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 | accuracy float64 | f1_macro float64 | f1_weighted float64 | precision float64 | recall float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
facebook/opt-2.7b | 50,775 | 12,652 | {
"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,
"learning_rate": 0.00005,
"lr_scheduler_type": "linear",
"m... | [
"fc1",
"fc2",
"out_proj"
] | 2,671,518,720 | 19,906,560 | 32 | 2453.29 | 9782.22 | 0.905707 | 0.90157 | 0.905864 | 0.901536 | 0.901826 |
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