Update Roberta v6 Model as Outlined in Final Report
#3
by
tieandrews
- opened
- all_results.json +53 -0
- config.json +2 -2
- eval_results.json +48 -0
- pytorch_model.bin +2 -2
- train_results.json +8 -0
- trainer_state.json +1477 -0
- training_args.bin +3 -0
all_results.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 14.72,
|
| 3 |
+
"eval_AGE_f1": 0.7025495750708216,
|
| 4 |
+
"eval_AGE_number": 159,
|
| 5 |
+
"eval_AGE_precision": 0.6391752577319587,
|
| 6 |
+
"eval_AGE_recall": 0.779874213836478,
|
| 7 |
+
"eval_ALTI_f1": 0.3225806451612903,
|
| 8 |
+
"eval_ALTI_number": 16,
|
| 9 |
+
"eval_ALTI_precision": 0.3333333333333333,
|
| 10 |
+
"eval_ALTI_recall": 0.3125,
|
| 11 |
+
"eval_EMAIL_f1": 0.7819548872180451,
|
| 12 |
+
"eval_EMAIL_number": 52,
|
| 13 |
+
"eval_EMAIL_precision": 0.6419753086419753,
|
| 14 |
+
"eval_EMAIL_recall": 1.0,
|
| 15 |
+
"eval_GEOG_f1": 0.4,
|
| 16 |
+
"eval_GEOG_number": 9,
|
| 17 |
+
"eval_GEOG_precision": 0.2857142857142857,
|
| 18 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 19 |
+
"eval_REGION_f1": 0.5511811023622047,
|
| 20 |
+
"eval_REGION_number": 351,
|
| 21 |
+
"eval_REGION_precision": 0.45539033457249073,
|
| 22 |
+
"eval_REGION_recall": 0.698005698005698,
|
| 23 |
+
"eval_SITE_f1": 0.4936530324400564,
|
| 24 |
+
"eval_SITE_number": 330,
|
| 25 |
+
"eval_SITE_precision": 0.46174142480211083,
|
| 26 |
+
"eval_SITE_recall": 0.5303030303030303,
|
| 27 |
+
"eval_TAXA_f1": 0.8047445255474452,
|
| 28 |
+
"eval_TAXA_number": 525,
|
| 29 |
+
"eval_TAXA_precision": 0.7723292469352014,
|
| 30 |
+
"eval_TAXA_recall": 0.84,
|
| 31 |
+
"eval_accuracy_entity": 0.9571207347679821,
|
| 32 |
+
"eval_accuracy_token": 0.9571207347679821,
|
| 33 |
+
"eval_f1_entity": 0.7682700421940929,
|
| 34 |
+
"eval_f1_token": 0.7682700421940929,
|
| 35 |
+
"eval_loss": 0.154266357421875,
|
| 36 |
+
"eval_overall_accuracy": 0.9559993592139692,
|
| 37 |
+
"eval_overall_f1": 0.646713977167541,
|
| 38 |
+
"eval_overall_precision": 0.5825458588104503,
|
| 39 |
+
"eval_overall_recall": 0.7267683772538142,
|
| 40 |
+
"eval_precision_entity": 0.7118060985144644,
|
| 41 |
+
"eval_precision_token": 0.7118060985144644,
|
| 42 |
+
"eval_recall_entity": 0.8344637946837764,
|
| 43 |
+
"eval_recall_token": 0.8344637946837764,
|
| 44 |
+
"eval_runtime": 10.2775,
|
| 45 |
+
"eval_samples": 189,
|
| 46 |
+
"eval_samples_per_second": 18.39,
|
| 47 |
+
"eval_steps_per_second": 2.335,
|
| 48 |
+
"train_loss": 0.23708797097206116,
|
| 49 |
+
"train_runtime": 1988.5186,
|
| 50 |
+
"train_samples": 1269,
|
| 51 |
+
"train_samples_per_second": 9.572,
|
| 52 |
+
"train_steps_per_second": 0.294
|
| 53 |
+
}
|
config.json
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
{
|
| 2 |
-
"_name_or_path": "
|
| 3 |
"architectures": [
|
| 4 |
"RobertaForTokenClassification"
|
| 5 |
],
|
|
@@ -53,7 +53,7 @@
|
|
| 53 |
"pad_token_id": 1,
|
| 54 |
"position_embedding_type": "absolute",
|
| 55 |
"torch_dtype": "float32",
|
| 56 |
-
"transformers_version": "4.
|
| 57 |
"type_vocab_size": 1,
|
| 58 |
"use_cache": true,
|
| 59 |
"vocab_size": 50265
|
|
|
|
| 1 |
{
|
| 2 |
+
"_name_or_path": "roberta-base",
|
| 3 |
"architectures": [
|
| 4 |
"RobertaForTokenClassification"
|
| 5 |
],
|
|
|
|
| 53 |
"pad_token_id": 1,
|
| 54 |
"position_embedding_type": "absolute",
|
| 55 |
"torch_dtype": "float32",
|
| 56 |
+
"transformers_version": "4.30.2",
|
| 57 |
"type_vocab_size": 1,
|
| 58 |
"use_cache": true,
|
| 59 |
"vocab_size": 50265
|
eval_results.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 14.72,
|
| 3 |
+
"eval_AGE_f1": 0.7025495750708216,
|
| 4 |
+
"eval_AGE_number": 159,
|
| 5 |
+
"eval_AGE_precision": 0.6391752577319587,
|
| 6 |
+
"eval_AGE_recall": 0.779874213836478,
|
| 7 |
+
"eval_ALTI_f1": 0.3225806451612903,
|
| 8 |
+
"eval_ALTI_number": 16,
|
| 9 |
+
"eval_ALTI_precision": 0.3333333333333333,
|
| 10 |
+
"eval_ALTI_recall": 0.3125,
|
| 11 |
+
"eval_EMAIL_f1": 0.7819548872180451,
|
| 12 |
+
"eval_EMAIL_number": 52,
|
| 13 |
+
"eval_EMAIL_precision": 0.6419753086419753,
|
| 14 |
+
"eval_EMAIL_recall": 1.0,
|
| 15 |
+
"eval_GEOG_f1": 0.4,
|
| 16 |
+
"eval_GEOG_number": 9,
|
| 17 |
+
"eval_GEOG_precision": 0.2857142857142857,
|
| 18 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 19 |
+
"eval_REGION_f1": 0.5511811023622047,
|
| 20 |
+
"eval_REGION_number": 351,
|
| 21 |
+
"eval_REGION_precision": 0.45539033457249073,
|
| 22 |
+
"eval_REGION_recall": 0.698005698005698,
|
| 23 |
+
"eval_SITE_f1": 0.4936530324400564,
|
| 24 |
+
"eval_SITE_number": 330,
|
| 25 |
+
"eval_SITE_precision": 0.46174142480211083,
|
| 26 |
+
"eval_SITE_recall": 0.5303030303030303,
|
| 27 |
+
"eval_TAXA_f1": 0.8047445255474452,
|
| 28 |
+
"eval_TAXA_number": 525,
|
| 29 |
+
"eval_TAXA_precision": 0.7723292469352014,
|
| 30 |
+
"eval_TAXA_recall": 0.84,
|
| 31 |
+
"eval_accuracy_entity": 0.9571207347679821,
|
| 32 |
+
"eval_accuracy_token": 0.9571207347679821,
|
| 33 |
+
"eval_f1_entity": 0.7682700421940929,
|
| 34 |
+
"eval_f1_token": 0.7682700421940929,
|
| 35 |
+
"eval_loss": 0.154266357421875,
|
| 36 |
+
"eval_overall_accuracy": 0.9559993592139692,
|
| 37 |
+
"eval_overall_f1": 0.646713977167541,
|
| 38 |
+
"eval_overall_precision": 0.5825458588104503,
|
| 39 |
+
"eval_overall_recall": 0.7267683772538142,
|
| 40 |
+
"eval_precision_entity": 0.7118060985144644,
|
| 41 |
+
"eval_precision_token": 0.7118060985144644,
|
| 42 |
+
"eval_recall_entity": 0.8344637946837764,
|
| 43 |
+
"eval_recall_token": 0.8344637946837764,
|
| 44 |
+
"eval_runtime": 10.2775,
|
| 45 |
+
"eval_samples": 189,
|
| 46 |
+
"eval_samples_per_second": 18.39,
|
| 47 |
+
"eval_steps_per_second": 2.335
|
| 48 |
+
}
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:58e6d0c505cadb3389a805ec9b08e579725be60ea75b3f73f899f289832fb437
|
| 3 |
+
size 496335917
|
train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 14.72,
|
| 3 |
+
"train_loss": 0.23708797097206116,
|
| 4 |
+
"train_runtime": 1988.5186,
|
| 5 |
+
"train_samples": 1269,
|
| 6 |
+
"train_samples_per_second": 9.572,
|
| 7 |
+
"train_steps_per_second": 0.294
|
| 8 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,1477 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.646713977167541,
|
| 3 |
+
"best_model_checkpoint": "/content/drive/MyDrive/Colab Notebooks/ffossils/roberta-finetuned-v6/models/checkpoint-400",
|
| 4 |
+
"epoch": 14.716981132075471,
|
| 5 |
+
"global_step": 585,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 0.25,
|
| 12 |
+
"learning_rate": 2.0000000000000003e-06,
|
| 13 |
+
"loss": 2.785,
|
| 14 |
+
"step": 10
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 0.5,
|
| 18 |
+
"learning_rate": 4.000000000000001e-06,
|
| 19 |
+
"loss": 2.592,
|
| 20 |
+
"step": 20
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"epoch": 0.63,
|
| 24 |
+
"eval_AGE_f1": 0.0,
|
| 25 |
+
"eval_AGE_number": 159,
|
| 26 |
+
"eval_AGE_precision": 0.0,
|
| 27 |
+
"eval_AGE_recall": 0.0,
|
| 28 |
+
"eval_ALTI_f1": 0.0,
|
| 29 |
+
"eval_ALTI_number": 16,
|
| 30 |
+
"eval_ALTI_precision": 0.0,
|
| 31 |
+
"eval_ALTI_recall": 0.0,
|
| 32 |
+
"eval_EMAIL_f1": 0.013565891472868219,
|
| 33 |
+
"eval_EMAIL_number": 52,
|
| 34 |
+
"eval_EMAIL_precision": 0.006958250497017893,
|
| 35 |
+
"eval_EMAIL_recall": 0.2692307692307692,
|
| 36 |
+
"eval_GEOG_f1": 0.0,
|
| 37 |
+
"eval_GEOG_number": 9,
|
| 38 |
+
"eval_GEOG_precision": 0.0,
|
| 39 |
+
"eval_GEOG_recall": 0.0,
|
| 40 |
+
"eval_REGION_f1": 0.0,
|
| 41 |
+
"eval_REGION_number": 351,
|
| 42 |
+
"eval_REGION_precision": 0.0,
|
| 43 |
+
"eval_REGION_recall": 0.0,
|
| 44 |
+
"eval_SITE_f1": 0.0,
|
| 45 |
+
"eval_SITE_number": 330,
|
| 46 |
+
"eval_SITE_precision": 0.0,
|
| 47 |
+
"eval_SITE_recall": 0.0,
|
| 48 |
+
"eval_TAXA_f1": 0.0,
|
| 49 |
+
"eval_TAXA_number": 525,
|
| 50 |
+
"eval_TAXA_precision": 0.0,
|
| 51 |
+
"eval_TAXA_recall": 0.0,
|
| 52 |
+
"eval_accuracy_entity": 0.8152934266033001,
|
| 53 |
+
"eval_accuracy_token": 0.8152934266033001,
|
| 54 |
+
"eval_f1_entity": 0.022789506227365072,
|
| 55 |
+
"eval_f1_token": 0.022789506227365072,
|
| 56 |
+
"eval_loss": 2.0357258319854736,
|
| 57 |
+
"eval_overall_accuracy": 0.8141186522133818,
|
| 58 |
+
"eval_overall_f1": 0.004022988505747126,
|
| 59 |
+
"eval_overall_precision": 0.0025371511417180137,
|
| 60 |
+
"eval_overall_recall": 0.009708737864077669,
