Commit
·
c9c795c
1
Parent(s):
69c4b76
Training completed!
Browse files- README.md +1 -30
- config.json +0 -1
- pytorch_model.bin +1 -1
- tokenizer.json +1 -6
- training_args.bin +1 -1
README.md
CHANGED
@@ -5,24 +5,9 @@ tags:
|
|
5 |
- generated_from_trainer
|
6 |
datasets:
|
7 |
- clinc_oos
|
8 |
-
metrics:
|
9 |
-
- accuracy
|
10 |
model-index:
|
11 |
- name: distilbert-base-uncased-finetuned-clinc
|
12 |
-
results:
|
13 |
-
- task:
|
14 |
-
name: Text Classification
|
15 |
-
type: text-classification
|
16 |
-
dataset:
|
17 |
-
name: clinc_oos
|
18 |
-
type: clinc_oos
|
19 |
-
config: plus
|
20 |
-
split: validation
|
21 |
-
args: plus
|
22 |
-
metrics:
|
23 |
-
- name: Accuracy
|
24 |
-
type: accuracy
|
25 |
-
value: 0.9193548387096774
|
26 |
---
|
27 |
|
28 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
@@ -31,9 +16,6 @@ should probably proofread and complete it, then remove this comment. -->
|
|
31 |
# distilbert-base-uncased-finetuned-clinc
|
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: 0.7726
|
36 |
-
- Accuracy: 0.9194
|
37 |
|
38 |
## Model description
|
39 |
|
@@ -60,17 +42,6 @@ The following hyperparameters were used during training:
|
|
60 |
- lr_scheduler_type: linear
|
61 |
- num_epochs: 5
|
62 |
|
63 |
-
### Training results
|
64 |
-
|
65 |
-
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
66 |
-
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
67 |
-
| 4.293 | 1.0 | 318 | 3.2799 | 0.7239 |
|
68 |
-
| 2.6257 | 2.0 | 636 | 1.8719 | 0.8329 |
|
69 |
-
| 1.5473 | 3.0 | 954 | 1.1548 | 0.8939 |
|
70 |
-
| 1.0128 | 4.0 | 1272 | 0.8599 | 0.9126 |
|
71 |
-
| 0.7956 | 5.0 | 1590 | 0.7726 | 0.9194 |
|
72 |
-
|
73 |
-
|
74 |
### Framework versions
|
75 |
|
76 |
- Transformers 4.34.1
|
|
|
5 |
- generated_from_trainer
|
6 |
datasets:
|
7 |
- clinc_oos
|
|
|
|
|
8 |
model-index:
|
9 |
- name: distilbert-base-uncased-finetuned-clinc
|
10 |
+
results: []
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
11 |
---
|
12 |
|
13 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
16 |
# distilbert-base-uncased-finetuned-clinc
|
17 |
|
18 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the clinc_oos dataset.
|
|
|
|
|
|
|
19 |
|
20 |
## Model description
|
21 |
|
|
|
42 |
- lr_scheduler_type: linear
|
43 |
- num_epochs: 5
|
44 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
45 |
### Framework versions
|
46 |
|
47 |
- Transformers 4.34.1
|
config.json
CHANGED
@@ -320,7 +320,6 @@
|
|
320 |
"n_heads": 12,
|
321 |
"n_layers": 6,
|
322 |
"pad_token_id": 0,
|
323 |
-
"problem_type": "single_label_classification",
|
324 |
"qa_dropout": 0.1,
|
325 |
"seq_classif_dropout": 0.2,
|
326 |
"sinusoidal_pos_embds": false,
|
|
|
320 |
"n_heads": 12,
|
321 |
"n_layers": 6,
|
322 |
"pad_token_id": 0,
|
|
|
323 |
"qa_dropout": 0.1,
|
324 |
"seq_classif_dropout": 0.2,
|
325 |
"sinusoidal_pos_embds": false,
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 268312874
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ab68350c95a2b9a305e007e093c030f624e0a32c23d06ed5a471bca3bac583f4
|
3 |
size 268312874
|
tokenizer.json
CHANGED
@@ -1,11 +1,6 @@
|
|
1 |
{
|
2 |
"version": "1.0",
|
3 |
-
"truncation":
|
4 |
-
"direction": "Right",
|
5 |
-
"max_length": 512,
|
6 |
-
"strategy": "LongestFirst",
|
7 |
-
"stride": 0
|
8 |
-
},
|
9 |
"padding": null,
|
10 |
"added_tokens": [
|
11 |
{
|
|
|
1 |
{
|
2 |
"version": "1.0",
|
3 |
+
"truncation": null,
|
|
|
|
|
|
|
|
|
|
|
4 |
"padding": null,
|
5 |
"added_tokens": [
|
6 |
{
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4600
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:df8f4b3d3d1f13127fa15ebbd539616a61ba07b3128cb198677435ac6daa271b
|
3 |
size 4600
|