Training completed!
Browse files
README.md
CHANGED
@@ -18,9 +18,9 @@ should probably proofread and complete it, then remove this comment. -->
|
|
18 |
|
19 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
|
20 |
It achieves the following results on the evaluation set:
|
21 |
-
- Loss: 0.
|
22 |
-
- Accuracy: 0.
|
23 |
-
- F1: 0.
|
24 |
|
25 |
## Model description
|
26 |
|
@@ -45,14 +45,17 @@ The following hyperparameters were used during training:
|
|
45 |
- seed: 42
|
46 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
47 |
- lr_scheduler_type: linear
|
48 |
-
- num_epochs:
|
49 |
|
50 |
### Training results
|
51 |
|
52 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|
53 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
|
54 |
-
| 0.
|
55 |
-
| 0.
|
|
|
|
|
|
|
56 |
|
57 |
|
58 |
### Framework versions
|
|
|
18 |
|
19 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
|
20 |
It achieves the following results on the evaluation set:
|
21 |
+
- Loss: 0.3113
|
22 |
+
- Accuracy: 0.9288
|
23 |
+
- F1: 0.9288
|
24 |
|
25 |
## Model description
|
26 |
|
|
|
45 |
- seed: 42
|
46 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
47 |
- lr_scheduler_type: linear
|
48 |
+
- num_epochs: 5
|
49 |
|
50 |
### Training results
|
51 |
|
52 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|
53 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
|
54 |
+
| 0.2745 | 1.0 | 625 | 0.2015 | 0.9216 | 0.9215 |
|
55 |
+
| 0.1544 | 2.0 | 1250 | 0.1911 | 0.9264 | 0.9264 |
|
56 |
+
| 0.0957 | 3.0 | 1875 | 0.2519 | 0.9232 | 0.9232 |
|
57 |
+
| 0.0555 | 4.0 | 2500 | 0.2895 | 0.9288 | 0.9288 |
|
58 |
+
| 0.0356 | 5.0 | 3125 | 0.3113 | 0.9288 | 0.9288 |
|
59 |
|
60 |
|
61 |
### Framework versions
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 267832560
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7e5f51be9cf326f8543d0531b74bd0768047c1cbbc51828b0e4ca206d8265ce4
|
3 |
size 267832560
|
runs/Mar26_11-50-55_33d8051d761c/events.out.tfevents.1711453858.33d8051d761c.354.0
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 sha256:56fb67250d614387878b087a745879928662186926c3f584870b3339c9ddeb7f
|
3 |
+
size 7776
|