|
| 61 |
+
"eval_precision_entity": 0.02199113535629049,
|
| 62 |
+
"eval_precision_token": 0.02199113535629049,
|
| 63 |
+
"eval_recall_entity": 0.02364802933088909,
|
| 64 |
+
"eval_recall_token": 0.02364802933088909,
|
| 65 |
+
"eval_runtime": 10.2464,
|
| 66 |
+
"eval_samples_per_second": 18.446,
|
| 67 |
+
"eval_steps_per_second": 2.342,
|
| 68 |
+
"step": 25
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"epoch": 0.75,
|
| 72 |
+
"learning_rate": 6e-06,
|
| 73 |
+
"loss": 1.9963,
|
| 74 |
+
"step": 30
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 1.01,
|
| 78 |
+
"learning_rate": 8.000000000000001e-06,
|
| 79 |
+
"loss": 0.8245,
|
| 80 |
+
"step": 40
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 1.26,
|
| 84 |
+
"learning_rate": 1e-05,
|
| 85 |
+
"loss": 0.5512,
|
| 86 |
+
"step": 50
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 1.26,
|
| 90 |
+
"eval_AGE_f1": 0.0,
|
| 91 |
+
"eval_AGE_number": 159,
|
| 92 |
+
"eval_AGE_precision": 0.0,
|
| 93 |
+
"eval_AGE_recall": 0.0,
|
| 94 |
+
"eval_ALTI_f1": 0.0,
|
| 95 |
+
"eval_ALTI_number": 16,
|
| 96 |
+
"eval_ALTI_precision": 0.0,
|
| 97 |
+
"eval_ALTI_recall": 0.0,
|
| 98 |
+
"eval_EMAIL_f1": 0.0,
|
| 99 |
+
"eval_EMAIL_number": 52,
|
| 100 |
+
"eval_EMAIL_precision": 0.0,
|
| 101 |
+
"eval_EMAIL_recall": 0.0,
|
| 102 |
+
"eval_GEOG_f1": 0.0,
|
| 103 |
+
"eval_GEOG_number": 9,
|
| 104 |
+
"eval_GEOG_precision": 0.0,
|
| 105 |
+
"eval_GEOG_recall": 0.0,
|
| 106 |
+
"eval_REGION_f1": 0.0,
|
| 107 |
+
"eval_REGION_number": 351,
|
| 108 |
+
"eval_REGION_precision": 0.0,
|
| 109 |
+
"eval_REGION_recall": 0.0,
|
| 110 |
+
"eval_SITE_f1": 0.0,
|
| 111 |
+
"eval_SITE_number": 330,
|
| 112 |
+
"eval_SITE_precision": 0.0,
|
| 113 |
+
"eval_SITE_recall": 0.0,
|
| 114 |
+
"eval_TAXA_f1": 0.0,
|
| 115 |
+
"eval_TAXA_number": 525,
|
| 116 |
+
"eval_TAXA_precision": 0.0,
|
| 117 |
+
"eval_TAXA_recall": 0.0,
|
| 118 |
+
"eval_accuracy_entity": 0.9028853171000872,
|
| 119 |
+
"eval_accuracy_token": 0.9028853171000872,
|
| 120 |
+
"eval_f1_entity": 0.0,
|
| 121 |
+
"eval_f1_token": 0.0,
|
| 122 |
+
"eval_loss": 0.4787032902240753,
|
| 123 |
+
"eval_overall_accuracy": 0.9028853171000872,
|
| 124 |
+
"eval_overall_f1": 0.0,
|
| 125 |
+
"eval_overall_precision": 0.0,
|
| 126 |
+
"eval_overall_recall": 0.0,
|
| 127 |
+
"eval_precision_entity": 0.0,
|
| 128 |
+
"eval_precision_token": 0.0,
|
| 129 |
+
"eval_recall_entity": 0.0,
|
| 130 |
+
"eval_recall_token": 0.0,
|
| 131 |
+
"eval_runtime": 10.1567,
|
| 132 |
+
"eval_samples_per_second": 18.608,
|
| 133 |
+
"eval_steps_per_second": 2.363,
|
| 134 |
+
"step": 50
|
| 135 |
+
},
|
| 136 |
+
{
|
| 137 |
+
"epoch": 1.51,
|
| 138 |
+
"learning_rate": 1.2e-05,
|
| 139 |
+
"loss": 0.4716,
|
| 140 |
+
"step": 60
|
| 141 |
+
},
|
| 142 |
+
{
|
| 143 |
+
"epoch": 1.76,
|
| 144 |
+
"learning_rate": 1.4e-05,
|
| 145 |
+
"loss": 0.3759,
|
| 146 |
+
"step": 70
|
| 147 |
+
},
|
| 148 |
+
{
|
| 149 |
+
"epoch": 1.89,
|
| 150 |
+
"eval_AGE_f1": 0.0,
|
| 151 |
+
"eval_AGE_number": 159,
|
| 152 |
+
"eval_AGE_precision": 0.0,
|
| 153 |
+
"eval_AGE_recall": 0.0,
|
| 154 |
+
"eval_ALTI_f1": 0.0,
|
| 155 |
+
"eval_ALTI_number": 16,
|
| 156 |
+
"eval_ALTI_precision": 0.0,
|
| 157 |
+
"eval_ALTI_recall": 0.0,
|
| 158 |
+
"eval_EMAIL_f1": 0.0,
|
| 159 |
+
"eval_EMAIL_number": 52,
|
| 160 |
+
"eval_EMAIL_precision": 0.0,
|
| 161 |
+
"eval_EMAIL_recall": 0.0,
|
| 162 |
+
"eval_GEOG_f1": 0.0,
|
| 163 |
+
"eval_GEOG_number": 9,
|
| 164 |
+
"eval_GEOG_precision": 0.0,
|
| 165 |
+
"eval_GEOG_recall": 0.0,
|
| 166 |
+
"eval_REGION_f1": 0.0,
|
| 167 |
+
"eval_REGION_number": 351,
|
| 168 |
+
"eval_REGION_precision": 0.0,
|
| 169 |
+
"eval_REGION_recall": 0.0,
|
| 170 |
+
"eval_SITE_f1": 0.0,
|
| 171 |
+
"eval_SITE_number": 330,
|
| 172 |
+
"eval_SITE_precision": 0.0,
|
| 173 |
+
"eval_SITE_recall": 0.0,
|
| 174 |
+
"eval_TAXA_f1": 0.4575645756457565,
|
| 175 |
+
"eval_TAXA_number": 525,
|
| 176 |
+
"eval_TAXA_precision": 0.44364937388193204,
|
| 177 |
+
"eval_TAXA_recall": 0.4723809523809524,
|
| 178 |
+
"eval_accuracy_entity": 0.9267723963617593,
|
| 179 |
+
"eval_accuracy_token": 0.9267723963617593,
|
| 180 |
+
"eval_f1_entity": 0.45445053510832684,
|
| 181 |
+
"eval_f1_token": 0.45445053510832684,
|
| 182 |
+
"eval_loss": 0.28952518105506897,
|
| 183 |
+
"eval_overall_accuracy": 0.9190651643794165,
|
| 184 |
+
"eval_overall_f1": 0.23732057416267943,
|
| 185 |
+
"eval_overall_precision": 0.38271604938271603,
|
| 186 |
+
"eval_overall_recall": 0.17198335644937587,
|
| 187 |
+
"eval_precision_entity": 0.7888536474852741,
|
| 188 |
+
"eval_precision_token": 0.7888536474852741,
|
| 189 |
+
"eval_recall_entity": 0.3191567369385884,
|
| 190 |
+
"eval_recall_token": 0.3191567369385884,
|
| 191 |
+
"eval_runtime": 10.7946,
|
| 192 |
+
"eval_samples_per_second": 17.509,
|
| 193 |
+
"eval_steps_per_second": 2.223,
|
| 194 |
+
"step": 75
|
| 195 |
+
},
|
| 196 |
+
{
|
| 197 |
+
"epoch": 2.01,
|
| 198 |
+
"learning_rate": 1.6000000000000003e-05,
|
| 199 |
+
"loss": 0.3221,
|
| 200 |
+
"step": 80
|
| 201 |
+
},
|
| 202 |
+
{
|
| 203 |
+
"epoch": 2.26,
|
| 204 |
+
"learning_rate": 1.8e-05,
|
| 205 |
+
"loss": 0.2555,
|
| 206 |
+
"step": 90
|
| 207 |
+
},
|
| 208 |
+
{
|
| 209 |
+
"epoch": 2.52,
|
| 210 |
+
"learning_rate": 2e-05,
|
| 211 |
+
"loss": 0.2161,
|
| 212 |
+
"step": 100
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"epoch": 2.52,
|
| 216 |
+
"eval_AGE_f1": 0.36414565826330536,
|
| 217 |
+
"eval_AGE_number": 159,
|
| 218 |
+
"eval_AGE_precision": 0.3282828282828283,
|
| 219 |
+
"eval_AGE_recall": 0.4088050314465409,
|
| 220 |
+
"eval_ALTI_f1": 0.0,
|
| 221 |
+
"eval_ALTI_number": 16,
|
| 222 |
+
"eval_ALTI_precision": 0.0,
|
| 223 |
+
"eval_ALTI_recall": 0.0,
|
| 224 |
+
"eval_EMAIL_f1": 0.0,
|
| 225 |
+
"eval_EMAIL_number": 52,
|
| 226 |
+
"eval_EMAIL_precision": 0.0,
|
| 227 |
+
"eval_EMAIL_recall": 0.0,
|
| 228 |
+
"eval_GEOG_f1": 0.058823529411764705,
|
| 229 |
+
"eval_GEOG_number": 9,
|
| 230 |
+
"eval_GEOG_precision": 0.04,
|
| 231 |
+
"eval_GEOG_recall": 0.1111111111111111,
|
| 232 |
+
"eval_REGION_f1": 0.25806451612903225,
|
| 233 |
+
"eval_REGION_number": 351,
|
| 234 |
+
"eval_REGION_precision": 0.1907356948228883,
|
| 235 |
+
"eval_REGION_recall": 0.39886039886039887,
|
| 236 |
+
"eval_SITE_f1": 0.028925619834710745,
|
| 237 |
+
"eval_SITE_number": 330,
|
| 238 |
+
"eval_SITE_precision": 0.045454545454545456,
|
| 239 |
+
"eval_SITE_recall": 0.021212121212121213,
|
| 240 |
+
"eval_TAXA_f1": 0.6412859560067682,
|
| 241 |
+
"eval_TAXA_number": 525,
|
| 242 |
+
"eval_TAXA_precision": 0.5768645357686454,
|
| 243 |
+
"eval_TAXA_recall": 0.7219047619047619,
|
| 244 |
+
"eval_accuracy_entity": 0.943005642476994,
|
| 245 |
+
"eval_accuracy_token": 0.943005642476994,
|
| 246 |
+
"eval_f1_entity": 0.654824165915239,
|
| 247 |
+
"eval_f1_token": 0.654824165915239,
|
| 248 |
+
"eval_loss": 0.20675021409988403,
|
| 249 |
+
"eval_overall_accuracy": 0.9366867802281911,
|
| 250 |
+
"eval_overall_f1": 0.3688473520249221,
|
| 251 |
+
"eval_overall_precision": 0.334841628959276,
|
| 252 |
+
"eval_overall_recall": 0.4105409153952843,
|
| 253 |
+
"eval_precision_entity": 0.6443655723158829,
|
| 254 |
+
"eval_precision_token": 0.6443655723158829,
|
| 255 |
+
"eval_recall_entity": 0.6656278643446379,
|
| 256 |
+
"eval_recall_token": 0.6656278643446379,
|
| 257 |
+
"eval_runtime": 11.4868,
|
| 258 |
+
"eval_samples_per_second": 16.454,
|
| 259 |
+
"eval_steps_per_second": 2.089,
|
| 260 |
+
"step": 100
|
| 261 |
+
},
|
| 262 |
+
{
|
| 263 |
+
"epoch": 2.77,
|
| 264 |
+
"learning_rate": 1.9587628865979382e-05,
|
| 265 |
+
"loss": 0.1805,
|
| 266 |
+
"step": 110
|
| 267 |
+
},
|
| 268 |
+
{
|
| 269 |
+
"epoch": 3.02,
|
| 270 |
+
"learning_rate": 1.9175257731958766e-05,
|
| 271 |
+
"loss": 0.1729,
|
| 272 |
+
"step": 120
|
| 273 |
+
},
|
| 274 |
+
{
|
| 275 |
+
"epoch": 3.14,
|
| 276 |
+
"eval_AGE_f1": 0.47398843930635837,
|
| 277 |
+
"eval_AGE_number": 159,
|
| 278 |
+
"eval_AGE_precision": 0.4385026737967914,
|
| 279 |
+
"eval_AGE_recall": 0.5157232704402516,
|
| 280 |
+
"eval_ALTI_f1": 0.0,
|
| 281 |
+
"eval_ALTI_number": 16,
|
| 282 |
+
"eval_ALTI_precision": 0.0,
|
| 283 |
+
"eval_ALTI_recall": 0.0,
|
| 284 |
+
"eval_EMAIL_f1": 0.0,
|
| 285 |
+
"eval_EMAIL_number": 52,
|
| 286 |
+
"eval_EMAIL_precision": 0.0,
