End of training
Browse files- README.md +25 -25
- config.json +3 -1
- model.safetensors +2 -2
- training_args.bin +1 -1
README.md
CHANGED
@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
20 |
|
21 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
|
22 |
It achieves the following results on the evaluation set:
|
23 |
-
- Loss: 0.
|
24 |
-
- Precision: 0.
|
25 |
-
- Recall: 0.
|
26 |
-
- F1: 0.
|
27 |
-
- Accuracy: 0.
|
28 |
|
29 |
## Model description
|
30 |
|
@@ -55,26 +55,26 @@ The following hyperparameters were used during training:
|
|
55 |
|
56 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
57 |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
58 |
-
| No log | 1.0 | 13 | 1.
|
59 |
-
| No log | 2.0 | 26 | 1.
|
60 |
-
| No log | 3.0 | 39 |
|
61 |
-
| No log | 4.0 | 52 | 0.
|
62 |
-
| No log | 5.0 | 65 | 0.
|
63 |
-
| No log | 6.0 | 78 | 0.
|
64 |
-
| No log | 7.0 | 91 | 0.
|
65 |
-
| No log | 8.0 | 104 | 0.
|
66 |
-
| No log | 9.0 | 117 | 0.
|
67 |
-
| No log | 10.0 | 130 | 0.
|
68 |
-
| No log | 11.0 | 143 | 0.
|
69 |
-
| No log | 12.0 | 156 | 0.
|
70 |
-
| No log | 13.0 | 169 | 0.
|
71 |
-
| No log | 14.0 | 182 | 0.
|
72 |
-
| No log | 15.0 | 195 | 0.
|
73 |
-
| No log | 16.0 | 208 | 0.
|
74 |
-
| No log | 17.0 | 221 | 0.
|
75 |
-
| No log | 18.0 | 234 | 0.
|
76 |
-
| No log | 19.0 | 247 | 0.
|
77 |
-
| No log | 20.0 | 260 | 0.
|
78 |
|
79 |
|
80 |
### Framework versions
|
|
|
20 |
|
21 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
|
22 |
It achieves the following results on the evaluation set:
|
23 |
+
- Loss: 0.2988
|
24 |
+
- Precision: 0.8066
|
25 |
+
- Recall: 0.7644
|
26 |
+
- F1: 0.7849
|
27 |
+
- Accuracy: 0.9432
|
28 |
|
29 |
## Model description
|
30 |
|
|
|
55 |
|
56 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
57 |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
58 |
+
| No log | 1.0 | 13 | 1.7619 | 0.0 | 0.0 | 0.0 | 0.6185 |
|
59 |
+
| No log | 2.0 | 26 | 1.4482 | 0.0526 | 0.0052 | 0.0095 | 0.6985 |
|
60 |
+
| No log | 3.0 | 39 | 1.0747 | 0.0417 | 0.0105 | 0.0167 | 0.7429 |
|
61 |
+
| No log | 4.0 | 52 | 0.8462 | 0.2262 | 0.0995 | 0.1382 | 0.7821 |
|
62 |
+
| No log | 5.0 | 65 | 0.6852 | 0.3290 | 0.2670 | 0.2948 | 0.8172 |
|
63 |
+
| No log | 6.0 | 78 | 0.5970 | 0.4346 | 0.4869 | 0.4593 | 0.8684 |
|
64 |
+
| No log | 7.0 | 91 | 0.5108 | 0.5072 | 0.5497 | 0.5276 | 0.8880 |
|
65 |
+
| No log | 8.0 | 104 | 0.4515 | 0.5882 | 0.6283 | 0.6076 | 0.9086 |
|
66 |
+
| No log | 9.0 | 117 | 0.4105 | 0.6305 | 0.6702 | 0.6497 | 0.9169 |
|
67 |
+
| No log | 10.0 | 130 | 0.3755 | 0.7120 | 0.6859 | 0.6987 | 0.9293 |
|
68 |
+
| No log | 11.0 | 143 | 0.3661 | 0.7243 | 0.7016 | 0.7128 | 0.9293 |
|
69 |
+
| No log | 12.0 | 156 | 0.3460 | 0.7273 | 0.7120 | 0.7196 | 0.9313 |
|
70 |
+
| No log | 13.0 | 169 | 0.3287 | 0.7609 | 0.7330 | 0.7467 | 0.9355 |
|
71 |
+
| No log | 14.0 | 182 | 0.3177 | 0.7701 | 0.7539 | 0.7619 | 0.9370 |
|
72 |
+
| No log | 15.0 | 195 | 0.3133 | 0.7705 | 0.7382 | 0.7540 | 0.9360 |
|
73 |
+
| No log | 16.0 | 208 | 0.3028 | 0.7826 | 0.7539 | 0.7680 | 0.9406 |
|
74 |
+
| No log | 17.0 | 221 | 0.3062 | 0.7944 | 0.7487 | 0.7709 | 0.9391 |
|
75 |
+
| No log | 18.0 | 234 | 0.3015 | 0.8011 | 0.7592 | 0.7796 | 0.9411 |
|
76 |
+
| No log | 19.0 | 247 | 0.2997 | 0.7935 | 0.7644 | 0.7787 | 0.9432 |
|
77 |
+
| No log | 20.0 | 260 | 0.2988 | 0.8066 | 0.7644 | 0.7849 | 0.9432 |
|
78 |
|
79 |
|
80 |
### Framework versions
|
config.json
CHANGED
@@ -36,7 +36,8 @@
|
|
36 |
"24": "LABEL_24",
|
37 |
"25": "LABEL_25",
|
38 |
"26": "LABEL_26",
|
39 |
-
"27": "LABEL_27"
|
|
|
40 |
},
|
41 |
"initializer_range": 0.02,
|
42 |
"label2id": {
|
@@ -61,6 +62,7 @@
|
|
61 |
"LABEL_25": 25,
|
62 |
"LABEL_26": 26,
|
63 |
"LABEL_27": 27,
|
|
|
64 |
"LABEL_3": 3,
|
65 |
"LABEL_4": 4,
|
66 |
"LABEL_5": 5,
|
|
|
36 |
"24": "LABEL_24",
|
37 |
"25": "LABEL_25",
|
38 |
"26": "LABEL_26",
|
39 |
+
"27": "LABEL_27",
|
40 |
+
"28": "LABEL_28"
|
41 |
},
|
42 |
"initializer_range": 0.02,
|
43 |
"label2id": {
|
|
|
62 |
"LABEL_25": 25,
|
63 |
"LABEL_26": 26,
|
64 |
"LABEL_27": 27,
|
65 |
+
"LABEL_28": 28,
|
66 |
"LABEL_3": 3,
|
67 |
"LABEL_4": 4,
|
68 |
"LABEL_5": 5,
|
model.safetensors
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:b1e132195a2b5ab87f72ab2266e05c4dc6ff18f2328b97bd532855ee300da0e7
|
3 |
+
size 265553068
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4984
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3ada3c0da68104f8eef0a2d0e257e08536445f0c4cd07c106170a1b45c3f8500
|
3 |
size 4984
|