Model_name
stringclasses 3
values | Train_size
int64 1k
1k
| Test_size
int64 32
32
| arg
dict | lora
listlengths 4
7
| Parameters
int64 1.69B
4.29B
| Trainable_parameters
int64 148M
264M
| r
int64 128
128
| Memory Allocation
stringclasses 3
values | Training Time
stringclasses 3
values | accuracy
float64 0.13
0.28
| f1_macro
float64 0.07
0.23
| f1_weighted
float64 0.1
0.23
| precision
float64 0.1
0.2
| recall
float64 0.13
0.35
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Alibaba-NLP/E2Rank-4B
| 1,000
| 32
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0.1,
"learning_rate": 0.00005,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": 30,
"n_gpu": 1,
"num_train_epochs": 0,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"down_proj",
"gate_proj",
"k_proj",
"o_proj",
"q_proj",
"up_proj",
"v_proj"
] | 4,286,092,288
| 264,274,432
| 128
|
7035.22
|
163.46
| 0.15625
| 0.113553
| 0.13244
| 0.103846
| 0.165385
|
Qwen/Qwen2-1.5B
| 1,000
| 32
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0.1,
"learning_rate": 0.00005,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": 30,
"n_gpu": 1,
"num_train_epochs": 0,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"down_proj",
"gate_proj",
"k_proj",
"o_proj",
"q_proj",
"up_proj",
"v_proj"
] | 1,691,026,944
| 147,738,112
| 128
|
1454.66
|
67.49
| 0.28125
| 0.226629
| 0.230528
| 0.203846
| 0.353846
|
Qwen/Qwen2.5-3B-Instruct
| 1,000
| 32
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0.1,
"learning_rate": 0.00005,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": 30,
"n_gpu": 1,
"num_train_epochs": 0,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"down_proj",
"gate_proj",
"o_proj",
"up_proj"
] | 3,284,797,440
| 199,387,136
| 128
|
4119.06
|
123.41
| 0.125
| 0.07326
| 0.098214
| 0.107692
| 0.130769
|
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