Update README.md
Browse files
README.md
CHANGED
|
@@ -38,21 +38,21 @@ The model was trained on the [disham993/ElectricalDeviceFeedbackBalanced](https:
|
|
| 38 |
|
| 39 |
The model was fine-tuned using the following hyperparameters:
|
| 40 |
|
| 41 |
-
|
| 42 |
-
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
|
| 46 |
|
| 47 |
## Evaluation results
|
| 48 |
|
| 49 |
The following metrics were achieved during evaluation:
|
| 50 |
|
| 51 |
-
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
|
| 57 |
|
| 58 |
## Usage
|
|
|
|
| 38 |
|
| 39 |
The model was fine-tuned using the following hyperparameters:
|
| 40 |
|
| 41 |
+
- **Evaluation Strategy:** epoch
|
| 42 |
+
- **Learning Rate:** 1e-5
|
| 43 |
+
- **Batch Size:** 32 (for both training and evaluation)
|
| 44 |
+
- **Number of Epochs:** 5
|
| 45 |
+
- **Weight Decay:** 0.01
|
| 46 |
|
| 47 |
## Evaluation results
|
| 48 |
|
| 49 |
The following metrics were achieved during evaluation:
|
| 50 |
|
| 51 |
+
- **F1 Score:** 0.9106
|
| 52 |
+
- **Accuracy:** 0.90828
|
| 53 |
+
- **eval_runtime:** 3.2658
|
| 54 |
+
- **eval_samples_per_second:** 413.989
|
| 55 |
+
- **eval_steps_per_second:** 13.167
|
| 56 |
|
| 57 |
|
| 58 |
## Usage
|