lilyyellow
commited on
Commit
•
006dc67
1
Parent(s):
f86741f
End of training
Browse files- README.md +7 -7
- config.json +72 -72
- model.safetensors +1 -1
- training_args.bin +1 -1
README.md
CHANGED
@@ -19,11 +19,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
19 |
|
20 |
This model is a fine-tuned version of [NlpHUST/ner-vietnamese-electra-base](https://huggingface.co/NlpHUST/ner-vietnamese-electra-base) on an unknown dataset.
|
21 |
It achieves the following results on the evaluation set:
|
22 |
-
- Loss: 0.
|
23 |
-
- Precision: 0.
|
24 |
-
- Recall: 0.
|
25 |
-
- F1: 0.
|
26 |
-
- Accuracy: 0.
|
27 |
|
28 |
## Model description
|
29 |
|
@@ -54,8 +54,8 @@ The following hyperparameters were used during training:
|
|
54 |
|
55 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
56 |
|:-------------:|:------:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
57 |
-
| 0.
|
58 |
-
| 0.
|
59 |
|
60 |
|
61 |
### Framework versions
|
|
|
19 |
|
20 |
This model is a fine-tuned version of [NlpHUST/ner-vietnamese-electra-base](https://huggingface.co/NlpHUST/ner-vietnamese-electra-base) on an unknown dataset.
|
21 |
It achieves the following results on the evaluation set:
|
22 |
+
- Loss: 0.5013
|
23 |
+
- Precision: 0.5533
|
24 |
+
- Recall: 0.6351
|
25 |
+
- F1: 0.5914
|
26 |
+
- Accuracy: 0.8419
|
27 |
|
28 |
## Model description
|
29 |
|
|
|
54 |
|
55 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
56 |
|:-------------:|:------:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
57 |
+
| 0.4831 | 1.9990 | 2099 | 0.4981 | 0.5509 | 0.6224 | 0.5845 | 0.8411 |
|
58 |
+
| 0.391 | 3.9981 | 4198 | 0.5013 | 0.5533 | 0.6351 | 0.5914 | 0.8419 |
|
59 |
|
60 |
|
61 |
### Framework versions
|
config.json
CHANGED
@@ -11,84 +11,84 @@
|
|
11 |
"hidden_dropout_prob": 0.1,
|
12 |
"hidden_size": 768,
|
13 |
"id2label": {
|
14 |
-
"0": "B-
|
15 |
-
"1": "I-
|
16 |
-
"2": "
|
17 |
-
"3": "I-
|
18 |
-
"4": "I-
|
19 |
-
"5": "I-
|
20 |
-
"6": "I-
|
21 |
-
"7": "
|
22 |
-
"8": "
|
23 |
-
"9": "I-
|
24 |
-
"10": "
|
25 |
"11": "B-URL",
|
26 |
-
"12": "
|
27 |
-
"13": "B-
|
28 |
-
"14": "B-
|
29 |
-
"15": "B-
|
30 |
-
"16": "I-
|
31 |
-
"17": "I-
|
32 |
-
"18": "B-
|
33 |
-
"19": "
|
34 |
-
"20": "
|
35 |
-
"21": "I-
|
36 |
-
"22": "B-
|
37 |
-
"23": "B-
|
38 |
-
"24": "
|
39 |
-
"25": "
|
40 |
-
"26": "B-
|
41 |
-
"27": "
|
42 |
-
"28": "
|
43 |
-
"29": "B-
|
44 |
-
"30": "
|
45 |
-
"31": "
|
46 |
-
"32": "I-
|
47 |
-
"33": "
|
48 |
-
"34": "I-
|
49 |
-
"35": "
|
50 |
-
"36": "
|
51 |
},
|
52 |
"initializer_range": 0.02,
|
53 |
"intermediate_size": 3072,
|
54 |
"label2id": {
|
55 |
-
"B-ACTION":
|
56 |
-
"B-AGE":
|
57 |
-
"B-DATETIME":
|
58 |
-
"B-DISEASE":
|
59 |
-
"B-EDUCATION":
|
60 |
-
"B-EMAIL":
|
61 |
-
"B-EVENT":
|
62 |
-
"B-GENDER":
|
63 |
-
"B-LAW":
|
64 |
-
"B-LOCATION":
|
65 |
-
"B-ORGANIZATION":
|
66 |
-
"B-PERSON":
|
67 |
-
"B-PHONE":
|
68 |
-
"B-PRODUCT":
|
69 |
-
"B-QUANTITY-NUMBER":
|
70 |
-
"B-ROLE":
|
71 |
-
"B-TRANSPORTATION":
|
72 |
"B-URL": 11,
|
73 |
-
"I-ACTION":
|
74 |
-
"I-AGE":
|
75 |
-
