Model_name stringclasses 10
values | Train_size int64 50.8k 50.8k | Test_size int64 12.7k 12.7k | arg dict | lora listlengths 1 1 | Parameters int64 125M 739M | Trainable_parameters int64 125M 739M | r int64 -1 -1 | Memory Allocation stringclasses 10
values | Training Time stringclasses 10
values | Performance dict |
|---|---|---|---|---|---|---|---|---|---|---|
FacebookAI/roberta-large | 50,775 | 12,652 | {
"adafactor": null,
"adam_beta1": null,
"adam_beta2": null,
"adam_epsilon": null,
"auto_find_batch_size": true,
"bf16": null,
"fp16": null,
"fp16_opt_level": null,
"gradient_accumulation_steps": 4,
"half_precision_backend": null,
"label_smoothing_factor": null,
"learning_rate": 0.00005,
"logg... | [
"NotUsed"
] | 355,374,093 | 355,374,093 | -1 | 5326.87 | 1757.65 | {
"accuracy": 0.9016756244072084,
"f1_macro": 0.8978863330154438,
"f1_weighted": 0.9019091175956631,
"precision": 0.898394907381461,
"recall": 0.8976537236830632
} |
FacebookAI/xlm-roberta-large | 50,775 | 12,652 | {
"adafactor": null,
"adam_beta1": null,
"adam_beta2": null,
"adam_epsilon": null,
"auto_find_batch_size": true,
"bf16": null,
"fp16": null,
"fp16_opt_level": null,
"gradient_accumulation_steps": 4,
"half_precision_backend": null,
"label_smoothing_factor": null,
"learning_rate": 0.00005,
"logg... | [
"NotUsed"
] | 559,904,781 | 559,904,781 | -1 | 9406.96 | 2287.1 | {
"accuracy": 0.8990673411318368,
"f1_macro": 0.8947503453883361,
"f1_weighted": 0.8992361097113668,
"precision": 0.895080712527213,
"recall": 0.8947056533315088
} |
Qwen/Qwen3-Reranker-0.6B | 50,775 | 12,652 | {
"adafactor": null,
"adam_beta1": null,
"adam_beta2": null,
"adam_epsilon": null,
"auto_find_batch_size": true,
"bf16": null,
"fp16": null,
"fp16_opt_level": null,
"gradient_accumulation_steps": 4,
"half_precision_backend": null,
"label_smoothing_factor": null,
"learning_rate": 0.00005,
"logg... | [
"NotUsed"
] | 595,790,848 | 595,790,848 | -1 | 7678.37 | 1485.67 | {
"accuracy": 0.89116345241859,
"f1_macro": 0.8860771604187373,
"f1_weighted": 0.8914068553686231,
"precision": 0.88667781635103,
"recall": 0.8860303870550256
} |
RUCAIBox/mvp | 50,775 | 12,652 | {
"adafactor": null,
"adam_beta1": null,
"adam_beta2": null,
"adam_epsilon": null,
"auto_find_batch_size": true,
"bf16": null,
"fp16": null,
"fp16_opt_level": null,
"gradient_accumulation_steps": 4,
"half_precision_backend": null,
"label_smoothing_factor": null,
"learning_rate": 0.00005,
"logg... | [
"NotUsed"
] | 407,357,453 | 407,357,453 | -1 | 6056.82 | 2071.13 | {
"accuracy": 0.9023869743914006,
"f1_macro": 0.8987538460929206,
"f1_weighted": 0.9024850828311346,
"precision": 0.8998192059687518,
"recall": 0.8979330451651847
} |
answerdotai/ModernBERT-large | 50,775 | 12,652 | {
"adafactor": null,
"adam_beta1": null,
"adam_beta2": null,
"adam_epsilon": null,
"auto_find_batch_size": true,
"bf16": null,
"fp16": null,
"fp16_opt_level": null,
"gradient_accumulation_steps": 4,
"half_precision_backend": null,
"label_smoothing_factor": null,
"learning_rate": 0.00005,
"logg... | [
