End of training
Browse files
README.md
CHANGED
@@ -21,11 +21,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
21 |
|
22 |
This model is a fine-tuned version of [bayartsogt/mongolian-roberta-base](https://huggingface.co/bayartsogt/mongolian-roberta-base) on the None dataset.
|
23 |
It achieves the following results on the evaluation set:
|
24 |
-
- Loss: 0.
|
25 |
-
- Precision: 0.
|
26 |
-
- Recall: 0.
|
27 |
-
- F1: 0.
|
28 |
-
- Accuracy: 0.
|
29 |
|
30 |
## Model description
|
31 |
|
@@ -50,17 +50,22 @@ The following hyperparameters were used during training:
|
|
50 |
- seed: 42
|
51 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
52 |
- lr_scheduler_type: linear
|
53 |
-
- num_epochs:
|
54 |
|
55 |
### Training results
|
56 |
|
57 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
58 |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
59 |
-
| 0.
|
60 |
-
| 0.
|
61 |
-
| 0.
|
62 |
-
| 0.
|
63 |
-
| 0.
|
|
|
|
|
|
|
|
|
|
|
64 |
|
65 |
|
66 |
### Framework versions
|
|
|
21 |
|
22 |
This model is a fine-tuned version of [bayartsogt/mongolian-roberta-base](https://huggingface.co/bayartsogt/mongolian-roberta-base) on the None dataset.
|
23 |
It achieves the following results on the evaluation set:
|
24 |
+
- Loss: 0.1207
|
25 |
+
- Precision: 0.9273
|
26 |
+
- Recall: 0.9357
|
27 |
+
- F1: 0.9315
|
28 |
+
- Accuracy: 0.9802
|
29 |
|
30 |
## Model description
|
31 |
|
|
|
50 |
- seed: 42
|
51 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
52 |
- lr_scheduler_type: linear
|
53 |
+
- num_epochs: 10
|
54 |
|
55 |
### Training results
|
56 |
|
57 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
58 |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
59 |
+
| 0.0259 | 1.0 | 60 | 0.0856 | 0.9222 | 0.9308 | 0.9265 | 0.9792 |
|
60 |
+
| 0.0145 | 2.0 | 120 | 0.0951 | 0.9200 | 0.9296 | 0.9248 | 0.9788 |
|
61 |
+
| 0.0104 | 3.0 | 180 | 0.1018 | 0.9143 | 0.9303 | 0.9222 | 0.9784 |
|
62 |
+
| 0.0073 | 4.0 | 240 | 0.1062 | 0.9224 | 0.9319 | 0.9272 | 0.9791 |
|
63 |
+
| 0.0068 | 5.0 | 300 | 0.1133 | 0.9246 | 0.9340 | 0.9293 | 0.9794 |
|
64 |
+
| 0.0108 | 6.0 | 360 | 0.1055 | 0.9207 | 0.9306 | 0.9256 | 0.9788 |
|
65 |
+
| 0.0078 | 7.0 | 420 | 0.1170 | 0.9207 | 0.9334 | 0.9270 | 0.9786 |
|
66 |
+
| 0.0061 | 8.0 | 480 | 0.1114 | 0.9226 | 0.9348 | 0.9286 | 0.9803 |
|
67 |
+
| 0.005 | 9.0 | 540 | 0.1165 | 0.9255 | 0.9341 | 0.9298 | 0.9798 |
|
68 |
+
| 0.0038 | 10.0 | 600 | 0.1207 | 0.9273 | 0.9357 | 0.9315 | 0.9802 |
|
69 |
|
70 |
|
71 |
### Framework versions
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 496259468
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4f6e22537d512604d1a6b1563f8dacb85eeeed1f22cce4efda1e93b68b724bf5
|
3 |
size 496259468
|
runs/May26_21-31-14_debf144f0859/events.out.tfevents.1716759093.debf144f0859.34.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:322561ebde9804b918952603b829d36a40560094dad48fcf5b7027c4a9cadb0a
|
3 |
+
size 12087
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4920
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ec11ff92fe81a8bd78feaf0a1709055de9a2f6cefc4706dd4f51d81e1960646c
|
3 |
size 4920
|