End of training
Browse files- README.md +15 -15
- adapter_model.safetensors +1 -1
README.md
CHANGED
@@ -21,11 +21,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
21 |
|
22 |
This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on an unknown dataset.
|
23 |
It achieves the following results on the evaluation set:
|
24 |
-
- Loss: 0.
|
25 |
-
- Precision: 0.
|
26 |
-
- Recall: 0.
|
27 |
- F1: 0.9333
|
28 |
-
- Accuracy: 0.
|
29 |
|
30 |
## Model description
|
31 |
|
@@ -44,7 +44,7 @@ More information needed
|
|
44 |
### Training hyperparameters
|
45 |
|
46 |
The following hyperparameters were used during training:
|
47 |
-
- learning_rate: 0.
|
48 |
- train_batch_size: 8
|
49 |
- eval_batch_size: 8
|
50 |
- seed: 42
|
@@ -56,16 +56,16 @@ The following hyperparameters were used during training:
|
|
56 |
|
57 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
58 |
|:-------------:|:-----:|:-----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
59 |
-
| 0.
|
60 |
-
| 0.
|
61 |
-
| 0.
|
62 |
-
| 0.
|
63 |
-
| 0.
|
64 |
-
| 0.
|
65 |
-
| 0.
|
66 |
-
| 0.
|
67 |
-
| 0.
|
68 |
-
| 0.
|
69 |
|
70 |
|
71 |
### Framework versions
|
|
|
21 |
|
22 |
This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on an unknown dataset.
|
23 |
It achieves the following results on the evaluation set:
|
24 |
+
- Loss: 0.2046
|
25 |
+
- Precision: 0.9273
|
26 |
+
- Recall: 0.9393
|
27 |
- F1: 0.9333
|
28 |
+
- Accuracy: 0.9864
|
29 |
|
30 |
## Model description
|
31 |
|
|
|
44 |
### Training hyperparameters
|
45 |
|
46 |
The following hyperparameters were used during training:
|
47 |
+
- learning_rate: 0.0002
|
48 |
- train_batch_size: 8
|
49 |
- eval_batch_size: 8
|
50 |
- seed: 42
|
|
|
56 |
|
57 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
58 |
|:-------------:|:-----:|:-----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
59 |
+
| 0.0499 | 1.0 | 1756 | 0.1085 | 0.9196 | 0.9287 | 0.9241 | 0.9845 |
|
60 |
+
| 0.0233 | 2.0 | 3512 | 0.0997 | 0.9249 | 0.9226 | 0.9237 | 0.9845 |
|
61 |
+
| 0.0097 | 3.0 | 5268 | 0.1343 | 0.9292 | 0.9386 | 0.9339 | 0.9870 |
|
62 |
+
| 0.0036 | 4.0 | 7024 | 0.1651 | 0.9245 | 0.9386 | 0.9315 | 0.9864 |
|
63 |
+
| 0.0012 | 5.0 | 8780 | 0.1839 | 0.9257 | 0.9373 | 0.9315 | 0.9863 |
|
64 |
+
| 0.0005 | 6.0 | 10536 | 0.2027 | 0.9258 | 0.9386 | 0.9321 | 0.9864 |
|
65 |
+
| 0.0002 | 7.0 | 12292 | 0.2022 | 0.9276 | 0.9384 | 0.9330 | 0.9864 |
|
66 |
+
| 0.0002 | 8.0 | 14048 | 0.2040 | 0.9274 | 0.9388 | 0.9331 | 0.9864 |
|
67 |
+
| 0.0001 | 9.0 | 15804 | 0.2048 | 0.9270 | 0.9393 | 0.9331 | 0.9864 |
|
68 |
+
| 0.0001 | 10.0 | 17560 | 0.2046 | 0.9273 | 0.9393 | 0.9333 | 0.9864 |
|
69 |
|
70 |
|
71 |
### Framework versions
|
adapter_model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 27354210
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9e13bcb19394742855577c7508016b62adc97f775950a1464a6a2e2e14e3cc26
|
3 |
size 27354210
|