Model save
Browse files- README.md +8 -10
- model.safetensors +1 -1
README.md
CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
17 |
|
18 |
This model is a fine-tuned version of [facebook/esm2_t33_650M_UR50D](https://huggingface.co/facebook/esm2_t33_650M_UR50D) on the None dataset.
|
19 |
It achieves the following results on the evaluation set:
|
20 |
-
- Loss: 1.
|
21 |
-
- Spearmanr: 0.
|
22 |
|
23 |
## Model description
|
24 |
|
@@ -44,20 +44,18 @@ The following hyperparameters were used during training:
|
|
44 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
45 |
- lr_scheduler_type: cosine
|
46 |
- lr_scheduler_warmup_ratio: 0.1
|
47 |
-
- num_epochs:
|
48 |
- mixed_precision_training: Native AMP
|
49 |
|
50 |
### Training results
|
51 |
|
52 |
| Training Loss | Epoch | Step | Validation Loss | Spearmanr |
|
53 |
|:-------------:|:-----:|:----:|:---------------:|:---------:|
|
54 |
-
| 3.
|
55 |
-
| 1.
|
56 |
-
| 1.
|
57 |
-
| 1.
|
58 |
-
| 0.
|
59 |
-
| 0.874 | 6.0 | 3858 | 1.1729 | 0.6485 |
|
60 |
-
| 0.6273 | 7.0 | 4501 | 1.2072 | 0.6411 |
|
61 |
|
62 |
|
63 |
### Framework versions
|
|
|
17 |
|
18 |
This model is a fine-tuned version of [facebook/esm2_t33_650M_UR50D](https://huggingface.co/facebook/esm2_t33_650M_UR50D) on the None dataset.
|
19 |
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 1.1045
|
21 |
+
- Spearmanr: 0.6618
|
22 |
|
23 |
## Model description
|
24 |
|
|
|
44 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
45 |
- lr_scheduler_type: cosine
|
46 |
- lr_scheduler_warmup_ratio: 0.1
|
47 |
+
- num_epochs: 5
|
48 |
- mixed_precision_training: Native AMP
|
49 |
|
50 |
### Training results
|
51 |
|
52 |
| Training Loss | Epoch | Step | Validation Loss | Spearmanr |
|
53 |
|:-------------:|:-----:|:----:|:---------------:|:---------:|
|
54 |
+
| 3.0658 | 1.0 | 643 | 1.2677 | 0.6347 |
|
55 |
+
| 1.3185 | 2.0 | 1286 | 1.1780 | 0.6502 |
|
56 |
+
| 1.1867 | 3.0 | 1929 | 1.1368 | 0.6568 |
|
57 |
+
| 1.0087 | 4.0 | 2572 | 1.0889 | 0.6640 |
|
58 |
+
| 0.864 | 5.0 | 3215 | 1.1045 | 0.6618 |
|
|
|
|
|
59 |
|
60 |
|
61 |
### Framework versions
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 2609492776
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6303cd92f95c0a793e7e26421258acada83cfcbd92e580441ee12aabe664ccc8
|
3 |
size 2609492776
|