|
| 287 |
+
"eval_EMAIL_recall": 0.0,
|
| 288 |
+
"eval_GEOG_f1": 0.2758620689655173,
|
| 289 |
+
"eval_GEOG_number": 9,
|
| 290 |
+
"eval_GEOG_precision": 0.2,
|
| 291 |
+
"eval_GEOG_recall": 0.4444444444444444,
|
| 292 |
+
"eval_REGION_f1": 0.3544813695871098,
|
| 293 |
+
"eval_REGION_number": 351,
|
| 294 |
+
"eval_REGION_precision": 0.27414330218068533,
|
| 295 |
+
"eval_REGION_recall": 0.5014245014245015,
|
| 296 |
+
"eval_SITE_f1": 0.14779874213836475,
|
| 297 |
+
"eval_SITE_number": 330,
|
| 298 |
+
"eval_SITE_precision": 0.15359477124183007,
|
| 299 |
+
"eval_SITE_recall": 0.14242424242424243,
|
| 300 |
+
"eval_TAXA_f1": 0.7314578005115089,
|
| 301 |
+
"eval_TAXA_number": 525,
|
| 302 |
+
"eval_TAXA_precision": 0.6620370370370371,
|
| 303 |
+
"eval_TAXA_recall": 0.8171428571428572,
|
| 304 |
+
"eval_accuracy_entity": 0.9479539346042256,
|
| 305 |
+
"eval_accuracy_token": 0.9479539346042256,
|
| 306 |
+
"eval_f1_entity": 0.7052475850665739,
|
| 307 |
+
"eval_f1_token": 0.7052475850665739,
|
| 308 |
+
"eval_loss": 0.16586871445178986,
|
| 309 |
+
"eval_overall_accuracy": 0.9440380199711647,
|
| 310 |
+
"eval_overall_f1": 0.4548536209553159,
|
| 311 |
+
"eval_overall_precision": 0.40931780366056575,
|
| 312 |
+
"eval_overall_recall": 0.5117891816920943,
|
| 313 |
+
"eval_precision_entity": 0.6713055003313453,
|
| 314 |
+
"eval_precision_token": 0.6713055003313453,
|
| 315 |
+
"eval_recall_entity": 0.7428047662694776,
|
| 316 |
+
"eval_recall_token": 0.7428047662694776,
|
| 317 |
+
"eval_runtime": 12.6888,
|
| 318 |
+
"eval_samples_per_second": 14.895,
|
| 319 |
+
"eval_steps_per_second": 1.891,
|
| 320 |
+
"step": 125
|
| 321 |
+
},
|
| 322 |
+
{
|
| 323 |
+
"epoch": 3.27,
|
| 324 |
+
"learning_rate": 1.8762886597938147e-05,
|
| 325 |
+
"loss": 0.1471,
|
| 326 |
+
"step": 130
|
| 327 |
+
},
|
| 328 |
+
{
|
| 329 |
+
"epoch": 3.52,
|
| 330 |
+
"learning_rate": 1.8350515463917527e-05,
|
| 331 |
+
"loss": 0.1384,
|
| 332 |
+
"step": 140
|
| 333 |
+
},
|
| 334 |
+
{
|
| 335 |
+
"epoch": 3.77,
|
| 336 |
+
"learning_rate": 1.793814432989691e-05,
|
| 337 |
+
"loss": 0.1233,
|
| 338 |
+
"step": 150
|
| 339 |
+
},
|
| 340 |
+
{
|
| 341 |
+
"epoch": 3.77,
|
| 342 |
+
"eval_AGE_f1": 0.42245989304812837,
|
| 343 |
+
"eval_AGE_number": 159,
|
| 344 |
+
"eval_AGE_precision": 0.3674418604651163,
|
| 345 |
+
"eval_AGE_recall": 0.4968553459119497,
|
| 346 |
+
"eval_ALTI_f1": 0.0,
|
| 347 |
+
"eval_ALTI_number": 16,
|
| 348 |
+
"eval_ALTI_precision": 0.0,
|
| 349 |
+
"eval_ALTI_recall": 0.0,
|
| 350 |
+
"eval_EMAIL_f1": 0.17543859649122806,
|
| 351 |
+
"eval_EMAIL_number": 52,
|
| 352 |
+
"eval_EMAIL_precision": 1.0,
|
| 353 |
+
"eval_EMAIL_recall": 0.09615384615384616,
|
| 354 |
+
"eval_GEOG_f1": 0.3703703703703704,
|
| 355 |
+
"eval_GEOG_number": 9,
|
| 356 |
+
"eval_GEOG_precision": 0.2777777777777778,
|
| 357 |
+
"eval_GEOG_recall": 0.5555555555555556,
|
| 358 |
+
"eval_REGION_f1": 0.43149946062567424,
|
| 359 |
+
"eval_REGION_number": 351,
|
| 360 |
+
"eval_REGION_precision": 0.3472222222222222,
|
| 361 |
+
"eval_REGION_recall": 0.5698005698005698,
|
| 362 |
+
"eval_SITE_f1": 0.2934472934472935,
|
| 363 |
+
"eval_SITE_number": 330,
|
| 364 |
+
"eval_SITE_precision": 0.2768817204301075,
|
| 365 |
+
"eval_SITE_recall": 0.31212121212121213,
|
| 366 |
+
"eval_TAXA_f1": 0.7345890410958905,
|
| 367 |
+
"eval_TAXA_number": 525,
|
| 368 |
+
"eval_TAXA_precision": 0.6671850699844479,
|
| 369 |
+
"eval_TAXA_recall": 0.8171428571428572,
|
| 370 |
+
"eval_accuracy_entity": 0.9522080418646873,
|
| 371 |
+
"eval_accuracy_token": 0.9522080418646873,
|
| 372 |
+
"eval_f1_entity": 0.7402282947077135,
|
| 373 |
+
"eval_f1_token": 0.7402282947077135,
|
| 374 |
+
"eval_loss": 0.14876657724380493,
|
| 375 |
+
"eval_overall_accuracy": 0.9501076876524092,
|
| 376 |
+
"eval_overall_f1": 0.5018337408312958,
|
| 377 |
+
"eval_overall_precision": 0.4486338797814208,
|
| 378 |
+
"eval_overall_recall": 0.5693481276005548,
|
| 379 |
+
"eval_precision_entity": 0.7006056637747585,
|
| 380 |
+
"eval_precision_token": 0.7006056637747585,
|
| 381 |
+
"eval_recall_entity": 0.7846012832263978,
|
| 382 |
+
"eval_recall_token": 0.7846012832263978,
|
| 383 |
+
"eval_runtime": 11.4316,
|
| 384 |
+
"eval_samples_per_second": 16.533,
|
| 385 |
+
"eval_steps_per_second": 2.099,
|
| 386 |
+
"step": 150
|
| 387 |
+
},
|
| 388 |
+
{
|
| 389 |
+
"epoch": 4.03,
|
| 390 |
+
"learning_rate": 1.752577319587629e-05,
|
| 391 |
+
"loss": 0.1231,
|
| 392 |
+
"step": 160
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"epoch": 4.28,
|
| 396 |
+
"learning_rate": 1.7113402061855672e-05,
|
| 397 |
+
"loss": 0.1084,
|
| 398 |
+
"step": 170
|
| 399 |
+
},
|
| 400 |
+
{
|
| 401 |
+
"epoch": 4.4,
|
| 402 |
+
"eval_AGE_f1": 0.6049046321525886,
|
| 403 |
+
"eval_AGE_number": 159,
|
| 404 |
+
"eval_AGE_precision": 0.5336538461538461,
|
| 405 |
+
"eval_AGE_recall": 0.6981132075471698,
|
| 406 |
+
"eval_ALTI_f1": 0.0,
|
| 407 |
+
"eval_ALTI_number": 16,
|
| 408 |
+
"eval_ALTI_precision": 0.0,
|
| 409 |
+
"eval_ALTI_recall": 0.0,
|
| 410 |
+
"eval_EMAIL_f1": 0.5555555555555556,
|
| 411 |
+
"eval_EMAIL_number": 52,
|
| 412 |
+
"eval_EMAIL_precision": 1.0,
|
| 413 |
+
"eval_EMAIL_recall": 0.38461538461538464,
|
| 414 |
+
"eval_GEOG_f1": 0.33333333333333326,
|
| 415 |
+
"eval_GEOG_number": 9,
|
| 416 |
+
"eval_GEOG_precision": 0.23809523809523808,
|
| 417 |
+
"eval_GEOG_recall": 0.5555555555555556,
|
| 418 |
+
"eval_REGION_f1": 0.4647887323943662,
|
| 419 |
+
"eval_REGION_number": 351,
|
| 420 |
+
"eval_REGION_precision": 0.39520958083832336,
|
| 421 |
+
"eval_REGION_recall": 0.5641025641025641,
|
| 422 |
+
"eval_SITE_f1": 0.3371104815864023,
|
| 423 |
+
"eval_SITE_number": 330,
|
| 424 |
+
"eval_SITE_precision": 0.31648936170212766,
|
| 425 |
+
"eval_SITE_recall": 0.3606060606060606,
|
| 426 |
+
"eval_TAXA_f1": 0.776173285198556,
|
| 427 |
+
"eval_TAXA_number": 525,
|
| 428 |
+
"eval_TAXA_precision": 0.7375643224699828,
|
| 429 |
+
"eval_TAXA_recall": 0.819047619047619,
|
| 430 |
+
"eval_accuracy_entity": 0.955144977839483,
|
| 431 |
+
"eval_accuracy_token": 0.955144977839483,
|
| 432 |
+
"eval_f1_entity": 0.7561658212349135,
|
| 433 |
+
"eval_f1_token": 0.7561658212349135,
|
| 434 |
+
"eval_loss": 0.137845978140831,
|
| 435 |
+
"eval_overall_accuracy": 0.9533828162546056,
|
| 436 |
+
"eval_overall_f1": 0.5576255131038838,
|
| 437 |
+
"eval_overall_precision": 0.5118840579710144,
|
| 438 |
+
"eval_overall_recall": 0.6123439667128987,
|
| 439 |
+
"eval_precision_entity": 0.7230306071249373,
|
| 440 |
+
"eval_precision_token": 0.7230306071249373,
|
| 441 |
+
"eval_recall_entity": 0.7924839596700275,
|
| 442 |
+
"eval_recall_token": 0.7924839596700275,
|
| 443 |
+
"eval_runtime": 12.8578,
|
| 444 |
+
"eval_samples_per_second": 14.699,
|
| 445 |
+
"eval_steps_per_second": 1.867,
|
| 446 |
+
"step": 175
|
| 447 |
+
},
|
| 448 |
+
{
|
| 449 |
+
"epoch": 4.53,
|
| 450 |
+
"learning_rate": 1.6701030927835052e-05,
|
| 451 |
+
"loss": 0.1,
|
| 452 |
+
"step": 180
|
| 453 |
+
},
|
| 454 |
+
{
|
| 455 |
+
"epoch": 4.78,
|
| 456 |
+
"learning_rate": 1.6288659793814433e-05,
|
| 457 |
+
"loss": 0.1068,
|
| 458 |
+
"step": 190
|
| 459 |
+
},
|
| 460 |
+
{
|
| 461 |
+
"epoch": 5.03,
|
| 462 |
+
"learning_rate": 1.5876288659793813e-05,
|
| 463 |
+
"loss": 0.0984,
|
| 464 |
+
"step": 200
|
| 465 |
+
},
|
| 466 |
+
{
|
| 467 |
+
"epoch": 5.03,
|
| 468 |
+
"eval_AGE_f1": 0.672316384180791,
|
| 469 |
+
"eval_AGE_number": 159,
|
| 470 |
+
"eval_AGE_precision": 0.6102564102564103,
|
| 471 |
+
"eval_AGE_recall": 0.7484276729559748,
|
| 472 |
+
"eval_ALTI_f1": 0.06060606060606061,
|
| 473 |
+
"eval_ALTI_number": 16,
|
| 474 |
+
"eval_ALTI_precision": 0.058823529411764705,
|
| 475 |
+
"eval_ALTI_recall": 0.0625,
|
| 476 |
+
"eval_EMAIL_f1": 0.7826086956521738,
|
| 477 |
+
"eval_EMAIL_number": 52,
|
| 478 |
+
"eval_EMAIL_precision": 0.9,
|
| 479 |
+
"eval_EMAIL_recall": 0.6923076923076923,
|
| 480 |
+
"eval_GEOG_f1": 0.42857142857142855,
|
| 481 |
+
"eval_GEOG_number": 9,
|
| 482 |
+
"eval_GEOG_precision": 0.3157894736842105,
|
| 483 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 484 |
+
"eval_REGION_f1": 0.44173140954495005,
|
| 485 |
+
"eval_REGION_number": 351,
|
| 486 |
+
"eval_REGION_precision": 0.3618181818181818,
|
| 487 |
+
"eval_REGION_recall": 0.5669515669515669,
