Training completed!
Browse files
README.md
CHANGED
@@ -3,30 +3,12 @@ license: apache-2.0
|
|
3 |
base_model: distilbert-base-uncased
|
4 |
tags:
|
5 |
- generated_from_trainer
|
6 |
-
datasets:
|
7 |
-
- emotion
|
8 |
metrics:
|
9 |
- accuracy
|
10 |
- f1
|
11 |
model-index:
|
12 |
- name: distilbert-base-uncased-finetuned-emotion
|
13 |
-
results:
|
14 |
-
- task:
|
15 |
-
name: Text Classification
|
16 |
-
type: text-classification
|
17 |
-
dataset:
|
18 |
-
name: emotion
|
19 |
-
type: emotion
|
20 |
-
config: split
|
21 |
-
split: validation
|
22 |
-
args: split
|
23 |
-
metrics:
|
24 |
-
- name: Accuracy
|
25 |
-
type: accuracy
|
26 |
-
value: 0.927
|
27 |
-
- name: F1
|
28 |
-
type: f1
|
29 |
-
value: 0.9269586191658334
|
30 |
---
|
31 |
|
32 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
@@ -34,11 +16,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
34 |
|
35 |
# distilbert-base-uncased-finetuned-emotion
|
36 |
|
37 |
-
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the
|
38 |
It achieves the following results on the evaluation set:
|
39 |
-
- Loss:
|
40 |
-
- Accuracy: 0.
|
41 |
-
- F1: 0.
|
42 |
|
43 |
## Model description
|
44 |
|
@@ -69,8 +51,8 @@ The following hyperparameters were used during training:
|
|
69 |
|
70 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|
71 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
|
72 |
-
|
|
73 |
-
|
|
74 |
|
75 |
|
76 |
### Framework versions
|
|
|
3 |
base_model: distilbert-base-uncased
|
4 |
tags:
|
5 |
- generated_from_trainer
|
|
|
|
|
6 |
metrics:
|
7 |
- accuracy
|
8 |
- f1
|
9 |
model-index:
|
10 |
- name: distilbert-base-uncased-finetuned-emotion
|
11 |
+
results: []
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
12 |
---
|
13 |
|
14 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
16 |
|
17 |
# distilbert-base-uncased-finetuned-emotion
|
18 |
|
19 |
+
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
|
20 |
It achieves the following results on the evaluation set:
|
21 |
+
- Loss: 1.0909
|
22 |
+
- Accuracy: 0.574
|
23 |
+
- F1: 0.4872
|
24 |
|
25 |
## Model description
|
26 |
|
|
|
51 |
|
52 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|
53 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
|
54 |
+
| 1.3652 | 1.0 | 110 | 1.1431 | 0.564 | 0.4801 |
|
55 |
+
| 1.1005 | 2.0 | 220 | 1.0909 | 0.574 | 0.4872 |
|
56 |
|
57 |
|
58 |
### Framework versions
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 267844872
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b0b102aa3d281471a216299d5a98fbc3283fd207e65bd8ea750e6b363d3a52ce
|
3 |
size 267844872
|
runs/May19_17-20-45_POSEIDON/events.out.tfevents.1716128473.POSEIDON.25068.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:24f005b1b58b5f77d4f65a649763ef8e81068b16ba5517d69dde2593002808a1
|
3 |
+
size 6483
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 5112
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:18a13ed3d12964a7992d2f1ca1a30dbc03dfb99b31c2fda602f61610751c5f5b
|
3 |
size 5112
|