Commit
•
a2c09ee
1
Parent(s):
0ff0331
End of training
Browse files- README.md +20 -17
- events.out.tfevents.1719918241.1b83121686ed.1526.0 +2 -2
- model.safetensors +1 -1
README.md
CHANGED
@@ -8,6 +8,8 @@ tags:
|
|
8 |
- generated_from_trainer
|
9 |
datasets:
|
10 |
- stsb_multi_mt
|
|
|
|
|
11 |
model-index:
|
12 |
- name: bert-base-uncased-FinedTuned
|
13 |
results: []
|
@@ -20,9 +22,10 @@ should probably proofread and complete it, then remove this comment. -->
|
|
20 |
|
21 |
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the stsb_multi_mt dataset.
|
22 |
It achieves the following results on the evaluation set:
|
23 |
-
- Loss: 2.
|
24 |
-
- Pearson: 0.
|
25 |
-
- Mse: 2.
|
|
|
26 |
|
27 |
## Model description
|
28 |
|
@@ -55,20 +58,20 @@ The following hyperparameters were used during training:
|
|
55 |
|
56 |
### Training results
|
57 |
|
58 |
-
| Training Loss | Epoch | Step | Validation Loss | Pearson | Mse |
|
59 |
-
|
60 |
-
| 0.
|
61 |
-
| 0.
|
62 |
-
| 0.
|
63 |
-
| 0.
|
64 |
-
| 0.
|
65 |
-
| 0.
|
66 |
-
| 0.
|
67 |
-
| 0.
|
68 |
-
| 0.
|
69 |
-
| 0.
|
70 |
-
| 0.
|
71 |
-
| 0.
|
72 |
|
73 |
|
74 |
### Framework versions
|
|
|
8 |
- generated_from_trainer
|
9 |
datasets:
|
10 |
- stsb_multi_mt
|
11 |
+
metrics:
|
12 |
+
- accuracy
|
13 |
model-index:
|
14 |
- name: bert-base-uncased-FinedTuned
|
15 |
results: []
|
|
|
22 |
|
23 |
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the stsb_multi_mt dataset.
|
24 |
It achieves the following results on the evaluation set:
|
25 |
+
- Loss: 2.6982
|
26 |
+
- Pearson: 0.2449
|
27 |
+
- Mse: 2.6982
|
28 |
+
- Accuracy: 0.2574
|
29 |
|
30 |
## Model description
|
31 |
|
|
|
58 |
|
59 |
### Training results
|
60 |
|
61 |
+
| Training Loss | Epoch | Step | Validation Loss | Pearson | Mse | Accuracy |
|
62 |
+
|:-------------:|:-------:|:-----:|:---------------:|:-------:|:------:|:--------:|
|
63 |
+
| 0.0221 | 5.5556 | 1000 | 2.7065 | 0.2549 | 2.7065 | 0.2553 |
|
64 |
+
| 0.0511 | 11.1111 | 2000 | 2.7408 | 0.2264 | 2.7408 | 0.2509 |
|
65 |
+
| 0.0223 | 16.6667 | 3000 | 2.7352 | 0.2356 | 2.7352 | 0.2473 |
|
66 |
+
| 0.026 | 22.2222 | 4000 | 2.7210 | 0.2294 | 2.7210 | 0.2451 |
|
67 |
+
| 0.011 | 27.7778 | 5000 | 2.6722 | 0.2438 | 2.6722 | 0.2545 |
|
68 |
+
| 0.0222 | 33.3333 | 6000 | 2.6768 | 0.2369 | 2.6768 | 0.2538 |
|
69 |
+
| 0.0466 | 38.8889 | 7000 | 2.6867 | 0.2414 | 2.6867 | 0.2589 |
|
70 |
+
| 0.0355 | 44.4444 | 8000 | 2.7838 | 0.2298 | 2.7838 | 0.2538 |
|
71 |
+
| 0.0349 | 50.0 | 9000 | 2.7550 | 0.2272 | 2.7550 | 0.2495 |
|
72 |
+
| 0.0813 | 55.5556 | 10000 | 2.7215 | 0.2473 | 2.7215 | 0.2567 |
|
73 |
+
| 0.0592 | 61.1111 | 11000 | 2.7262 | 0.2412 | 2.7262 | 0.2589 |
|
74 |
+
| 0.1523 | 66.6667 | 12000 | 2.6982 | 0.2449 | 2.6982 | 0.2574 |
|
75 |
|
76 |
|
77 |
### Framework versions
|
events.out.tfevents.1719918241.1b83121686ed.1526.0
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3d65999917b953e1b33c453043ec3a0591d57725382f65da8e590991b636c888
|
3 |
+
size 111699
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 437955572
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c527ea8d29464bec17f169d3eddecbafeac6c44380904933688d6c171612c3f7
|
3 |
size 437955572
|