update model card README.md
Browse files
README.md
CHANGED
@@ -19,7 +19,7 @@ model-index:
|
|
19 |
metrics:
|
20 |
- name: Spearmanr
|
21 |
type: spearmanr
|
22 |
-
value: 0.
|
23 |
---
|
24 |
|
25 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
@@ -29,8 +29,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
29 |
|
30 |
This model is a fine-tuned version of [lightonai/RITA_s](https://huggingface.co/lightonai/RITA_s) on the cradle-bio/tape-fluorescence dataset.
|
31 |
It achieves the following results on the evaluation set:
|
32 |
-
- Loss: 0.
|
33 |
-
- Spearmanr: 0.
|
34 |
|
35 |
## Model description
|
36 |
|
@@ -52,7 +52,7 @@ The following hyperparameters were used during training:
|
|
52 |
- learning_rate: 5e-05
|
53 |
- train_batch_size: 32
|
54 |
- eval_batch_size: 32
|
55 |
-
- seed:
|
56 |
- gradient_accumulation_steps: 128
|
57 |
- total_train_batch_size: 4096
|
58 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
@@ -64,16 +64,16 @@ The following hyperparameters were used during training:
|
|
64 |
|
65 |
| Training Loss | Epoch | Step | Validation Loss | Spearmanr |
|
66 |
|:-------------:|:-----:|:----:|:---------------:|:---------:|
|
67 |
-
|
|
68 |
-
| 0.
|
69 |
-
| 0.
|
70 |
-
| 0.
|
71 |
-
| 0.
|
72 |
-
| 0.
|
73 |
-
| 0.
|
74 |
-
| 0.
|
75 |
-
| 0.
|
76 |
-
| 0.
|
77 |
|
78 |
|
79 |
### Framework versions
|
|
|
19 |
metrics:
|
20 |
- name: Spearmanr
|
21 |
type: spearmanr
|
22 |
+
value: 0.2955275250425323
|
23 |
---
|
24 |
|
25 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
29 |
|
30 |
This model is a fine-tuned version of [lightonai/RITA_s](https://huggingface.co/lightonai/RITA_s) on the cradle-bio/tape-fluorescence dataset.
|
31 |
It achieves the following results on the evaluation set:
|
32 |
+
- Loss: 0.5855
|
33 |
+
- Spearmanr: 0.2955
|
34 |
|
35 |
## Model description
|
36 |
|
|
|
52 |
- learning_rate: 5e-05
|
53 |
- train_batch_size: 32
|
54 |
- eval_batch_size: 32
|
55 |
+
- seed: 42
|
56 |
- gradient_accumulation_steps: 128
|
57 |
- total_train_batch_size: 4096
|
58 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
|
|
64 |
|
65 |
| Training Loss | Epoch | Step | Validation Loss | Spearmanr |
|
66 |
|:-------------:|:-----:|:----:|:---------------:|:---------:|
|
67 |
+
| 4.3595 | 0.85 | 4 | 0.7057 | 0.0940 |
|
68 |
+
| 0.8654 | 1.85 | 8 | 0.6873 | 0.1280 |
|
69 |
+
| 0.8292 | 2.85 | 12 | 0.6835 | 0.2290 |
|
70 |
+
| 0.8212 | 3.85 | 16 | 0.6837 | 0.3110 |
|
71 |
+
| 0.8191 | 4.85 | 20 | 0.6799 | 0.3281 |
|
72 |
+
| 0.8137 | 5.85 | 24 | 0.6748 | 0.3277 |
|
73 |
+
| 0.8057 | 6.85 | 28 | 0.6592 | 0.3162 |
|
74 |
+
| 0.7769 | 7.85 | 32 | 0.6283 | 0.3065 |
|
75 |
+
| 0.7382 | 8.85 | 36 | 0.6103 | 0.2795 |
|
76 |
+
| 0.5991 | 9.85 | 40 | 0.5855 | 0.2955 |
|
77 |
|
78 |
|
79 |
### Framework versions
|