Model_name stringclasses 1
value | Train_size int64 10 10 | Test_size int64 10 10 | arg dict | lora listlengths 7 7 | Parameters int64 601M 601M | Trainable_parameters int64 5.05M 5.05M | r int64 8 8 | Memory Allocation stringclasses 1
value | Training Time stringclasses 1
value | Performance dict |
|---|---|---|---|---|---|---|---|---|---|---|
unsloth/Qwen3-0.6B-unsloth-bnb-4bit | 10 | 10 | {
"gradient_accumulation_steps": 4,
"learning_rate": 0.00002,
"logging_steps": 10,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"optim": "adamw_8bit",
"output_dir": "outputs",
"per_device_train_batch_size": 8,
"report_to": "none",
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
} | [
"q_proj",
"k_proj",
"v_proj",
"o_proj",
"gate_proj",
"up_proj",
"down_proj"
] | 601,096,192 | 5,046,272 | 8 | 1277.02 | 14.03 | {
"accuracy": 0,
"f1_macro": 0,
"f1_weighted": 0,
"precision": 0,
"recall": 0
} |
unsloth/Qwen3-0.6B-unsloth-bnb-4bit | 10 | 10 | {
"gradient_accumulation_steps": 4,
"learning_rate": 0.00002,
"logging_steps": 10,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"optim": "adamw_8bit",
"output_dir": "outputs",
"per_device_train_batch_size": 8,
"report_to": "none",
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
} | [
"q_proj",
"k_proj",
"v_proj",
"o_proj",
"gate_proj",
"up_proj",
"down_proj"
] | 601,096,192 | 5,046,272 | 8 | 1277.02 | 14.03 | {
"accuracy": 0,
"f1_macro": 0,
"f1_weighted": 0,
"precision": 0,
"recall": 0
} |
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