"NotUsed"
] | 395,844,621 | 395,844,621 | -1 | 4473.82 | 1076.01 | {
"accuracy": 0.8944040467910211,
"f1_macro": 0.8893637156943115,
"f1_weighted": 0.8944840714007815,
"precision": 0.8912223765957705,
"recall": 0.8880931606565796
} |
facebook/bart-large | 50,775 | 12,652 | {
"adafactor": null,
"adam_beta1": null,
"adam_beta2": null,
"adam_epsilon": null,
"auto_find_batch_size": true,
"bf16": null,
"fp16": null,
"fp16_opt_level": null,
"gradient_accumulation_steps": 4,
"half_precision_backend": null,
"label_smoothing_factor": null,
"learning_rate": 0.00005,
"logg... | [
"NotUsed"
] | 407,355,405 | 407,355,405 | -1 | 6054.73 | 2069.28 | {
"accuracy": 0.9016756244072084,
"f1_macro": 0.8976701274352444,
"f1_weighted": 0.9017670455948228,
"precision": 0.8986810714850227,
"recall": 0.8969019825014819
} |
facebook/opt-125m | 50,775 | 12,652 | {
"adafactor": null,
"adam_beta1": null,
"adam_beta2": null,
"adam_epsilon": null,
"auto_find_batch_size": true,
"bf16": null,
"fp16": null,
"fp16_opt_level": null,
"gradient_accumulation_steps": 4,
"half_precision_backend": null,
"label_smoothing_factor": null,
"learning_rate": 0.00005,
"logg... | [
"NotUsed"
] | 125,244,672 | 125,244,672 | -1 | 2048.97 | 556.34 | {
"accuracy": 0.8918748024027822,
"f1_macro": 0.8872747331822676,
"f1_weighted": 0.8920173389931928,
"precision": 0.8882988620566417,
"recall": 0.8864476692254856
} |
facebook/opt-350m | 50,775 | 12,652 | {
"adafactor": null,
"adam_beta1": null,
"adam_beta2": null,
"adam_epsilon": null,
"auto_find_batch_size": true,
"bf16": null,
"fp16": null,
"fp16_opt_level": null,
"gradient_accumulation_steps": 4,
"half_precision_backend": null,
"label_smoothing_factor": null,
"learning_rate": 0.00005,
"logg... | [
"NotUsed"
] | 331,200,000 | 331,200,000 | -1 | 4849.83 | 1668.78 | {
"accuracy": 0.8928232690483718,
"f1_macro": 0.8882853318007817,
"f1_weighted": 0.8929675382845196,
"precision": 0.8896598905395361,
"recall": 0.8872599486117677
} |
google-bert/bert-large-uncased | 50,775 | 12,652 | {
"adafactor": null,
"adam_beta1": null,
"adam_beta2": null,
"adam_epsilon": null,
"auto_find_batch_size": true,
"bf16": null,
"fp16": null,
"fp16_opt_level": null,
"gradient_accumulation_steps": 4,
"half_precision_backend": null,
"label_smoothing_factor": null,
"learning_rate": 0.00005,
"logg... | [
"NotUsed"
] | 335,155,213 | 335,155,213 | -1 | 4937.25 | 1703.88 | {
"accuracy": 0.8950363578880809,
"f1_macro": 0.8906069185856749,
"f1_weighted": 0.8951312432938715,
"precision": 0.8910041209107392,
"recall": 0.8904618561014833
} |
google-t5/t5-large | 50,775 | 12,652 | {
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"auto_find_batch_size": null,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00005,
"lo... | [
"NotUsed"
] | 738,703,373 | 738,703,373 | -1 | 10609.1 | 3939.68 | {
"accuracy": 0.9017546632943408,
"f1_macro": 0.8968779961923113,
"f1_weighted": 0.9020523726578661,
"precision": 0.8975177072664375,
"recall": 0.8965873944822389
} |
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