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 |
|---|---|---|---|---|---|---|---|---|---|---|
facebook/bart-large-mnli
| 100
| 10
|
{
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"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
}
|
[
"k_proj",
"q_proj",
"v_proj"
] | 409,124,878
| 1,769,472
| 8
|
1937.39
|
7.27
|
{
"accuracy": 0,
"f1_macro": 0,
"f1_weighted": 0,
"precision": 0,
"recall": 0
}
|
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