|
| 488 |
+
"eval_SITE_f1": 0.4200792602377807,
|
| 489 |
+
"eval_SITE_number": 330,
|
| 490 |
+
"eval_SITE_precision": 0.37236533957845436,
|
| 491 |
+
"eval_SITE_recall": 0.4818181818181818,
|
| 492 |
+
"eval_TAXA_f1": 0.7944954128440367,
|
| 493 |
+
"eval_TAXA_number": 525,
|
| 494 |
+
"eval_TAXA_precision": 0.7663716814159292,
|
| 495 |
+
"eval_TAXA_recall": 0.8247619047619048,
|
| 496 |
+
"eval_accuracy_entity": 0.9572097328278244,
|
| 497 |
+
"eval_accuracy_token": 0.9572097328278244,
|
| 498 |
+
"eval_f1_entity": 0.7708746230073245,
|
| 499 |
+
"eval_f1_token": 0.7708746230073245,
|
| 500 |
+
"eval_loss": 0.13383713364601135,
|
| 501 |
+
"eval_overall_accuracy": 0.9555721685267261,
|
| 502 |
+
"eval_overall_f1": 0.5855606758832566,
|
| 503 |
+
"eval_overall_precision": 0.5256480970766685,
|
| 504 |
+
"eval_overall_recall": 0.6608876560332871,
|
| 505 |
+
"eval_precision_entity": 0.7273170731707317,
|
| 506 |
+
"eval_precision_token": 0.7273170731707317,
|
| 507 |
+
"eval_recall_entity": 0.8199816681943172,
|
| 508 |
+
"eval_recall_token": 0.8199816681943172,
|
| 509 |
+
"eval_runtime": 9.949,
|
| 510 |
+
"eval_samples_per_second": 18.997,
|
| 511 |
+
"eval_steps_per_second": 2.412,
|
| 512 |
+
"step": 200
|
| 513 |
+
},
|
| 514 |
+
{
|
| 515 |
+
"epoch": 5.28,
|
| 516 |
+
"learning_rate": 1.5463917525773197e-05,
|
| 517 |
+
"loss": 0.0887,
|
| 518 |
+
"step": 210
|
| 519 |
+
},
|
| 520 |
+
{
|
| 521 |
+
"epoch": 5.53,
|
| 522 |
+
"learning_rate": 1.5051546391752578e-05,
|
| 523 |
+
"loss": 0.0872,
|
| 524 |
+
"step": 220
|
| 525 |
+
},
|
| 526 |
+
{
|
| 527 |
+
"epoch": 5.66,
|
| 528 |
+
"eval_AGE_f1": 0.6319018404907976,
|
| 529 |
+
"eval_AGE_number": 159,
|
| 530 |
+
"eval_AGE_precision": 0.6167664670658682,
|
| 531 |
+
"eval_AGE_recall": 0.6477987421383647,
|
| 532 |
+
"eval_ALTI_f1": 0.07407407407407407,
|
| 533 |
+
"eval_ALTI_number": 16,
|
| 534 |
+
"eval_ALTI_precision": 0.09090909090909091,
|
| 535 |
+
"eval_ALTI_recall": 0.0625,
|
| 536 |
+
"eval_EMAIL_f1": 0.9622641509433962,
|
| 537 |
+
"eval_EMAIL_number": 52,
|
| 538 |
+
"eval_EMAIL_precision": 0.9444444444444444,
|
| 539 |
+
"eval_EMAIL_recall": 0.9807692307692307,
|
| 540 |
+
"eval_GEOG_f1": 0.3870967741935484,
|
| 541 |
+
"eval_GEOG_number": 9,
|
| 542 |
+
"eval_GEOG_precision": 0.2727272727272727,
|
| 543 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 544 |
+
"eval_REGION_f1": 0.4956709956709957,
|
| 545 |
+
"eval_REGION_number": 351,
|
| 546 |
+
"eval_REGION_precision": 0.39965095986038396,
|
| 547 |
+
"eval_REGION_recall": 0.6524216524216524,
|
| 548 |
+
"eval_SITE_f1": 0.4276048714479026,
|
| 549 |
+
"eval_SITE_number": 330,
|
| 550 |
+
"eval_SITE_precision": 0.3863080684596577,
|
| 551 |
+
"eval_SITE_recall": 0.47878787878787876,
|
| 552 |
+
"eval_TAXA_f1": 0.7708703374777975,
|
| 553 |
+
"eval_TAXA_number": 525,
|
| 554 |
+
"eval_TAXA_precision": 0.7221297836938436,
|
| 555 |
+
"eval_TAXA_recall": 0.8266666666666667,
|
| 556 |
+
"eval_accuracy_entity": 0.9552339758993253,
|
| 557 |
+
"eval_accuracy_token": 0.9552339758993253,
|
| 558 |
+
"eval_f1_entity": 0.7587956698240865,
|
| 559 |
+
"eval_f1_token": 0.7587956698240865,
|
| 560 |
+
"eval_loss": 0.14531326293945312,
|
| 561 |
+
"eval_overall_accuracy": 0.9539702034495648,
|
| 562 |
+
"eval_overall_f1": 0.598963098505642,
|
| 563 |
+
"eval_overall_precision": 0.5345672291780076,
|
| 564 |
+
"eval_overall_recall": 0.680998613037448,
|
| 565 |
+
"eval_precision_entity": 0.7043491913958235,
|
| 566 |
+
"eval_precision_token": 0.7043491913958235,
|
| 567 |
+
"eval_recall_entity": 0.8223648029330889,
|
| 568 |
+
"eval_recall_token": 0.8223648029330889,
|
| 569 |
+
"eval_runtime": 10.0713,
|
| 570 |
+
"eval_samples_per_second": 18.766,
|
| 571 |
+
"eval_steps_per_second": 2.383,
|
| 572 |
+
"step": 225
|
| 573 |
+
},
|
| 574 |
+
{
|
| 575 |
+
"epoch": 5.79,
|
| 576 |
+
"learning_rate": 1.4639175257731958e-05,
|
| 577 |
+
"loss": 0.086,
|
| 578 |
+
"step": 230
|
| 579 |
+
},
|
| 580 |
+
{
|
| 581 |
+
"epoch": 6.04,
|
| 582 |
+
"learning_rate": 1.4226804123711342e-05,
|
| 583 |
+
"loss": 0.0789,
|
| 584 |
+
"step": 240
|
| 585 |
+
},
|
| 586 |
+
{
|
| 587 |
+
"epoch": 6.29,
|
| 588 |
+
"learning_rate": 1.3814432989690723e-05,
|
| 589 |
+
"loss": 0.0713,
|
| 590 |
+
"step": 250
|
| 591 |
+
},
|
| 592 |
+
{
|
| 593 |
+
"epoch": 6.29,
|
| 594 |
+
"eval_AGE_f1": 0.6857142857142857,
|
| 595 |
+
"eval_AGE_number": 159,
|
| 596 |
+
"eval_AGE_precision": 0.6282722513089005,
|
| 597 |
+
"eval_AGE_recall": 0.7547169811320755,
|
| 598 |
+
"eval_ALTI_f1": 0.07142857142857144,
|
| 599 |
+
"eval_ALTI_number": 16,
|
| 600 |
+
"eval_ALTI_precision": 0.08333333333333333,
|
| 601 |
+
"eval_ALTI_recall": 0.0625,
|
| 602 |
+
"eval_EMAIL_f1": 0.859504132231405,
|
| 603 |
+
"eval_EMAIL_number": 52,
|
| 604 |
+
"eval_EMAIL_precision": 0.7536231884057971,
|
| 605 |
+
"eval_EMAIL_recall": 1.0,
|
| 606 |
+
"eval_GEOG_f1": 0.4,
|
| 607 |
+
"eval_GEOG_number": 9,
|
| 608 |
+
"eval_GEOG_precision": 0.2857142857142857,
|
| 609 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 610 |
+
"eval_REGION_f1": 0.49940262843488653,
|
| 611 |
+
"eval_REGION_number": 351,
|
| 612 |
+
"eval_REGION_precision": 0.43004115226337447,
|
| 613 |
+
"eval_REGION_recall": 0.5954415954415955,
|
| 614 |
+
"eval_SITE_f1": 0.4341736694677871,
|
| 615 |
+
"eval_SITE_number": 330,
|
| 616 |
+
"eval_SITE_precision": 0.4036458333333333,
|
| 617 |
+
"eval_SITE_recall": 0.4696969696969697,
|
| 618 |
+
"eval_TAXA_f1": 0.7922437673130194,
|
| 619 |
+
"eval_TAXA_number": 525,
|
| 620 |
+
"eval_TAXA_precision": 0.7688172043010753,
|
| 621 |
+
"eval_TAXA_recall": 0.8171428571428572,
|
| 622 |
+
"eval_accuracy_entity": 0.9578683184706573,
|
| 623 |
+
"eval_accuracy_token": 0.9578683184706573,
|
| 624 |
+
"eval_f1_entity": 0.768325871301905,
|
| 625 |
+
"eval_f1_token": 0.768325871301905,
|
| 626 |
+
"eval_loss": 0.1395871937274933,
|
| 627 |
+
"eval_overall_accuracy": 0.9568181413645183,
|
| 628 |
+
"eval_overall_f1": 0.6146063863420803,
|
| 629 |
+
"eval_overall_precision": 0.5647879140034864,
|
| 630 |
+
"eval_overall_recall": 0.6740638002773925,
|
| 631 |
+
"eval_precision_entity": 0.7371967654986523,
|
| 632 |
+
"eval_precision_token": 0.7371967654986523,
|
| 633 |
+
"eval_recall_entity": 0.8021998166819432,
|
| 634 |
+
"eval_recall_token": 0.8021998166819432,
|
| 635 |
+
"eval_runtime": 12.126,
|
| 636 |
+
"eval_samples_per_second": 15.586,
|
| 637 |
+
"eval_steps_per_second": 1.979,
|
| 638 |
+
"step": 250
|
| 639 |
+
},
|
| 640 |
+
{
|
| 641 |
+
"epoch": 6.54,
|
| 642 |
+
"learning_rate": 1.3402061855670103e-05,
|
| 643 |
+
"loss": 0.0761,
|
| 644 |
+
"step": 260
|
| 645 |
+
},
|
| 646 |
+
{
|
| 647 |
+
"epoch": 6.79,
|
| 648 |
+
"learning_rate": 1.2989690721649485e-05,
|
| 649 |
+
"loss": 0.0715,
|
| 650 |
+
"step": 270
|
| 651 |
+
},
|
| 652 |
+
{
|
| 653 |
+
"epoch": 6.92,
|
| 654 |
+
"eval_AGE_f1": 0.7211267605633802,
|
| 655 |
+
"eval_AGE_number": 159,
|
| 656 |
+
"eval_AGE_precision": 0.6530612244897959,
|
| 657 |
+
"eval_AGE_recall": 0.8050314465408805,
|
| 658 |
+
"eval_ALTI_f1": 0.13333333333333333,
|
| 659 |
+
"eval_ALTI_number": 16,
|
| 660 |
+
"eval_ALTI_precision": 0.14285714285714285,
|
| 661 |
+
"eval_ALTI_recall": 0.125,
|
| 662 |
+
"eval_EMAIL_f1": 0.8455284552845529,
|
| 663 |
+
"eval_EMAIL_number": 52,
|
| 664 |
+
"eval_EMAIL_precision": 0.7323943661971831,
|
| 665 |
+
"eval_EMAIL_recall": 1.0,
|
| 666 |
+
"eval_GEOG_f1": 0.3870967741935484,
|
| 667 |
+
"eval_GEOG_number": 9,
|
| 668 |
+
"eval_GEOG_precision": 0.2727272727272727,
|
| 669 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 670 |
+
"eval_REGION_f1": 0.5431818181818181,
|
| 671 |
+
"eval_REGION_number": 351,
|
| 672 |
+
"eval_REGION_precision": 0.45179584120982985,
|
| 673 |
+
"eval_REGION_recall": 0.6809116809116809,
|
| 674 |
+
"eval_SITE_f1": 0.45517241379310347,
|
| 675 |
+
"eval_SITE_number": 330,
|
| 676 |
+
"eval_SITE_precision": 0.4177215189873418,
|
| 677 |
+
"eval_SITE_recall": 0.5,
|
| 678 |
+
"eval_TAXA_f1": 0.7958412098298677,
|
| 679 |
+
"eval_TAXA_number": 525,
|
| 680 |
+
"eval_TAXA_precision": 0.7898686679174484,
|
| 681 |
+
"eval_TAXA_recall": 0.8019047619047619,
|
| 682 |
+
"eval_accuracy_entity": 0.9568893398123921,
|
| 683 |
+
"eval_accuracy_token": 0.9568893398123921,
|
| 684 |
+
