Model_name
string | Train_size
int64 | Test_size
int64 | arg
dict | lora
list | Parameters
int64 | Trainable_parameters
int64 | r
int64 | Memory Allocation
string | Training Time
string | Performance
dict |
|---|---|---|---|---|---|---|---|---|---|---|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
{
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 200,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"optim": "adamw_8bit",
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"key",
"query",
"value"
] | 337,527,834
| 2,372,621
| 16
|
3148.22
|
1424.83
|
{
"accuracy": 0.13839709136895353,
"f1_macro": 0.12318573392298722,
"f1_weighted": 0.10844030926166107,
"precision": 0.21783393018067881,
"recall": 0.2077263644879347
}
|
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