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bert-base-finewebs-1m/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-1m", "results": {"raw": {"test": [{"test_loss": 0.11117147654294968, "test_micro_f1_no_misc": 0.8929785957191438, "test_micro_f1": 0.8841436512838613, "test_runtime": 3.5762, "test_samples_per_second": 572.68, "test_steps_per_second": 17.896}, {"test_loss": 0.10579295456409454, "test_micro_f1_no_misc": 0.8872366790582403, "test_micro_f1": 0.8871568959674686, "test_runtime": 3.355, "test_samples_per_second": 610.431, "test_steps_per_second": 19.076}, {"test_loss": 0.09632742404937744, "test_micro_f1_no_misc": 0.9020432692307692, "test_micro_f1": 0.8976460331299041, "test_runtime": 3.0281, "test_samples_per_second": 676.341, "test_steps_per_second": 21.136}, {"test_loss": 0.11893622577190399, "test_micro_f1_no_misc": 0.8856577645895154, "test_micro_f1": 0.879603520464838, "test_runtime": 3.2301, "test_samples_per_second": 634.03, "test_steps_per_second": 19.813}, {"test_loss": 0.11398200690746307, "test_micro_f1_no_misc": 0.889808977133716, "test_micro_f1": 0.8863880844021514, "test_runtime": 3.2625, "test_samples_per_second": 627.741, "test_steps_per_second": 19.617}, {"test_loss": 0.10676410049200058, "test_micro_f1_no_misc": 0.8883471477328132, "test_micro_f1": 0.8879169882514365, "test_runtime": 3.4755, "test_samples_per_second": 589.276, "test_steps_per_second": 18.415}, {"test_loss": 0.11486689746379852, "test_micro_f1_no_misc": 0.8746715180917728, "test_micro_f1": 0.8777935438098617, "test_runtime": 3.3459, "test_samples_per_second": 612.101, "test_steps_per_second": 19.128}, {"test_loss": 0.09838507324457169, "test_micro_f1_no_misc": 0.8917099442200423, "test_micro_f1": 0.8901277982674329, "test_runtime": 3.387, "test_samples_per_second": 604.666, "test_steps_per_second": 18.896}, {"test_loss": 0.10376029461622238, "test_micro_f1_no_misc": 0.8934644540053267, "test_micro_f1": 0.8921376359422357, "test_runtime": 2.9372, "test_samples_per_second": 697.253, "test_steps_per_second": 21.789}, {"test_loss": 0.10689952969551086, "test_micro_f1_no_misc": 0.8916992873632439, "test_micro_f1": 0.8843884828739984, "test_runtime": 3.5871, "test_samples_per_second": 570.931, "test_steps_per_second": 17.842}]}, "total": {"test_micro_f1_no_misc": 88.97617637144583, "test_micro_f1_no_misc_se": 0.4310913192660611, "test_micro_f1": 88.6730263439319, "test_micro_f1_se": 0.36050403347841553}}, "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-1m", "results": {"raw": {"test": [{"test_loss": 0.6043076515197754, "test_mcc": 0.6063496748368651, "test_macro_f1": 0.6349169783308487, "test_runtime": 1.517, "test_samples_per_second": 1350.04, "test_steps_per_second": 42.189}, {"test_loss": 0.6577097177505493, "test_mcc": 0.5829920504073959, "test_macro_f1": 0.5668094055518996, "test_runtime": 1.5017, "test_samples_per_second": 1363.816, "test_steps_per_second": 42.619}, {"test_loss": 0.6537156105041504, "test_mcc": 0.5565005914105957, "test_macro_f1": 0.6117867389816157, "test_runtime": 1.5021, "test_samples_per_second": 1363.441, "test_steps_per_second": 42.608}, {"test_loss": 0.6226238012313843, "test_mcc": 0.5863882940865119, "test_macro_f1": 0.5891002630326199, "test_runtime": 1.4567, "test_samples_per_second": 1405.921, "test_steps_per_second": 43.935}, {"test_loss": 0.6681902408599854, "test_mcc": 0.5524506639812875, "test_macro_f1": 0.5782898956799838, "test_runtime": 1.526, "test_samples_per_second": 1342.093, "test_steps_per_second": 41.94}, {"test_loss": 0.6398725509643555, "test_mcc": 0.574057455458763, "test_macro_f1": 0.6140639487679445, "test_runtime": 1.4841, "test_samples_per_second": 1379.984, "test_steps_per_second": 43.125}, {"test_loss": 0.6511015892028809, "test_mcc": 0.5922631150109434, "test_macro_f1": 0.5718911482199305, "test_runtime": 1.4488, "test_samples_per_second": 1413.62, "test_steps_per_second": 