402.091, "test_steps_per_second": 43.815}, {"test_loss": 0.6614054441452026, "test_mcc": 0.5605285071206566, "test_macro_f1": 0.6124148916448849, "test_runtime": 1.4629, "test_samples_per_second": 1400.0, "test_steps_per_second": 43.75}, {"test_loss": 0.6577116250991821, "test_mcc": 0.5868716914364045, "test_macro_f1": 0.5743993649930018, "test_runtime": 1.4714, "test_samples_per_second": 1391.874, "test_steps_per_second": 43.496}, {"test_loss": 0.665738582611084, "test_mcc": 0.5619667981872667, "test_macro_f1": 0.5935187603806169, "test_runtime": 1.4908, "test_samples_per_second": 1373.78, "test_steps_per_second": 42.931}, {"test_loss": 0.6643524169921875, "test_mcc": 0.5675685704910959, "test_macro_f1": 0.595435778310144, "test_runtime": 1.4827, "test_samples_per_second": 1381.266, "test_steps_per_second": 43.165}, {"test_loss": 0.653060793876648, "test_mcc": 0.5792420629166214, "test_macro_f1": 0.5642799876036535, "test_runtime": 1.5005, "test_samples_per_second": 1364.866, "test_steps_per_second": 42.652}, {"test_loss": 0.6258907318115234, "test_mcc": 0.6034764158976078, "test_macro_f1": 0.5961617017473341, "test_runtime": 1.4495, "test_samples_per_second": 1412.914, "test_steps_per_second": 44.154}, {"test_loss": 0.6689894199371338, "test_mcc": 0.5792719700782477, "test_macro_f1": 0.5896470532650487, "test_runtime": 1.494, "test_samples_per_second": 1370.809, "test_steps_per_second": 42.838}, {"test_loss": 0.6974401473999023, "test_mcc": 0.5551920801654008, "test_macro_f1": 0.5906530461334967, "test_runtime": 1.4519, "test_samples_per_second": 1410.605, "test_steps_per_second": 44.081}]}, "total": {"test_mcc": 57.68068106263018, "test_mcc_se": 0.9722957222581418, "test_macro_f1": 59.006195067368026, "test_macro_f1_se": 1.2330641006488223}}, "num_model_parameters": 135849472, "max_sequence_length": 512, "vocabulary_size": 64000, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
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{"dataset": "scala-en", "task": "linguistic-acceptability", "dataset_languages": ["en"], "model": "model-garden-lms/bert-base-finewebs-851k", "results": {"raw": {"test": [{"test_loss": 0.5029016733169556, "test_mcc": 0.5106507123156929, "test_macro_f1": 0.7491103940889076, "test_runtime": 1.6718, "test_samples_per_second": 1225.058, "test_steps_per_second": 38.283}, {"test_loss": 0.454105406999588, "test_mcc": 0.6356598911283778, "test_macro_f1": 0.8099236522523363, "test_runtime": 1.6907, "test_samples_per_second": 1211.336, "test_steps_per_second": 37.854}, {"test_loss": 0.47099530696868896, "test_mcc": 0.5969398442647703, "test_macro_f1": 0.7884409338349405, "test_runtime": 1.6877, "test_samples_per_second": 1213.5, "test_steps_per_second": 37.922}, {"test_loss": 0.4808536767959595, "test_mcc": 0.5647493766419772, "test_macro_f1": 0.7725378800627352, "test_runtime": 1.6964, "test_samples_per_second": 1207.251, "test_steps_per_second": 37.727}, {"test_loss": 0.44451087713241577, "test_mcc": 0.629497094471726, "test_macro_f1": 0.808725102117303, "test_runtime": 1.7283, "test_samples_per_second": 1184.96, "test_steps_per_second": 37.03}, {"test_loss": 0.5754146575927734, "test_mcc": 0.46467984020757874, "test_macro_f1": 0.7279666685778721, "test_runtime": 1.6811, "test_samples_per_second": 1218.225, "test_steps_per_second": 38.07}, {"test_loss": 0.45243293046951294, "test_mcc": 0.6353683634127923, "test_macro_f1": 0.8083566370904403, "test_runtime": 1.7346, "test_samples_per_second": 1180.704, "test_steps_per_second": 36.897}, {"test_loss": 0.5258698463439941, "test_mcc": 0.53922602076273, "test_macro_f1": 0.7401236595867469, "test_runtime": 1.7178, "test_samples_per_second": 1192.236, "test_steps_per_second": 37.257}, {"test_loss": 0.4716958999633789, "test_mcc": 0.6167641473134134, "test_macro_f1": 0.7891230884107068, "test_runtime": 1.7111, "test_samples_per_second": 1196.865, "test_steps_per_second": 37.402}, {"test_loss": 0.5165902376174927, "test_mcc": 0.5179526431826594, "test_macro_f1": 0.7412469883058118, "test_runtime": 1.7021, "test_samples_per_second": 1203.215, "test_steps_per_second": 37.6}]}, "total": {"test_mcc": 57.114879337017186, "test_mcc_se": 3.771369148849978, "test_macro_f1": 77.35555004327799, "test_macro_f1_se": 1.9679389832145122}}, "num_model_parameters": 135849472, "max_sequence_length": 512, "vocabulary_size": 64000, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
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{"dataset": "squad", "task": "reading-comprehension", "dataset_languages": ["en"], "model": "model-garden-lms/bert-base-finewebs-851k", "results": {"raw": {"test": [{"test_em": 55.84817970565453, "test_f1": 66.626571760276}, {"test_em": 55.65891472868217, "test_f1": 66.42317436345999}, {"test_em": 55.564142194744974, "test_f1": 67.4824283407066}, {"test_em": 55.99688473520249, "test_f1": 66.60513499304285}, {"test_em": 50.5019305019305, "test_f1": 61.42719870272174}, {"test_em": 53.81649961449499, "test_f1": 64.33265278670312}, {"test_em": 52.84738041002278, "test_f1": 63.675660918193}, {"test_em": 54.46082234290147, "test_f1": 66.0150101752283}, {"test_em": 56.07843137254902, "test_f1": 67.85382518925174}, {"test_em": 57.142857142857146, "test_f1": 68.25574091765073}]}, "total": {"test_em": 54.79160427490401, "test_em_se": 1.2107654386049544, "test_f1": 65.86973981472343, "test_f1_se": 1.3161731125995435}}, "num_model_parameters": 135849472, "max_sequence_length": 512, "vocabulary_size": 64000, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
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