End of training
Browse files
README.md
CHANGED
|
@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 20 |
|
| 21 |
This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the None dataset.
|
| 22 |
It achieves the following results on the evaluation set:
|
| 23 |
-
- Loss: 0.
|
| 24 |
-
- Precision: 0.
|
| 25 |
-
- Recall: 0.
|
| 26 |
-
- F1: 0.
|
| 27 |
-
- Accuracy: 0.
|
| 28 |
|
| 29 |
## Model description
|
| 30 |
|
|
@@ -49,14 +49,16 @@ The following hyperparameters were used during training:
|
|
| 49 |
- seed: 42
|
| 50 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 51 |
- lr_scheduler_type: linear
|
| 52 |
-
- num_epochs:
|
| 53 |
|
| 54 |
### Training results
|
| 55 |
|
| 56 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
| 57 |
|:-------------:|:------:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
| 58 |
-
| 0.
|
| 59 |
-
| 0.
|
|
|
|
|
|
|
| 60 |
|
| 61 |
|
| 62 |
### Framework versions
|
|
|
|
| 20 |
|
| 21 |
This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the None dataset.
|
| 22 |
It achieves the following results on the evaluation set:
|
| 23 |
+
- Loss: 0.7901
|
| 24 |
+
- Precision: 0.7429
|
| 25 |
+
- Recall: 0.7450
|
| 26 |
+
- F1: 0.7428
|
| 27 |
+
- Accuracy: 0.7450
|
| 28 |
|
| 29 |
## Model description
|
| 30 |
|
|
|
|
| 49 |
- seed: 42
|
| 50 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 51 |
- lr_scheduler_type: linear
|
| 52 |
+
- num_epochs: 2
|
| 53 |
|
| 54 |
### Training results
|
| 55 |
|
| 56 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
| 57 |
|:-------------:|:------:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
| 58 |
+
| 0.4967 | 0.4016 | 100 | 0.8049 | 0.7429 | 0.7349 | 0.7248 | 0.7349 |
|
| 59 |
+
| 0.4829 | 0.8032 | 200 | 0.7162 | 0.7284 | 0.7319 | 0.7261 | 0.7319 |
|
| 60 |
+
| 0.3966 | 1.2048 | 300 | 0.8576 | 0.7526 | 0.7530 | 0.7486 | 0.7530 |
|
| 61 |
+
| 0.3115 | 1.6064 | 400 | 0.8358 | 0.7443 | 0.7450 | 0.7438 | 0.7450 |
|
| 62 |
|
| 63 |
|
| 64 |
### Framework versions
|
runs/Jun01_17-25-27_21398812d289/events.out.tfevents.1717263466.21398812d289.926.10
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6a3844ea1b3621d05fa10360e07340bb46691a9c1b7381b2bd4324e4ceddb0dc
|
| 3 |
+
size 560
|