Model_name stringclasses 4 values | Train_size int64 17.5k 17.5k | Test_size int64 4.38k 4.38k | arg dict | lora null | Parameters int64 396M 598M | Trainable_parameters int64 396M 598M | r null | Memory Allocation stringclasses 6 values | Training Time stringclasses 6 values | Performance dict |
|---|---|---|---|---|---|---|---|---|---|---|
Mapanswerdotai/ModernBERT-large | 17,524 | 4,381 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
} | null | 395,844,621 | 395,844,621 | null | 6886.18 | 664.29 | {
"accuracy": 0.8440995206573841,
"f1_macro": 0.7288425762351238,
"f1_weighted": 0.8424109561066134,
"precision": 0.7736019083637764,
"recall": 0.7086793930874904
} |
Qwen/Qwen3-Reranker-0.6B | 17,524 | 4,381 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
} | null | 595,789,824 | 595,789,824 | null | 11175.04 | 991.31 | {
"accuracy": 0.8418169367724264,
"f1_macro": 0.7174161112011249,
"f1_weighted": 0.8385840040998324,
"precision": 0.7662163799752334,
"recall": 0.6937837612948491
} |
facebook/bart-large-mnli | 17,524 | 4,381 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
} | null | 407,354,381 | 407,354,381 | null | 6927.8 | 701.16 | {
"accuracy": 0.8470668797078292,
"f1_macro": 0.7410107908859905,
"f1_weighted": 0.8448835454672344,
"precision": 0.7719756216967966,
"recall": 0.7237405475944458
} |
answerdotai/ModernBERT-large | 17,524 | 4,381 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
} | null | 398,476,821 | 398,476,821 | null | 524.92 | 672.89 | {
"accuracy": 0.509244464734079,
"f1_macro": 0.07816988973836705,
"f1_weighted": 0.4387563615879712,
"precision": 0.07681783322514737,
"recall": 0.08884461774184141
} |
Qwen/Qwen3-Reranker-0.6B | 17,524 | 4,381 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
} | null | 598,419,456 | 598,419,456 | null | 11217.72 | 987.16 | {
"accuracy": 0.5188313170509016,
"f1_macro": 0.08835014024441135,
"f1_weighted": 0.45213685337601445,
"precision": 0.08768307805593237,
"recall": 0.1031914791910507
} |
facebook/bart-large-mnli | 17,524 | 4,381 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
} | null | 409,986,581 | 409,986,581 | null | 6959.91 | 713.52 | {
"accuracy": 0.4923533439853915,
"f1_macro": 0.051556436149161194,
"f1_weighted": 0.39987154117356427,
"precision": 0.05040793193510151,
"recall": 0.06402542662812788
} |
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