Training completed!
Browse files- README.md +10 -10
- model.safetensors +1 -1
README.md
CHANGED
@@ -22,7 +22,7 @@ model-index:
|
|
22 |
metrics:
|
23 |
- name: Accuracy
|
24 |
type: accuracy
|
25 |
-
value: 0.
|
26 |
---
|
27 |
|
28 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
@@ -32,8 +32,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
32 |
|
33 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the clinc_oos dataset.
|
34 |
It achieves the following results on the evaluation set:
|
35 |
-
- Loss: 0.
|
36 |
-
- Accuracy: 0.
|
37 |
|
38 |
## Model description
|
39 |
|
@@ -64,16 +64,16 @@ The following hyperparameters were used during training:
|
|
64 |
|
65 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
66 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
67 |
-
| No log | 1.0 | 318 | 3.
|
68 |
-
| 3.
|
69 |
-
| 3.
|
70 |
-
| 1.
|
71 |
-
| 0.
|
72 |
|
73 |
|
74 |
### Framework versions
|
75 |
|
76 |
-
- Transformers 4.
|
77 |
- Pytorch 2.1.1+cu118
|
78 |
-
- Datasets 2.
|
79 |
- Tokenizers 0.15.0
|
|
|
22 |
metrics:
|
23 |
- name: Accuracy
|
24 |
type: accuracy
|
25 |
+
value: 0.9174193548387096
|
26 |
---
|
27 |
|
28 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
32 |
|
33 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the clinc_oos dataset.
|
34 |
It achieves the following results on the evaluation set:
|
35 |
+
- Loss: 0.8027
|
36 |
+
- Accuracy: 0.9174
|
37 |
|
38 |
## Model description
|
39 |
|
|
|
64 |
|
65 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
66 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
67 |
+
| No log | 1.0 | 318 | 3.3202 | 0.7174 |
|
68 |
+
| 3.8199 | 2.0 | 636 | 1.9119 | 0.8542 |
|
69 |
+
| 3.8199 | 3.0 | 954 | 1.1932 | 0.8952 |
|
70 |
+
| 1.7381 | 4.0 | 1272 | 0.8882 | 0.9110 |
|
71 |
+
| 0.932 | 5.0 | 1590 | 0.8027 | 0.9174 |
|
72 |
|
73 |
|
74 |
### Framework versions
|
75 |
|
76 |
+
- Transformers 4.36.2
|
77 |
- Pytorch 2.1.1+cu118
|
78 |
+
- Datasets 2.16.1
|
79 |
- Tokenizers 0.15.0
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 268290900
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:79621d85d469fbd0ccaadc92fe2506f0de3ab61822336d0fb940202c4aa66f46
|
3 |
size 268290900
|