"I-DATETIME":
|
76 |
-
"I-DISEASE":
|
77 |
-
"I-EDUCATION":
|
78 |
-
"I-EMAIL":
|
79 |
-
"I-EVENT":
|
80 |
-
"I-GENDER":
|
81 |
-
"I-LAW":
|
82 |
-
"I-LOCATION":
|
83 |
-
"I-ORGANIZATION":
|
84 |
-
"I-PERSON":
|
85 |
-
"I-PHONE":
|
86 |
-
"I-PRODUCT":
|
87 |
-
"I-QUANTITY-NUMBER":
|
88 |
-
"I-ROLE":
|
89 |
-
"I-TRANSPORTATION":
|
90 |
-
"I-URL":
|
91 |
-
"O":
|
92 |
},
|
93 |
"layer_norm_eps": 1e-12,
|
94 |
"max_position_embeddings": 512,
|
|
|
11 |
"hidden_dropout_prob": 0.1,
|
12 |
"hidden_size": 768,
|
13 |
"id2label": {
|
14 |
+
"0": "B-PHONE",
|
15 |
+
"1": "I-LAW",
|
16 |
+
"2": "B-ACTION",
|
17 |
+
"3": "I-LOCATION",
|
18 |
+
"4": "I-PERSON",
|
19 |
+
"5": "I-URL",
|
20 |
+
"6": "I-TRANSPORTATION",
|
21 |
+
"7": "I-EMAIL",
|
22 |
+
"8": "I-ACTION",
|
23 |
+
"9": "I-DISEASE",
|
24 |
+
"10": "I-QUANTITY-NUMBER",
|
25 |
"11": "B-URL",
|
26 |
+
"12": "I-GENDER",
|
27 |
+
"13": "B-GENDER",
|
28 |
+
"14": "B-PERSON",
|
29 |
+
"15": "B-LAW",
|
30 |
+
"16": "I-AGE",
|
31 |
+
"17": "I-ROLE",
|
32 |
+
"18": "B-EMAIL",
|
33 |
+
"19": "B-EVENT",
|
34 |
+
"20": "B-PRODUCT",
|
35 |
+
"21": "I-PHONE",
|
36 |
+
"22": "B-ORGANIZATION",
|
37 |
+
"23": "B-QUANTITY-NUMBER",
|
38 |
+
"24": "B-LOCATION",
|
39 |
+
"25": "I-EVENT",
|
40 |
+
"26": "B-EDUCATION",
|
41 |
+
"27": "B-DATETIME",
|
42 |
+
"28": "B-ROLE",
|
43 |
+
"29": "B-DISEASE",
|
44 |
+
"30": "O",
|
45 |
+
"31": "B-AGE",
|
46 |
+
"32": "I-PRODUCT",
|
47 |
+
"33": "I-EDUCATION",
|
48 |
+
"34": "I-DATETIME",
|
49 |
+
"35": "B-TRANSPORTATION",
|
50 |
+
"36": "I-ORGANIZATION"
|
51 |
},
|
52 |
"initializer_range": 0.02,
|
53 |
"intermediate_size": 3072,
|
54 |
"label2id": {
|
55 |
+
"B-ACTION": 2,
|
56 |
+
"B-AGE": 31,
|
57 |
+
"B-DATETIME": 27,
|
58 |
+
"B-DISEASE": 29,
|
59 |
+
"B-EDUCATION": 26,
|
60 |
+
"B-EMAIL": 18,
|
61 |
+
"B-EVENT": 19,
|
62 |
+
"B-GENDER": 13,
|
63 |
+
"B-LAW": 15,
|
64 |
+
"B-LOCATION": 24,
|
65 |
+
"B-ORGANIZATION": 22,
|
66 |
+
"B-PERSON": 14,
|
67 |
+
"B-PHONE": 0,
|
68 |
+
"B-PRODUCT": 20,
|
69 |
+
"B-QUANTITY-NUMBER": 23,
|
70 |
+
"B-ROLE": 28,
|
71 |
+
"B-TRANSPORTATION": 35,
|
72 |
"B-URL": 11,
|
73 |
+
"I-ACTION": 8,
|
74 |
+
"I-AGE": 16,
|
75 |
+
"I-DATETIME": 34,
|
76 |
+
"I-DISEASE": 9,
|
77 |
+
"I-EDUCATION": 33,
|
78 |
+
"I-EMAIL": 7,
|
79 |
+
"I-EVENT": 25,
|
80 |
+
"I-GENDER": 12,
|
81 |
+
"I-LAW": 1,
|
82 |
+
"I-LOCATION": 3,
|
83 |
+
"I-ORGANIZATION": 36,
|
84 |
+
"I-PERSON": 4,
|
85 |
+
"I-PHONE": 21,
|
86 |
+
"I-PRODUCT": 32,
|
87 |
+
"I-QUANTITY-NUMBER": 10,
|
88 |
+
"I-ROLE": 17,
|
89 |
+
"I-TRANSPORTATION": 6,
|
90 |
+
"I-URL": 5,
|
91 |
+
"O": 30
|
92 |
},
|
93 |
"layer_norm_eps": 1e-12,
|
94 |
"max_position_embeddings": 512,
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 532404756
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:348f1bf85294f5ed89f197666e691f194f219fa5c706a879c31994c4f11e6e33
|
3 |
size 532404756
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 5112
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:161e344d16e5d2258192e23bbd303fc4dd6aa7d5f514c893fba30dbd8f399f6d
|
3 |
size 5112
|