Model_name stringclasses 7
values | Train_size int64 50.8k 50.8k | Test_size int64 12.7k 12.7k | arg dict | lora listlengths 1 1 | Parameters int64 1.54B 4.02B | Trainable_parameters int64 1.54B 4.02B | r int64 -1 -1 | Memory Allocation stringclasses 8
values | Training Time stringclasses 8
values | accuracy float64 0.9 0.91 | f1_macro float64 0.9 0.91 | f1_weighted float64 0.9 0.91 | precision float64 0.9 0.91 | recall float64 0.9 0.91 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
tiiuae/Falcon3-3B-Base | 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": 12,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"... | [
"Not used"
] | 2,825,041,920 | 2,825,041,920 | -1 | 38764.73 | 2153.54 | 0.904363 | 0.900315 | 0.904506 | 0.900364 | 0.900401 |
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": 12,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"... | [
"Not used"
] | 2,651,612,160 | 2,651,612,160 | -1 | 35789.75 | 2281.85 | 0.906655 | 0.901558 | 0.906856 | 0.900892 | 0.902467 |
Qwen/Qwen2-1.5B | 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": 12,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"... | [
"Not used"
] | 1,543,288,832 | 1,543,288,832 | -1 | 27477.01 | 1188.43 | 0.908631 | 0.904632 | 0.908879 | 0.904219 | 0.905308 |
Qwen/Qwen2.5-3B-Instruct | 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": 12,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"... | [
"Not used"
] | 3,085,410,304 | 3,085,410,304 | -1 | 58708.58 | 2370.57 | 0.910054 | 0.906354 | 0.910214 | 0.90685 | 0.906007 |
Qwen/Qwen3-1.7B | 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": 12,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"... | [
"Not used"
] | 1,720,054,784 | 1,720,054,784 | -1 | 34521.95 | 1261.23 | 0.903573 | 0.899689 | 0.903694 | 0.901136 | 0.898518 |
Alibaba-NLP/E2Rank-4B | 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": 16,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"... | [
"Not used"
] | 4,021,817,856 | 4,021,817,856 | -1 | 53301.73 | 3673.82 | 0.911793 | 0.907685 | 0.912031 | 0.907352 | 0.908312 |
Qwen/Qwen3-Embedding-4B | 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": 16,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"... | [
"Not used"
] | 4,021,807,616 | 4,021,807,616 | -1 | 53279.97 | 3688.91 | 0.912978 | 0.909224 | 0.913194 | 0.908847 | 0.90983 |
Qwen/Qwen2.5-3B-Instruct | 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": 12,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"... | [
"Not used"
] | 3,085,410,304 | 3,085,410,304 | -1 | 40789.94 | 2776.5 | 0.91282 | 0.9093 | 0.913036 | 0.909522 | 0.909312 |
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