44.176}, {"test_loss": 0.6489518880844116, "test_mcc": 0.5819911067280049, "test_macro_f1": 0.5884665779965734, "test_runtime": 1.4555, "test_samples_per_second": 1407.116, "test_steps_per_second": 43.972}, {"test_loss": 0.6410583853721619, "test_mcc": 0.6112258544052444, "test_macro_f1": 0.6309955096255987, "test_runtime": 1.4934, "test_samples_per_second": 1371.334, "test_steps_per_second": 42.854}, {"test_loss": 0.6617580652236938, "test_mcc": 0.5670583260827925, "test_macro_f1": 0.5904699350475018, "test_runtime": 1.5045, "test_samples_per_second": 1361.295, "test_steps_per_second": 42.54}]}, "total": {"test_mcc": 58.112771324084044, "test_mcc_se": 1.2002040999043804, "test_macro_f1": 59.76790401234518, "test_macro_f1_se": 1.4853053463749535}}, "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-1m", "results": {"raw": {"test": [{"test_loss": 0.4927171468734741, "test_mcc": 0.5415698218546662, "test_macro_f1": 0.7674969968186078, "test_runtime": 1.6671, "test_samples_per_second": 1228.499, "test_steps_per_second": 38.391}, {"test_loss": 0.45200398564338684, "test_mcc": 0.6299093312201233, "test_macro_f1": 0.8121554595762106, "test_runtime": 1.7227, "test_samples_per_second": 1188.823, "test_steps_per_second": 37.151}, {"test_loss": 0.4734361171722412, "test_mcc": 0.5835605317834547, "test_macro_f1": 0.7821003972688576, "test_runtime": 1.7174, "test_samples_per_second": 1192.484, "test_steps_per_second": 37.265}, {"test_loss": 0.4945337772369385, "test_mcc": 0.5246138733600328, "test_macro_f1": 0.7475091280401015, "test_runtime": 1.6649, "test_samples_per_second": 1230.071, "test_steps_per_second": 38.44}, {"test_loss": 0.45121192932128906, "test_mcc": 0.5983781739547204, "test_macro_f1": 0.7896083226021153, "test_runtime": 1.687, "test_samples_per_second": 1213.957, "test_steps_per_second": 37.936}, {"test_loss": 0.5110341310501099, "test_mcc": 0.5542284129964518, "test_macro_f1": 0.7541944612896705, "test_runtime": 1.725, "test_samples_per_second": 1187.216, "test_steps_per_second": 37.1}, {"test_loss": 0.4444977641105652, "test_mcc": 0.6784269165764861, "test_macro_f1": 0.831903441244827, "test_runtime": 1.7336, "test_samples_per_second": 1181.324, "test_steps_per_second": 36.916}, {"test_loss": 0.5274763107299805, "test_mcc": 0.5186958958568652, "test_macro_f1": 0.7274660164851321, "test_runtime": 1.7492, "test_samples_per_second": 1170.85, "test_steps_per_second": 36.589}, {"test_loss": 0.48398393392562866, "test_mcc": 0.6095421067426915, "test_macro_f1": 0.7801648920874645, "test_runtime": 1.7081, "test_samples_per_second": 1199.025, "test_steps_per_second": 37.47}, {"test_loss": 0.5256699323654175, "test_mcc": 0.4904130578003793, "test_macro_f1": 0.7228382047017462, "test_runtime": 1.7041, "test_samples_per_second": 1201.834, "test_steps_per_second": 37.557}]}, "total": {"test_mcc": 57.2933812214587, "test_mcc_se": 3.572207145496342, "test_macro_f1": 77.15437320114734, "test_macro_f1_se": 2.1683200039718726}}, "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-1m", "results": {"raw": {"test": [{"test_em": 56.390395042602634, "test_f1": 67.99905498175237}, {"test_em": 55.1937984496124, "test_f1": 65.80391423420117}, {"test_em": 57.95981452859351, "test_f1": 68.9949150209585}, {"test_em": 57.165109034267914, "test_f1": 66.46404174138}, {"test_em": 51.96911196911197, "test_f1": 62.53279131991403}, {"test_em": 52.582883577486506, "test_f1": 62.807700885518884}, {"test_em": 54.8215641609719, "test_f1": 64.9113070305641}, {"test_em": 56.32273079906905, "test_f1": 67.26615485751562}, {"test_em": 57.64705882352941, "test_f1": 68.68807326828505}, {"test_em": 58.15217391304348, "test_f1": 69.13896532139577}]}, "total": {"test_em": 55.82046402982887, "test_em_se": 1.3459404676756208, "test_f1": 66.46069186614855, "test_f1_se": 1.506591519484179}}, "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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