Model save
Browse files
README.md
CHANGED
@@ -3,6 +3,8 @@ license: mit
|
|
3 |
base_model: prajjwal1/bert-small
|
4 |
tags:
|
5 |
- generated_from_trainer
|
|
|
|
|
6 |
model-index:
|
7 |
- name: assignment3_model
|
8 |
results: []
|
@@ -14,7 +16,10 @@ should probably proofread and complete it, then remove this comment. -->
|
|
14 |
[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/shmagi/huggingface/runs/ckwt5rwx)
|
15 |
# assignment3_model
|
16 |
|
17 |
-
This model is a fine-tuned version of [prajjwal1/bert-small](https://huggingface.co/prajjwal1/bert-small) on
|
|
|
|
|
|
|
18 |
|
19 |
## Model description
|
20 |
|
@@ -41,6 +46,14 @@ The following hyperparameters were used during training:
|
|
41 |
- lr_scheduler_type: linear
|
42 |
- num_epochs: 2
|
43 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
44 |
### Framework versions
|
45 |
|
46 |
- Transformers 4.41.0.dev0
|
|
|
3 |
base_model: prajjwal1/bert-small
|
4 |
tags:
|
5 |
- generated_from_trainer
|
6 |
+
metrics:
|
7 |
+
- accuracy
|
8 |
model-index:
|
9 |
- name: assignment3_model
|
10 |
results: []
|
|
|
16 |
[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/shmagi/huggingface/runs/ckwt5rwx)
|
17 |
# assignment3_model
|
18 |
|
19 |
+
This model is a fine-tuned version of [prajjwal1/bert-small](https://huggingface.co/prajjwal1/bert-small) on the None dataset.
|
20 |
+
It achieves the following results on the evaluation set:
|
21 |
+
- Loss: 0.3145
|
22 |
+
- Accuracy: 0.9112
|
23 |
|
24 |
## Model description
|
25 |
|
|
|
46 |
- lr_scheduler_type: linear
|
47 |
- num_epochs: 2
|
48 |
|
49 |
+
### Training results
|
50 |
+
|
51 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
52 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
53 |
+
| 0.2632 | 1.0 | 4598 | 0.3168 | 0.9104 |
|
54 |
+
| 0.2633 | 2.0 | 9196 | 0.3145 | 0.9112 |
|
55 |
+
|
56 |
+
|
57 |
### Framework versions
|
58 |
|
59 |
- Transformers 4.41.0.dev0
|