"eval_f1_entity": 0.7651905252317198,
|
| 685 |
+
"eval_f1_token": 0.7651905252317198,
|
| 686 |
+
"eval_loss": 0.14375238120555878,
|
| 687 |
+
"eval_overall_accuracy": 0.9557857638703476,
|
| 688 |
+
"eval_overall_f1": 0.6327295440349782,
|
| 689 |
+
"eval_overall_precision": 0.5755681818181818,
|
| 690 |
+
"eval_overall_recall": 0.70249653259362,
|
| 691 |
+
"eval_precision_entity": 0.7193803453283847,
|
| 692 |
+
"eval_precision_token": 0.7193803453283847,
|
| 693 |
+
"eval_recall_entity": 0.8172318973418882,
|
| 694 |
+
"eval_recall_token": 0.8172318973418882,
|
| 695 |
+
"eval_runtime": 12.8036,
|
| 696 |
+
"eval_samples_per_second": 14.761,
|
| 697 |
+
"eval_steps_per_second": 1.874,
|
| 698 |
+
"step": 275
|
| 699 |
+
},
|
| 700 |
+
{
|
| 701 |
+
"epoch": 7.04,
|
| 702 |
+
"learning_rate": 1.2577319587628866e-05,
|
| 703 |
+
"loss": 0.0779,
|
| 704 |
+
"step": 280
|
| 705 |
+
},
|
| 706 |
+
{
|
| 707 |
+
"epoch": 7.3,
|
| 708 |
+
"learning_rate": 1.2164948453608248e-05,
|
| 709 |
+
"loss": 0.0652,
|
| 710 |
+
"step": 290
|
| 711 |
+
},
|
| 712 |
+
{
|
| 713 |
+
"epoch": 7.55,
|
| 714 |
+
"learning_rate": 1.175257731958763e-05,
|
| 715 |
+
"loss": 0.0651,
|
| 716 |
+
"step": 300
|
| 717 |
+
},
|
| 718 |
+
{
|
| 719 |
+
"epoch": 7.55,
|
| 720 |
+
"eval_AGE_f1": 0.7202380952380952,
|
| 721 |
+
"eval_AGE_number": 159,
|
| 722 |
+
"eval_AGE_precision": 0.6836158192090396,
|
| 723 |
+
"eval_AGE_recall": 0.7610062893081762,
|
| 724 |
+
"eval_ALTI_f1": 0.06896551724137931,
|
| 725 |
+
"eval_ALTI_number": 16,
|
| 726 |
+
"eval_ALTI_precision": 0.07692307692307693,
|
| 727 |
+
"eval_ALTI_recall": 0.0625,
|
| 728 |
+
"eval_EMAIL_f1": 0.7428571428571429,
|
| 729 |
+
"eval_EMAIL_number": 52,
|
| 730 |
+
"eval_EMAIL_precision": 0.5909090909090909,
|
| 731 |
+
"eval_EMAIL_recall": 1.0,
|
| 732 |
+
"eval_GEOG_f1": 0.42857142857142855,
|
| 733 |
+
"eval_GEOG_number": 9,
|
| 734 |
+
"eval_GEOG_precision": 0.3157894736842105,
|
| 735 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 736 |
+
"eval_REGION_f1": 0.5471478463329453,
|
| 737 |
+
"eval_REGION_number": 351,
|
| 738 |
+
"eval_REGION_precision": 0.4625984251968504,
|
| 739 |
+
"eval_REGION_recall": 0.6695156695156695,
|
| 740 |
+
"eval_SITE_f1": 0.4159544159544159,
|
| 741 |
+
"eval_SITE_number": 330,
|
| 742 |
+
"eval_SITE_precision": 0.3924731182795699,
|
| 743 |
+
"eval_SITE_recall": 0.44242424242424244,
|
| 744 |
+
"eval_TAXA_f1": 0.8036697247706422,
|
| 745 |
+
"eval_TAXA_number": 525,
|
| 746 |
+
"eval_TAXA_precision": 0.7752212389380531,
|
| 747 |
+
"eval_TAXA_recall": 0.8342857142857143,
|
| 748 |
+
"eval_accuracy_entity": 0.9569427386482975,
|
| 749 |
+
"eval_accuracy_token": 0.9569427386482975,
|
| 750 |
+
"eval_f1_entity": 0.7655160390516038,
|
| 751 |
+
"eval_f1_token": 0.7655160390516038,
|
| 752 |
+
"eval_loss": 0.13883507251739502,
|
| 753 |
+
"eval_overall_accuracy": 0.9559281607660953,
|
| 754 |
+
"eval_overall_f1": 0.6275125628140703,
|
| 755 |
+
"eval_overall_precision": 0.5734787600459242,
|
| 756 |
+
"eval_overall_recall": 0.6927877947295423,
|
| 757 |
+
"eval_precision_entity": 0.7297656639521356,
|
| 758 |
+
"eval_precision_token": 0.7297656639521356,
|
| 759 |
+
"eval_recall_entity": 0.8049495875343722,
|
| 760 |
+
"eval_recall_token": 0.8049495875343722,
|
| 761 |
+
"eval_runtime": 10.0268,
|
| 762 |
+
"eval_samples_per_second": 18.85,
|
| 763 |
+
"eval_steps_per_second": 2.394,
|
| 764 |
+
"step": 300
|
| 765 |
+
},
|
| 766 |
+
{
|
| 767 |
+
"epoch": 7.8,
|
| 768 |
+
"learning_rate": 1.134020618556701e-05,
|
| 769 |
+
"loss": 0.0616,
|
| 770 |
+
"step": 310
|
| 771 |
+
},
|
| 772 |
+
{
|
| 773 |
+
"epoch": 8.05,
|
| 774 |
+
"learning_rate": 1.0927835051546391e-05,
|
| 775 |
+
"loss": 0.0629,
|
| 776 |
+
"step": 320
|
| 777 |
+
},
|
| 778 |
+
{
|
| 779 |
+
"epoch": 8.18,
|
| 780 |
+
"eval_AGE_f1": 0.702857142857143,
|
| 781 |
+
"eval_AGE_number": 159,
|
| 782 |
+
"eval_AGE_precision": 0.643979057591623,
|
| 783 |
+
"eval_AGE_recall": 0.7735849056603774,
|
| 784 |
+
"eval_ALTI_f1": 0.07692307692307693,
|
| 785 |
+
"eval_ALTI_number": 16,
|
| 786 |
+
"eval_ALTI_precision": 0.1,
|
| 787 |
+
"eval_ALTI_recall": 0.0625,
|
| 788 |
+
"eval_EMAIL_f1": 0.787878787878788,
|
| 789 |
+
"eval_EMAIL_number": 52,
|
| 790 |
+
"eval_EMAIL_precision": 0.65,
|
| 791 |
+
"eval_EMAIL_recall": 1.0,
|
| 792 |
+
"eval_GEOG_f1": 0.41379310344827586,
|
| 793 |
+
"eval_GEOG_number": 9,
|
| 794 |
+
"eval_GEOG_precision": 0.3,
|
| 795 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 796 |
+
"eval_REGION_f1": 0.5244040862656072,
|
| 797 |
+
"eval_REGION_number": 351,
|
| 798 |
+
"eval_REGION_precision": 0.4358490566037736,
|
| 799 |
+
"eval_REGION_recall": 0.6581196581196581,
|
| 800 |
+
"eval_SITE_f1": 0.39538239538239534,
|
| 801 |
+
"eval_SITE_number": 330,
|
| 802 |
+
"eval_SITE_precision": 0.3774104683195592,
|
| 803 |
+
"eval_SITE_recall": 0.41515151515151516,
|
| 804 |
+
"eval_TAXA_f1": 0.7945701357466064,
|
| 805 |
+
"eval_TAXA_number": 525,
|
| 806 |
+
"eval_TAXA_precision": 0.756896551724138,
|
| 807 |
+
"eval_TAXA_recall": 0.8361904761904762,
|
| 808 |
+
"eval_accuracy_entity": 0.9557857638703476,
|
| 809 |
+
"eval_accuracy_token": 0.9557857638703476,
|
| 810 |
+
"eval_f1_entity": 0.7590018133149123,
|
| 811 |
+
"eval_f1_token": 0.7590018133149123,
|
| 812 |
+
"eval_loss": 0.14412528276443481,
|
| 813 |
+
"eval_overall_accuracy": 0.9548245848240509,
|
| 814 |
+
"eval_overall_f1": 0.6150497512437811,
|
| 815 |
+
"eval_overall_precision": 0.5574971815107103,
|
| 816 |
+
"eval_overall_recall": 0.6858529819694869,
|
| 817 |
+
"eval_precision_entity": 0.7174338883447601,
|
| 818 |
+
"eval_precision_token": 0.7174338883447601,
|
| 819 |
+
"eval_recall_entity": 0.8056828597616865,
|
| 820 |
+
"eval_recall_token": 0.8056828597616865,
|
| 821 |
+
"eval_runtime": 10.4306,
|
| 822 |
+
"eval_samples_per_second": 18.12,
|
| 823 |
+
"eval_steps_per_second": 2.301,
|
| 824 |
+
"step": 325
|
| 825 |
+
},
|
| 826 |
+
{
|
| 827 |
+
"epoch": 8.3,
|
| 828 |
+
"learning_rate": 1.0515463917525775e-05,
|
| 829 |
+
"loss": 0.0556,
|
| 830 |
+
"step": 330
|
| 831 |
+
},
|
| 832 |
+
{
|
| 833 |
+
"epoch": 8.55,
|
| 834 |
+
"learning_rate": 1.0103092783505156e-05,
|
| 835 |
+
"loss": 0.0609,
|
| 836 |
+
"step": 340
|
| 837 |
+
},
|
| 838 |
+
{
|
| 839 |
+
"epoch": 8.81,
|
| 840 |
+
"learning_rate": 9.690721649484536e-06,
|
| 841 |
+
"loss": 0.0558,
|
| 842 |
+
"step": 350
|
| 843 |
+
},
|
| 844 |
+
{
|
| 845 |
+
"epoch": 8.81,
|
| 846 |
+
"eval_AGE_f1": 0.6822157434402333,
|
| 847 |
+
"eval_AGE_number": 159,
|
| 848 |
+
"eval_AGE_precision": 0.6358695652173914,
|
| 849 |
+
"eval_AGE_recall": 0.7358490566037735,
|
| 850 |
+
"eval_ALTI_f1": 0.12121212121212122,
|
| 851 |
+
"eval_ALTI_number": 16,
|
| 852 |
+
"eval_ALTI_precision": 0.11764705882352941,
|
| 853 |
+
"eval_ALTI_recall": 0.125,
|
| 854 |
+
"eval_EMAIL_f1": 0.7482014388489209,
|
| 855 |
+
"eval_EMAIL_number": 52,
|
| 856 |
+
"eval_EMAIL_precision": 0.5977011494252874,
|
| 857 |
+
"eval_EMAIL_recall": 1.0,
|
| 858 |
+
"eval_GEOG_f1": 0.37500000000000006,
|
| 859 |
+
"eval_GEOG_number": 9,
|
| 860 |
+
"eval_GEOG_precision": 0.2608695652173913,
|
| 861 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 862 |
+
"eval_REGION_f1": 0.5439429928741093,
|
| 863 |
+
"eval_REGION_number": 351,
|
| 864 |
+
"eval_REGION_precision": 0.4663951120162933,
|
| 865 |
+
"eval_REGION_recall": 0.6524216524216524,
|
| 866 |
+
"eval_SITE_f1": 0.4425531914893617,
|
| 867 |
+
"eval_SITE_number": 330,
|
| 868 |
+
"eval_SITE_precision": 0.416,
|
| 869 |
+
"eval_SITE_recall": 0.4727272727272727,
|
| 870 |
+
"eval_TAXA_f1": 0.7924865831842576,
|
| 871 |
+
"eval_TAXA_number": 525,
|
| 872 |
+
"eval_TAXA_precision": 0.7470489038785835,
|
| 873 |
+
"eval_TAXA_recall": 0.8438095238095238,
|
| 874 |
+
"eval_accuracy_entity": 0.9551983766753884,
|
| 875 |
+
"eval_accuracy_token": 0.9551983766753884,
|
| 876 |
+
"eval_f1_entity": 0.7571195044308698,
|
| 877 |
+
"eval_f1_token": 0.7571195044308698,
|
| 878 |
+
"eval_loss": 0.14811000227928162,
|
| 879 |
+
"eval_overall_accuracy": 0.9542371976290916,
|
| 880 |
+
"eval_overall_f1": 0.6257783312577834,
|
| 881 |
+
"eval_overall_precision": 0.5677966101694916,
|
| 882 |
+
"eval_overall_recall": 0.6969486823855756,
|
| 883 |
+
"eval_precision_entity": 0.7133592736705577,
|
| 884 |
+
