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",
... | [
"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",
... | [
"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",
... | [
"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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