Commit
•
ae4f257
1
Parent(s):
44b5024
update model card README.md
Browse files
README.md
CHANGED
|
@@ -21,7 +21,7 @@ model-index:
|
|
| 21 |
metrics:
|
| 22 |
- name: Accuracy
|
| 23 |
type: accuracy
|
| 24 |
-
value: 0.
|
| 25 |
---
|
| 26 |
|
| 27 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
@@ -31,8 +31,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 31 |
|
| 32 |
This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on the yelp_review_full dataset.
|
| 33 |
It achieves the following results on the evaluation set:
|
| 34 |
-
- Loss: 1.
|
| 35 |
-
- Accuracy: 0.
|
| 36 |
|
| 37 |
## Model description
|
| 38 |
|
|
@@ -61,16 +61,11 @@ The following hyperparameters were used during training:
|
|
| 61 |
|
| 62 |
### Training results
|
| 63 |
|
| 64 |
-
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
| 65 |
-
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
| 66 |
-
| No log | 1.0 | 125 | 1.2379 | 0.441 |
|
| 67 |
-
| No log | 2.0 | 250 | 1.0429 | 0.53 |
|
| 68 |
-
| No log | 3.0 | 375 | 1.0361 | 0.563 |
|
| 69 |
|
| 70 |
|
| 71 |
### Framework versions
|
| 72 |
|
| 73 |
-
- Transformers 4.26.
|
| 74 |
- Pytorch 1.13.1+cu116
|
| 75 |
- Datasets 2.9.0
|
| 76 |
- Tokenizers 0.13.2
|
|
|
|
| 21 |
metrics:
|
| 22 |
- name: Accuracy
|
| 23 |
type: accuracy
|
| 24 |
+
value: 0.586
|
| 25 |
---
|
| 26 |
|
| 27 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
|
| 31 |
|
| 32 |
This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on the yelp_review_full dataset.
|
| 33 |
It achieves the following results on the evaluation set:
|
| 34 |
+
- Loss: 1.0183
|
| 35 |
+
- Accuracy: 0.586
|
| 36 |
|
| 37 |
## Model description
|
| 38 |
|
|
|
|
| 61 |
|
| 62 |
### Training results
|
| 63 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 64 |
|
| 65 |
|
| 66 |
### Framework versions
|
| 67 |
|
| 68 |
+
- Transformers 4.26.1
|
| 69 |
- Pytorch 1.13.1+cu116
|
| 70 |
- Datasets 2.9.0
|
| 71 |
- Tokenizers 0.13.2
|