"eval_precision_token": 0.7133592736705577,
|
| 885 |
+
"eval_recall_entity": 0.8065994500458296,
|
| 886 |
+
"eval_recall_token": 0.8065994500458296,
|
| 887 |
+
"eval_runtime": 11.3308,
|
| 888 |
+
"eval_samples_per_second": 16.68,
|
| 889 |
+
"eval_steps_per_second": 2.118,
|
| 890 |
+
"step": 350
|
| 891 |
+
},
|
| 892 |
+
{
|
| 893 |
+
"epoch": 9.06,
|
| 894 |
+
"learning_rate": 9.278350515463918e-06,
|
| 895 |
+
"loss": 0.0597,
|
| 896 |
+
"step": 360
|
| 897 |
+
},
|
| 898 |
+
{
|
| 899 |
+
"epoch": 9.31,
|
| 900 |
+
"learning_rate": 8.865979381443299e-06,
|
| 901 |
+
"loss": 0.056,
|
| 902 |
+
"step": 370
|
| 903 |
+
},
|
| 904 |
+
{
|
| 905 |
+
"epoch": 9.43,
|
| 906 |
+
"eval_AGE_f1": 0.7079646017699115,
|
| 907 |
+
"eval_AGE_number": 159,
|
| 908 |
+
"eval_AGE_precision": 0.6666666666666666,
|
| 909 |
+
"eval_AGE_recall": 0.7547169811320755,
|
| 910 |
+
"eval_ALTI_f1": 0.15384615384615385,
|
| 911 |
+
"eval_ALTI_number": 16,
|
| 912 |
+
"eval_ALTI_precision": 0.2,
|
| 913 |
+
"eval_ALTI_recall": 0.125,
|
| 914 |
+
"eval_EMAIL_f1": 0.6666666666666666,
|
| 915 |
+
"eval_EMAIL_number": 52,
|
| 916 |
+
"eval_EMAIL_precision": 0.5,
|
| 917 |
+
"eval_EMAIL_recall": 1.0,
|
| 918 |
+
"eval_GEOG_f1": 0.4,
|
| 919 |
+
"eval_GEOG_number": 9,
|
| 920 |
+
"eval_GEOG_precision": 0.2857142857142857,
|
| 921 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 922 |
+
"eval_REGION_f1": 0.5555555555555556,
|
| 923 |
+
"eval_REGION_number": 351,
|
| 924 |
+
"eval_REGION_precision": 0.4613935969868173,
|
| 925 |
+
"eval_REGION_recall": 0.698005698005698,
|
| 926 |
+
"eval_SITE_f1": 0.47632311977715874,
|
| 927 |
+
"eval_SITE_number": 330,
|
| 928 |
+
"eval_SITE_precision": 0.44072164948453607,
|
| 929 |
+
"eval_SITE_recall": 0.5181818181818182,
|
| 930 |
+
"eval_TAXA_f1": 0.8040109389243391,
|
| 931 |
+
"eval_TAXA_number": 525,
|
| 932 |
+
"eval_TAXA_precision": 0.7709790209790209,
|
| 933 |
+
"eval_TAXA_recall": 0.84,
|
| 934 |
+
"eval_accuracy_entity": 0.9559993592139692,
|
| 935 |
+
"eval_accuracy_token": 0.9559993592139692,
|
| 936 |
+
"eval_f1_entity": 0.7634735597229263,
|
| 937 |
+
"eval_f1_token": 0.7634735597229263,
|
| 938 |
+
"eval_loss": 0.15191707015037537,
|
| 939 |
+
"eval_overall_accuracy": 0.9548779836599562,
|
| 940 |
+
"eval_overall_f1": 0.6385467980295567,
|
| 941 |
+
"eval_overall_precision": 0.5741971207087486,
|
| 942 |
+
"eval_overall_recall": 0.7191400832177531,
|
| 943 |
+
"eval_precision_entity": 0.7079743067523109,
|
| 944 |
+
"eval_precision_token": 0.7079743067523109,
|
| 945 |
+
"eval_recall_entity": 0.8284142988084326,
|
| 946 |
+
"eval_recall_token": 0.8284142988084326,
|
| 947 |
+
"eval_runtime": 9.9604,
|
| 948 |
+
"eval_samples_per_second": 18.975,
|
| 949 |
+
"eval_steps_per_second": 2.41,
|
| 950 |
+
"step": 375
|
| 951 |
+
},
|
| 952 |
+
{
|
| 953 |
+
"epoch": 9.56,
|
| 954 |
+
"learning_rate": 8.453608247422681e-06,
|
| 955 |
+
"loss": 0.0579,
|
| 956 |
+
"step": 380
|
| 957 |
+
},
|
| 958 |
+
{
|
| 959 |
+
"epoch": 9.81,
|
| 960 |
+
"learning_rate": 8.041237113402063e-06,
|
| 961 |
+
"loss": 0.0499,
|
| 962 |
+
"step": 390
|
| 963 |
+
},
|
| 964 |
+
{
|
| 965 |
+
"epoch": 10.06,
|
| 966 |
+
"learning_rate": 7.628865979381444e-06,
|
| 967 |
+
"loss": 0.0529,
|
| 968 |
+
"step": 400
|
| 969 |
+
},
|
| 970 |
+
{
|
| 971 |
+
"epoch": 10.06,
|
| 972 |
+
"eval_AGE_f1": 0.7025495750708216,
|
| 973 |
+
"eval_AGE_number": 159,
|
| 974 |
+
"eval_AGE_precision": 0.6391752577319587,
|
| 975 |
+
"eval_AGE_recall": 0.779874213836478,
|
| 976 |
+
"eval_ALTI_f1": 0.3225806451612903,
|
| 977 |
+
"eval_ALTI_number": 16,
|
| 978 |
+
"eval_ALTI_precision": 0.3333333333333333,
|
| 979 |
+
"eval_ALTI_recall": 0.3125,
|
| 980 |
+
"eval_EMAIL_f1": 0.7819548872180451,
|
| 981 |
+
"eval_EMAIL_number": 52,
|
| 982 |
+
"eval_EMAIL_precision": 0.6419753086419753,
|
| 983 |
+
"eval_EMAIL_recall": 1.0,
|
| 984 |
+
"eval_GEOG_f1": 0.4,
|
| 985 |
+
"eval_GEOG_number": 9,
|
| 986 |
+
"eval_GEOG_precision": 0.2857142857142857,
|
| 987 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 988 |
+
"eval_REGION_f1": 0.5511811023622047,
|
| 989 |
+
"eval_REGION_number": 351,
|
| 990 |
+
"eval_REGION_precision": 0.45539033457249073,
|
| 991 |
+
"eval_REGION_recall": 0.698005698005698,
|
| 992 |
+
"eval_SITE_f1": 0.4936530324400564,
|
| 993 |
+
"eval_SITE_number": 330,
|
| 994 |
+
"eval_SITE_precision": 0.46174142480211083,
|
| 995 |
+
"eval_SITE_recall": 0.5303030303030303,
|
| 996 |
+
"eval_TAXA_f1": 0.8047445255474452,
|
| 997 |
+
"eval_TAXA_number": 525,
|
| 998 |
+
"eval_TAXA_precision": 0.7723292469352014,
|
| 999 |
+
"eval_TAXA_recall": 0.84,
|
| 1000 |
+
"eval_accuracy_entity": 0.9571207347679821,
|
| 1001 |
+
"eval_accuracy_token": 0.9571207347679821,
|
| 1002 |
+
"eval_f1_entity": 0.7682700421940929,
|
| 1003 |
+
"eval_f1_token": 0.7682700421940929,
|
| 1004 |
+
"eval_loss": 0.154266357421875,
|
| 1005 |
+
"eval_overall_accuracy": 0.9559993592139692,
|
| 1006 |
+
"eval_overall_f1": 0.646713977167541,
|
| 1007 |
+
"eval_overall_precision": 0.5825458588104503,
|
| 1008 |
+
"eval_overall_recall": 0.7267683772538142,
|
| 1009 |
+
"eval_precision_entity": 0.7118060985144644,
|
| 1010 |
+
"eval_precision_token": 0.7118060985144644,
|
| 1011 |
+
"eval_recall_entity": 0.8344637946837764,
|
| 1012 |
+
"eval_recall_token": 0.8344637946837764,
|
| 1013 |
+
"eval_runtime": 10.1935,
|
| 1014 |
+
"eval_samples_per_second": 18.541,
|
| 1015 |
+
"eval_steps_per_second": 2.354,
|
| 1016 |
+
"step": 400
|
| 1017 |
+
},
|
| 1018 |
+
{
|
| 1019 |
+
"epoch": 10.31,
|
| 1020 |
+
"learning_rate": 7.216494845360825e-06,
|
| 1021 |
+
"loss": 0.0504,
|
| 1022 |
+
"step": 410
|
| 1023 |
+
},
|
| 1024 |
+
{
|
| 1025 |
+
"epoch": 10.57,
|
| 1026 |
+
"learning_rate": 6.804123711340207e-06,
|
| 1027 |
+
"loss": 0.0527,
|
| 1028 |
+
"step": 420
|
| 1029 |
+
},
|
| 1030 |
+
{
|
| 1031 |
+
"epoch": 10.69,
|
| 1032 |
+
"eval_AGE_f1": 0.6966292134831462,
|
| 1033 |
+
"eval_AGE_number": 159,
|
| 1034 |
+
"eval_AGE_precision": 0.6294416243654822,
|
| 1035 |
+
"eval_AGE_recall": 0.779874213836478,
|
| 1036 |
+
"eval_ALTI_f1": 0.2962962962962963,
|
| 1037 |
+
"eval_ALTI_number": 16,
|
| 1038 |
+
"eval_ALTI_precision": 0.36363636363636365,
|
| 1039 |
+
"eval_ALTI_recall": 0.25,
|
| 1040 |
+
"eval_EMAIL_f1": 0.7938931297709924,
|
| 1041 |
+
"eval_EMAIL_number": 52,
|
| 1042 |
+
"eval_EMAIL_precision": 0.6582278481012658,
|
| 1043 |
+
"eval_EMAIL_recall": 1.0,
|
| 1044 |
+
"eval_GEOG_f1": 0.37500000000000006,
|
| 1045 |
+
"eval_GEOG_number": 9,
|
| 1046 |
+
"eval_GEOG_precision": 0.2608695652173913,
|
| 1047 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 1048 |
+
"eval_REGION_f1": 0.5187878787878788,
|
| 1049 |
+
"eval_REGION_number": 351,
|
| 1050 |
+
"eval_REGION_precision": 0.45147679324894513,
|
| 1051 |
+
"eval_REGION_recall": 0.6096866096866097,
|
| 1052 |
+
"eval_SITE_f1": 0.36940836940836935,
|
| 1053 |
+
"eval_SITE_number": 330,
|
| 1054 |
+
"eval_SITE_precision": 0.3526170798898072,
|
| 1055 |
+
"eval_SITE_recall": 0.3878787878787879,
|
| 1056 |
+
"eval_TAXA_f1": 0.7914735866543096,
|
| 1057 |
+
"eval_TAXA_number": 525,
|
| 1058 |
+
"eval_TAXA_precision": 0.7707581227436823,
|
| 1059 |
+
"eval_TAXA_recall": 0.8133333333333334,
|
| 1060 |
+
"eval_accuracy_entity": 0.9547355867642086,
|
| 1061 |
+
"eval_accuracy_token": 0.9547355867642086,
|
| 1062 |
+
"eval_f1_entity": 0.7530343007915568,
|
| 1063 |
+
"eval_f1_token": 0.7530343007915568,
|
| 1064 |
+
"eval_loss": 0.15111711621284485,
|
| 1065 |
+
"eval_overall_accuracy": 0.9537744077179118,
|
| 1066 |
+
"eval_overall_f1": 0.6076996500159084,
|
| 1067 |
+
"eval_overall_precision": 0.5614344503233392,
|
| 1068 |
+
"eval_overall_recall": 0.6622746185852982,
|
| 1069 |
+
"eval_precision_entity": 0.7237531699070161,
|
| 1070 |
+
"eval_precision_token": 0.7237531699070161,
|
| 1071 |
+
"eval_recall_entity": 0.7847846012832264,
|
| 1072 |
+
"eval_recall_token": 0.7847846012832264,
|
| 1073 |
+
"eval_runtime": 10.0406,
|
| 1074 |
+
"eval_samples_per_second": 18.824,
|
| 1075 |
+
"eval_steps_per_second": 2.39,
|
| 1076 |
+
"step": 425
|
| 1077 |
+
},
|
| 1078 |
+
{
|
| 1079 |
+
"epoch": 10.82,
|
| 1080 |
+
"learning_rate": 6.391752577319588e-06,
|
| 1081 |
+
"loss": 0.0483,
|
| 1082 |
+
"step": 430
|
| 1083 |
+
},
|
| 1084 |
+
{
|
| 1085 |
+
"epoch": 11.07,
