Upload evaluation results
Browse files- evaluation_results.json +10 -28
evaluation_results.json
CHANGED
|
@@ -1,35 +1,17 @@
|
|
| 1 |
{
|
| 2 |
-
"timestamp": "2026-02-
|
| 3 |
-
"
|
|
|
|
|
|
|
| 4 |
"target_level": "field",
|
| 5 |
-
"version": "v3",
|
| 6 |
-
"label_source": "deepseek",
|
| 7 |
"train_file": "/home/joneill/s_index_fast/paper-to-field/training_data/paper_to_field_200k_deepseek.jsonl",
|
| 8 |
-
"
|
| 9 |
-
"
|
| 10 |
-
"test_samples": 29968,
|
| 11 |
"num_classes": 26,
|
| 12 |
-
"train_time_seconds":
|
| 13 |
"metrics": {
|
| 14 |
-
"
|
| 15 |
-
"
|
| 16 |
-
"
|
| 17 |
-
"masking_boost": 3.336892685534831e-05
|
| 18 |
-
},
|
| 19 |
-
"hyperparameters": {
|
| 20 |
-
"base_model": "sultan/BioM-ELECTRA-Large-Discriminator",
|
| 21 |
-
"learning_rate": 1e-05,
|
| 22 |
-
"batch_size": 32,
|
| 23 |
-
"epochs": 8,
|
| 24 |
-
"max_length": 384,
|
| 25 |
-
"warmup_ratio": 0.06,
|
| 26 |
-
"weight_decay": 0.01,
|
| 27 |
-
"label_smoothing": 0.1,
|
| 28 |
-
"early_stopping_patience": 5,
|
| 29 |
-
"gradient_accumulation_steps": 2,
|
| 30 |
-
"lr_scheduler": "cosine",
|
| 31 |
-
"class_weights": "sqrt_inverse_freq",
|
| 32 |
-
"domain_masking": true,
|
| 33 |
-
"fp16": true
|
| 34 |
}
|
| 35 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"timestamp": "2026-02-26T16:41:43.642707",
|
| 3 |
+
"model_type": "distilled_static",
|
| 4 |
+
"teacher_model": "/home/joneill/s_index_fast/paper-to-field/models/paper-to-field/transformer_v3",
|
| 5 |
+
"student_base": "minishlab/potion-base-32M",
|
| 6 |
"target_level": "field",
|
|
|
|
|
|
|
| 7 |
"train_file": "/home/joneill/s_index_fast/paper-to-field/training_data/paper_to_field_200k_deepseek.jsonl",
|
| 8 |
+
"train_samples": 169998,
|
| 9 |
+
"test_samples": 30000,
|
|
|
|
| 10 |
"num_classes": 26,
|
| 11 |
+
"train_time_seconds": 326.316238,
|
| 12 |
"metrics": {
|
| 13 |
+
"field_accuracy": 0.7621,
|
| 14 |
+
"domain_accuracy": 0.8927666666666667,
|
| 15 |
+
"teacher_agreement": 0.7667
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 16 |
}
|
| 17 |
}
|