Upload model
Browse files- README.md +14 -12
- adapter_model.bin +2 -2
README.md
CHANGED
@@ -8,6 +8,7 @@ metrics:
|
|
8 |
model-index:
|
9 |
- name: distilbert-base-uncased-lora-text-classification
|
10 |
results: []
|
|
|
11 |
---
|
12 |
|
13 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
@@ -17,8 +18,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
17 |
|
18 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
|
19 |
It achieves the following results on the evaluation set:
|
20 |
-
- Loss:
|
21 |
-
- Accuracy: {'accuracy': 0.
|
22 |
|
23 |
## Model description
|
24 |
|
@@ -49,20 +50,21 @@ The following hyperparameters were used during training:
|
|
49 |
|
50 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
51 |
|:-------------:|:-----:|:----:|:---------------:|:-------------------:|
|
52 |
-
| No log | 1.0 | 250 | 0.
|
53 |
-
| 0.
|
54 |
-
| 0.
|
55 |
-
| 0.
|
56 |
-
| 0.
|
57 |
-
| 0.
|
58 |
-
| 0.
|
59 |
-
| 0.
|
60 |
-
| 0.
|
61 |
-
| 0.
|
62 |
|
63 |
|
64 |
### Framework versions
|
65 |
|
|
|
66 |
- Transformers 4.32.1
|
67 |
- Pytorch 2.1.0.dev20230905
|
68 |
- Datasets 2.14.4
|
|
|
8 |
model-index:
|
9 |
- name: distilbert-base-uncased-lora-text-classification
|
10 |
results: []
|
11 |
+
library_name: peft
|
12 |
---
|
13 |
|
14 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
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: 1.0680
|
22 |
+
- Accuracy: {'accuracy': 0.885}
|
23 |
|
24 |
## Model description
|
25 |
|
|
|
50 |
|
51 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
52 |
|:-------------:|:-----:|:----:|:---------------:|:-------------------:|
|
53 |
+
| No log | 1.0 | 250 | 0.3690 | {'accuracy': 0.87} |
|
54 |
+
| 0.3946 | 2.0 | 500 | 0.5006 | {'accuracy': 0.849} |
|
55 |
+
| 0.3946 | 3.0 | 750 | 0.5917 | {'accuracy': 0.865} |
|
56 |
+
| 0.1803 | 4.0 | 1000 | 0.7957 | {'accuracy': 0.868} |
|
57 |
+
| 0.1803 | 5.0 | 1250 | 0.7798 | {'accuracy': 0.872} |
|
58 |
+
| 0.0779 | 6.0 | 1500 | 0.9091 | {'accuracy': 0.877} |
|
59 |
+
| 0.0779 | 7.0 | 1750 | 1.0116 | {'accuracy': 0.877} |
|
60 |
+
| 0.0156 | 8.0 | 2000 | 1.1076 | {'accuracy': 0.872} |
|
61 |
+
| 0.0156 | 9.0 | 2250 | 1.0598 | {'accuracy': 0.885} |
|
62 |
+
| 0.0085 | 10.0 | 2500 | 1.0680 | {'accuracy': 0.885} |
|
63 |
|
64 |
|
65 |
### Framework versions
|
66 |
|
67 |
+
- PEFT 0.5.0
|
68 |
- Transformers 4.32.1
|
69 |
- Pytorch 2.1.0.dev20230905
|
70 |
- Datasets 2.14.4
|
adapter_model.bin
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 sha256:6ad39a29aa167dd1793c156e17da692f4330e98cbeb6ecf5ac1c24fbbbb231be
|
3 |
+
size 2521633
|