|
| 1086 |
+
"learning_rate": 5.979381443298969e-06,
|
| 1087 |
+
"loss": 0.0487,
|
| 1088 |
+
"step": 440
|
| 1089 |
+
},
|
| 1090 |
+
{
|
| 1091 |
+
"epoch": 11.32,
|
| 1092 |
+
"learning_rate": 5.567010309278351e-06,
|
| 1093 |
+
"loss": 0.0508,
|
| 1094 |
+
"step": 450
|
| 1095 |
+
},
|
| 1096 |
+
{
|
| 1097 |
+
"epoch": 11.32,
|
| 1098 |
+
"eval_AGE_f1": 0.7130434782608696,
|
| 1099 |
+
"eval_AGE_number": 159,
|
| 1100 |
+
"eval_AGE_precision": 0.6612903225806451,
|
| 1101 |
+
"eval_AGE_recall": 0.7735849056603774,
|
| 1102 |
+
"eval_ALTI_f1": 0.21428571428571427,
|
| 1103 |
+
"eval_ALTI_number": 16,
|
| 1104 |
+
"eval_ALTI_precision": 0.25,
|
| 1105 |
+
"eval_ALTI_recall": 0.1875,
|
| 1106 |
+
"eval_EMAIL_f1": 0.7428571428571429,
|
| 1107 |
+
"eval_EMAIL_number": 52,
|
| 1108 |
+
"eval_EMAIL_precision": 0.5909090909090909,
|
| 1109 |
+
"eval_EMAIL_recall": 1.0,
|
| 1110 |
+
"eval_GEOG_f1": 0.4,
|
| 1111 |
+
"eval_GEOG_number": 9,
|
| 1112 |
+
"eval_GEOG_precision": 0.2857142857142857,
|
| 1113 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 1114 |
+
"eval_REGION_f1": 0.525030525030525,
|
| 1115 |
+
"eval_REGION_number": 351,
|
| 1116 |
+
"eval_REGION_precision": 0.4594017094017094,
|
| 1117 |
+
"eval_REGION_recall": 0.6125356125356125,
|
| 1118 |
+
"eval_SITE_f1": 0.38904899135446686,
|
| 1119 |
+
"eval_SITE_number": 330,
|
| 1120 |
+
"eval_SITE_precision": 0.3708791208791209,
|
| 1121 |
+
"eval_SITE_recall": 0.4090909090909091,
|
| 1122 |
+
"eval_TAXA_f1": 0.7802197802197802,
|
| 1123 |
+
"eval_TAXA_number": 525,
|
| 1124 |
+
"eval_TAXA_precision": 0.7513227513227513,
|
| 1125 |
+
"eval_TAXA_recall": 0.8114285714285714,
|
| 1126 |
+
"eval_accuracy_entity": 0.9558925615421584,
|
| 1127 |
+
"eval_accuracy_token": 0.9558925615421584,
|
| 1128 |
+
"eval_f1_entity": 0.7576967438559136,
|
| 1129 |
+
"eval_f1_token": 0.7576967438559136,
|
| 1130 |
+
"eval_loss": 0.15142428874969482,
|
| 1131 |
+
"eval_overall_accuracy": 0.9549135828838932,
|
| 1132 |
+
"eval_overall_f1": 0.6099110546378654,
|
| 1133 |
+
"eval_overall_precision": 0.5627198124267292,
|
| 1134 |
+
"eval_overall_recall": 0.665742024965326,
|
| 1135 |
+
"eval_precision_entity": 0.734181568088033,
|
| 1136 |
+
"eval_precision_token": 0.734181568088033,
|
| 1137 |
+
"eval_recall_entity": 0.7827681026581118,
|
| 1138 |
+
"eval_recall_token": 0.7827681026581118,
|
| 1139 |
+
"eval_runtime": 9.85,
|
| 1140 |
+
"eval_samples_per_second": 19.188,
|
| 1141 |
+
"eval_steps_per_second": 2.437,
|
| 1142 |
+
"step": 450
|
| 1143 |
+
},
|
| 1144 |
+
{
|
| 1145 |
+
"epoch": 11.57,
|
| 1146 |
+
"learning_rate": 5.154639175257732e-06,
|
| 1147 |
+
"loss": 0.0464,
|
| 1148 |
+
"step": 460
|
| 1149 |
+
},
|
| 1150 |
+
{
|
| 1151 |
+
"epoch": 11.82,
|
| 1152 |
+
"learning_rate": 4.742268041237113e-06,
|
| 1153 |
+
"loss": 0.0459,
|
| 1154 |
+
"step": 470
|
| 1155 |
+
},
|
| 1156 |
+
{
|
| 1157 |
+
"epoch": 11.95,
|
| 1158 |
+
"eval_AGE_f1": 0.6956521739130435,
|
| 1159 |
+
"eval_AGE_number": 159,
|
| 1160 |
+
"eval_AGE_precision": 0.6451612903225806,
|
| 1161 |
+
"eval_AGE_recall": 0.7547169811320755,
|
| 1162 |
+
"eval_ALTI_f1": 0.13793103448275862,
|
| 1163 |
+
"eval_ALTI_number": 16,
|
| 1164 |
+
"eval_ALTI_precision": 0.15384615384615385,
|
| 1165 |
+
"eval_ALTI_recall": 0.125,
|
| 1166 |
+
"eval_EMAIL_f1": 0.732394366197183,
|
| 1167 |
+
"eval_EMAIL_number": 52,
|
| 1168 |
+
"eval_EMAIL_precision": 0.5777777777777777,
|
| 1169 |
+
"eval_EMAIL_recall": 1.0,
|
| 1170 |
+
"eval_GEOG_f1": 0.3870967741935484,
|
| 1171 |
+
"eval_GEOG_number": 9,
|
| 1172 |
+
"eval_GEOG_precision": 0.2727272727272727,
|
| 1173 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 1174 |
+
"eval_REGION_f1": 0.5467980295566502,
|
| 1175 |
+
"eval_REGION_number": 351,
|
| 1176 |
+
"eval_REGION_precision": 0.48156182212581344,
|
| 1177 |
+
"eval_REGION_recall": 0.6324786324786325,
|
| 1178 |
+
"eval_SITE_f1": 0.41466854724964736,
|
| 1179 |
+
"eval_SITE_number": 330,
|
| 1180 |
+
"eval_SITE_precision": 0.38786279683377306,
|
| 1181 |
+
"eval_SITE_recall": 0.44545454545454544,
|
| 1182 |
+
"eval_TAXA_f1": 0.7944700460829494,
|
| 1183 |
+
"eval_TAXA_number": 525,
|
| 1184 |
+
"eval_TAXA_precision": 0.7696428571428572,
|
| 1185 |
+
"eval_TAXA_recall": 0.820952380952381,
|
| 1186 |
+
"eval_accuracy_entity": 0.9552161762873569,
|
| 1187 |
+
"eval_accuracy_token": 0.9552161762873569,
|
| 1188 |
+
"eval_f1_entity": 0.7573407684935088,
|
| 1189 |
+
"eval_f1_token": 0.7573407684935088,
|
| 1190 |
+
"eval_loss": 0.15560036897659302,
|
| 1191 |
+
"eval_overall_accuracy": 0.9541481995692493,
|
| 1192 |
+
"eval_overall_f1": 0.6216301934665398,
|
| 1193 |
+
"eval_overall_precision": 0.5727644652250146,
|
| 1194 |
+
"eval_overall_recall": 0.6796116504854369,
|
| 1195 |
+
"eval_precision_entity": 0.7216871471272003,
|
| 1196 |
+
"eval_precision_token": 0.7216871471272003,
|
| 1197 |
+
"eval_recall_entity": 0.7967002749770853,
|
| 1198 |
+
"eval_recall_token": 0.7967002749770853,
|
| 1199 |
+
"eval_runtime": 10.1795,
|
| 1200 |
+
"eval_samples_per_second": 18.567,
|
| 1201 |
+
"eval_steps_per_second": 2.358,
|
| 1202 |
+
"step": 475
|
| 1203 |
+
},
|
| 1204 |
+
{
|
| 1205 |
+
"epoch": 12.08,
|
| 1206 |
+
"learning_rate": 4.329896907216495e-06,
|
| 1207 |
+
"loss": 0.0418,
|
| 1208 |
+
"step": 480
|
| 1209 |
+
},
|
| 1210 |
+
{
|
| 1211 |
+
"epoch": 12.33,
|
| 1212 |
+
"learning_rate": 3.917525773195877e-06,
|
| 1213 |
+
"loss": 0.045,
|
| 1214 |
+
"step": 490
|
| 1215 |
+
},
|
| 1216 |
+
{
|
| 1217 |
+
"epoch": 12.58,
|
| 1218 |
+
"learning_rate": 3.5051546391752577e-06,
|
| 1219 |
+
"loss": 0.0484,
|
| 1220 |
+
"step": 500
|
| 1221 |
+
},
|
| 1222 |
+
{
|
| 1223 |
+
"epoch": 12.58,
|
| 1224 |
+
"eval_AGE_f1": 0.7134502923976608,
|
| 1225 |
+
"eval_AGE_number": 159,
|
| 1226 |
+
"eval_AGE_precision": 0.6666666666666666,
|
| 1227 |
+
"eval_AGE_recall": 0.7672955974842768,
|
| 1228 |
+
"eval_ALTI_f1": 0.20689655172413793,
|
| 1229 |
+
"eval_ALTI_number": 16,
|
| 1230 |
+
"eval_ALTI_precision": 0.23076923076923078,
|
| 1231 |
+
"eval_ALTI_recall": 0.1875,
|
| 1232 |
+
"eval_EMAIL_f1": 0.7172413793103448,
|
| 1233 |
+
"eval_EMAIL_number": 52,
|
| 1234 |
+
"eval_EMAIL_precision": 0.5591397849462365,
|
| 1235 |
+
"eval_EMAIL_recall": 1.0,
|
| 1236 |
+
"eval_GEOG_f1": 0.3870967741935484,
|
| 1237 |
+
"eval_GEOG_number": 9,
|
| 1238 |
+
"eval_GEOG_precision": 0.2727272727272727,
|
| 1239 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 1240 |
+
"eval_REGION_f1": 0.560093348891482,
|
| 1241 |
+
"eval_REGION_number": 351,
|
| 1242 |
+
"eval_REGION_precision": 0.4743083003952569,
|
| 1243 |
+
"eval_REGION_recall": 0.6837606837606838,
|
| 1244 |
+
"eval_SITE_f1": 0.44044321329639885,
|
| 1245 |
+
"eval_SITE_number": 330,
|
| 1246 |
+
"eval_SITE_precision": 0.40561224489795916,
|
| 1247 |
+
"eval_SITE_recall": 0.4818181818181818,
|
| 1248 |
+
"eval_TAXA_f1": 0.7956600361663652,
|
| 1249 |
+
"eval_TAXA_number": 525,
|
| 1250 |
+
"eval_TAXA_precision": 0.7573149741824441,
|
| 1251 |
+
"eval_TAXA_recall": 0.8380952380952381,
|
| 1252 |
+
"eval_accuracy_entity": 0.9561061568857799,
|
| 1253 |
+
"eval_accuracy_token": 0.9561061568857799,
|
| 1254 |
+
"eval_f1_entity": 0.7653287788215201,
|
| 1255 |
+
"eval_f1_token": 0.7653287788215201,
|
| 1256 |
+
"eval_loss": 0.15589508414268494,
|
| 1257 |
+
"eval_overall_accuracy": 0.9551271782275147,
|
| 1258 |
+
"eval_overall_f1": 0.6324257425742574,
|
| 1259 |
+
"eval_overall_precision": 0.5709497206703911,
|
| 1260 |
+
"eval_overall_recall": 0.7087378640776699,
|
| 1261 |
+
"eval_precision_entity": 0.71638689048761,
|
| 1262 |
+
"eval_precision_token": 0.71638689048761,
|
| 1263 |
+
"eval_recall_entity": 0.821448212648946,
|
| 1264 |
+
"eval_recall_token": 0.821448212648946,
|
| 1265 |
+
"eval_runtime": 12.7467,
|
| 1266 |
+
"eval_samples_per_second": 14.827,
|
| 1267 |
+
"eval_steps_per_second": 1.883,
|
| 1268 |
+
"step": 500
|
| 1269 |
+
},
|
| 1270 |
+
{
|
| 1271 |
+
"epoch": 12.83,
|
| 1272 |
+
"learning_rate": 3.0927835051546395e-06,
|
| 1273 |
+
"loss": 0.0461,
|
| 1274 |
+
"step": 510
|
| 1275 |
+
},
|
| 1276 |
+
{
|
| 1277 |
+
"epoch": 13.08,
|
| 1278 |
+
"learning_rate": 2.680412371134021e-06,
|
| 1279 |
+
"loss": 0.0386,
|
| 1280 |
+
"step": 520
|
| 1281 |
+
},
|
| 1282 |
+
{
|
| 1283 |
+
"epoch": 13.21,
|
| 1284 |
+
"eval_AGE_f1": 0.7055393586005833,
|
| 1285 |
+
"eval_AGE_number": 159,
|
| 1286 |
+
"eval_AGE_precision": 0.657608695652174,
|
| 1287 |
+
"eval_AGE_recall": 0.7610062893081762,
|
| 1288 |
+
"eval_ALTI_f1": 0.0,
|
| 1289 |
+
"eval_ALTI_number": 16,
|
| 1290 |
+
"eval_ALTI_precision": 0.0,
|
| 1291 |
+
"eval_ALTI_recall": 0.0,
|
| 1292 |
+
"eval_EMAIL_f1": 0.6933333333333334,
|
| 1293 |
+
"eval_EMAIL_number": 52,
|
| 1294 |
+
"eval_EMAIL_precision": 0.5306122448979592,
|
| 1295 |
+
"eval_EMAIL_recall": 1.0,
|
| 1296 |
+
"eval_GEOG_f1": 0.41379310344827586,
|
| 1297 |
+
"eval_GEOG_number": 9,
|
| 1298 |
+
"eval_GEOG_precision": 0.3,
|
| 1299 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 1300 |
+
"eval_REGION_f1": 0.558858501783591,
|
| 1301 |
+
"eval_REGION_number": 351,
|
| 1302 |
+
"eval_REGION_precision": 0.47959183673469385,
|
| 1303 |
+
"eval_REGION_recall": 0.6695156695156695,
|
| 1304 |
+
"eval_SITE_f1": 0.42758620689655175,
|
| 1305 |
+
"eval_SITE_number": 330,
|
| 1306 |
+
"eval_SITE_precision": 0.3924050632911392,
|
| 1307 |
+
"eval_SITE_recall": 0.4696969696969697,
|
| 1308 |
+
"eval_TAXA_f1": 0.7948951686417502,
|
| 1309 |
+
"eval_TAXA_number": 525,
|
| 1310 |
+
"eval_TAXA_precision": 0.7622377622377622,
|
| 1311 |
+
"eval_TAXA_recall": 0.8304761904761905,
|
| 1312 |
+
"eval_accuracy_entity": 0.9557679642583792,
|
| 1313 |
+
"eval_accuracy_token": 0.9557679642583792,
|
| 1314 |
+
"eval_f1_entity": 0.7621009268795055,
|
| 1315 |
+
"eval_f1_token": 0.7621009268795055,
|
| 1316 |
+
"eval_loss": 0.15739484131336212,
|
| 1317 |
+
"eval_overall_accuracy": 0.9548245848240509,
|
| 1318 |
+
"eval_overall_f1": 0.6255835667600373,
|
| 1319 |
+
"eval_overall_precision": 0.567476002258611,
|
| 1320 |
+
"eval_overall_recall": 0.6969486823855756,
|
| 1321 |
+
"eval_precision_entity": 0.716475714055188,
|
| 1322 |
+
"eval_precision_token": 0.716475714055188,
|
| 1323 |
+
"eval_recall_entity": 0.8139321723189734,
|
| 1324 |
+
"eval_recall_token": 0.8139321723189734,
|
| 1325 |
+
"eval_runtime": 10.5618,
|
| 1326 |
+
"eval_samples_per_second": 17.895,
|
| 1327 |
+
"eval_steps_per_second": 2.272,
|
| 1328 |
+
"step": 525
|
| 1329 |
+
},
|
| 1330 |
+
{
|
| 1331 |
+
"epoch": 13.33,
|
| 1332 |
+
"learning_rate": 2.268041237113402e-06,
|
| 1333 |
+
"loss": 0.0405,
|
| 1334 |
+
"step": 530
|
| 1335 |
+
},
|
| 1336 |
+
{
|
| 1337 |
+
"epoch": 13.58,
|
| 1338 |
+
"learning_rate": 1.8556701030927837e-06,
|
| 1339 |
+
"loss": 0.0438,
|
| 1340 |
+
"step": 540
|
| 1341 |
+
},
|
| 1342 |
+
{
|
| 1343 |
+
"epoch": 13.84,
|
| 1344 |
+
"learning_rate": 1.4432989690721649e-06,
|
| 1345 |
+
"loss": 0.0464,
|
| 1346 |
+
"step": 550
|
| 1347 |
+
},
|
| 1348 |
+
{
|
| 1349 |
+
"epoch": 13.84,
|
| 1350 |
+
"eval_AGE_f1": 0.7045454545454547,
|
| 1351 |
+
"eval_AGE_number": 159,
|
| 1352 |
+
"eval_AGE_precision": 0.6424870466321243,
|
| 1353 |
+
"eval_AGE_recall": 0.779874213836478,
|
| 1354 |
+
"eval_ALTI_f1": 0.20689655172413793,
|
| 1355 |
+
"eval_ALTI_number": 16,
|
| 1356 |
+
"eval_ALTI_precision": 0.23076923076923078,
|
| 1357 |
+
"eval_ALTI_recall": 0.1875,
|
| 1358 |
+
"eval_EMAIL_f1": 0.7027027027027027,
|
| 1359 |
+
"eval_EMAIL_number": 52,
|
| 1360 |
+
"eval_EMAIL_precision": 0.5416666666666666,
|
| 1361 |
+
"eval_EMAIL_recall": 1.0,
|
| 1362 |
+
"eval_GEOG_f1": 0.36363636363636365,
|
| 1363 |
+
"eval_GEOG_number": 9,
|
| 1364 |
+
"eval_GEOG_precision": 0.25,
|
| 1365 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 1366 |
+
"eval_REGION_f1": 0.5545023696682464,
|
| 1367 |
+
"eval_REGION_number": 351,
|
| 1368 |
+
"eval_REGION_precision": 0.4746450304259635,
|
| 1369 |
+
"eval_REGION_recall": 0.6666666666666666,
|
| 1370 |
+
"eval_SITE_f1": 0.41408450704225347,
|
| 1371 |
+
"eval_SITE_number": 330,
|
| 1372 |
+
"eval_SITE_precision": 0.3868421052631579,
|
| 1373 |
+
"eval_SITE_recall": 0.44545454545454544,
|
| 1374 |
+
"eval_TAXA_f1": 0.7978241160471441,
|
| 1375 |
+
"eval_TAXA_number": 525,
|
| 1376 |
+
"eval_TAXA_precision": 0.7612456747404844,
|
| 1377 |
+
"eval_TAXA_recall": 0.8380952380952381,
|
| 1378 |
+
"eval_accuracy_entity": 0.955144977839483,
|
| 1379 |
+
"eval_accuracy_token": 0.955144977839483,
|
| 1380 |
+
"eval_f1_entity": 0.7586857682079438,
|
| 1381 |
+
"eval_f1_token": 0.7586857682079438,
|
| 1382 |
+
"eval_loss": 0.1583557277917862,
|
| 1383 |
+
"eval_overall_accuracy": 0.9541481995692493,
|
| 1384 |
+
"eval_overall_f1": 0.6250388319353837,
|
| 1385 |
+
"eval_overall_precision": 0.566122678671919,
|
| 1386 |
+
"eval_overall_recall": 0.6976421636615812,
|
| 1387 |
+
"eval_precision_entity": 0.7129958078039342,
|
| 1388 |
+
"eval_precision_token": 0.7129958078039342,
|
| 1389 |
+
"eval_recall_entity": 0.8106324472960587,
|
| 1390 |
+
"eval_recall_token": 0.8106324472960587,
|
| 1391 |
+
"eval_runtime": 12.1366,
|
| 1392 |
+
"eval_samples_per_second": 15.573,
|
| 1393 |
+
"eval_steps_per_second": 1.977,
|
| 1394 |
+
"step": 550
|
| 1395 |
+
},
|
| 1396 |
+
{
|
| 1397 |
+
"epoch": 14.09,
|
| 1398 |
+
"learning_rate": 1.0309278350515464e-06,
|
| 1399 |
+
"loss": 0.0405,
|
| 1400 |
+
"step": 560
|
| 1401 |
+
},
|
| 1402 |
+
{
|
| 1403 |
+
"epoch": 14.34,
|
| 1404 |
+
"learning_rate": 6.185567010309279e-07,
|
| 1405 |
+
"loss": 0.0448,
|
| 1406 |
+
"step": 570
|
| 1407 |
+
},
|
| 1408 |
+
{
|
| 1409 |
+
"epoch": 14.47,
|
| 1410 |
+
"eval_AGE_f1": 0.7163323782234957,
|
| 1411 |
+
"eval_AGE_number": 159,
|
| 1412 |
+
"eval_AGE_precision": 0.6578947368421053,
|
| 1413 |
+
"eval_AGE_recall": 0.7861635220125787,
|
| 1414 |
+
"eval_ALTI_f1": 0.20689655172413793,
|
| 1415 |
+
"eval_ALTI_number": 16,
|
| 1416 |
+
"eval_ALTI_precision": 0.23076923076923078,
|
| 1417 |
+
"eval_ALTI_recall": 0.1875,
|
| 1418 |
+
"eval_EMAIL_f1": 0.732394366197183,
|
| 1419 |
+
"eval_EMAIL_number": 52,
|
| 1420 |
+
"eval_EMAIL_precision": 0.5777777777777777,
|
| 1421 |
+
"eval_EMAIL_recall": 1.0,
|
| 1422 |
+
"eval_GEOG_f1": 0.36363636363636365,
|
| 1423 |
+
"eval_GEOG_number": 9,
|
| 1424 |
+
"eval_GEOG_precision": 0.25,
|
| 1425 |
+
"eval_GEOG_recall": 0.6666666666666666,
|
| 1426 |
+
"eval_REGION_f1": 0.56,
|
| 1427 |
+
"eval_REGION_number": 351,
|
| 1428 |
+
"eval_REGION_precision": 0.47695390781563124,
|
| 1429 |
+
"eval_REGION_recall": 0.6780626780626781,
|
| 1430 |
+
"eval_SITE_f1": 0.41310541310541316,
|
| 1431 |
+
"eval_SITE_number": 330,
|
| 1432 |
+
"eval_SITE_precision": 0.3897849462365591,
|
| 1433 |
+
"eval_SITE_recall": 0.4393939393939394,
|
| 1434 |
+
"eval_TAXA_f1": 0.7981735159817351,
|
| 1435 |
+
"eval_TAXA_number": 525,
|
| 1436 |
+
"eval_TAXA_precision": 0.7666666666666667,
|
| 1437 |
+
"eval_TAXA_recall": 0.8323809523809523,
|
| 1438 |
+
"eval_accuracy_entity": 0.9550203805557039,
|
| 1439 |
+
"eval_accuracy_token": 0.9550203805557039,
|
| 1440 |
+
"eval_f1_entity": 0.7577735784229513,
|
| 1441 |
+
"eval_f1_token": 0.7577735784229513,
|
| 1442 |
+
"eval_loss": 0.1591457575559616,
|
| 1443 |
+
"eval_overall_accuracy": 0.9540236022854702,
|
| 1444 |
+
"eval_overall_f1": 0.62875,
|
| 1445 |
+
"eval_overall_precision": 0.5722411831626849,
|
| 1446 |
+
"eval_overall_recall": 0.6976421636615812,
|
| 1447 |
+
"eval_precision_entity": 0.7129465007273315,
|
| 1448 |
+
"eval_precision_token": 0.7129465007273315,
|
| 1449 |
+
"eval_recall_entity": 0.8086159486709441,
|
| 1450 |
+
"eval_recall_token": 0.8086159486709441,
|
| 1451 |
+
"eval_runtime": 10.2385,
|
| 1452 |
+
"eval_samples_per_second": 18.46,
|
| 1453 |
+
"eval_steps_per_second": 2.344,
|
| 1454 |
+
"step": 575
|
| 1455 |
+
},
|
| 1456 |
+
{
|
| 1457 |
+
"epoch": 14.59,
|
| 1458 |
+
"learning_rate": 2.061855670103093e-07,
|
| 1459 |
+
"loss": 0.0413,
|
| 1460 |
+
"step": 580
|
| 1461 |
+
},
|
| 1462 |
+
{
|
| 1463 |
+
"epoch": 14.72,
|
| 1464 |
+
"step": 585,
|
| 1465 |
+
"total_flos": 4125504727794096.0,
|
| 1466 |
+
"train_loss": 0.23708797097206116,
|
| 1467 |
+
"train_runtime": 1988.5186,
|
| 1468 |
+
"train_samples_per_second": 9.572,
|
| 1469 |
+
"train_steps_per_second": 0.294
|
| 1470 |
+
}
|
| 1471 |
+
],
|
| 1472 |
+
"max_steps": 585,
|
| 1473 |
+
"num_train_epochs": 15,
|
| 1474 |
+
"total_flos": 4125504727794096.0,
|
| 1475 |
+
"trial_name": null,
|
| 1476 |
+
"trial_params": null
|
| 1477 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3522745422ae3121f4d463384271ae3a8147e5e16a9d8b1cf4888806843b7d3f
|
| 3 |
+
size 4091
|