End of training
Browse files- README.md +14 -0
- model.safetensors +1 -1
README.md
CHANGED
@@ -2,6 +2,10 @@
|
|
2 |
base_model: zhihan1996/DNABERT-2-117M
|
3 |
tags:
|
4 |
- generated_from_trainer
|
|
|
|
|
|
|
|
|
5 |
model-index:
|
6 |
- name: DNABERT-2-117M_ft_BioS11_1kbpHG19_DHSs_H3K27AC
|
7 |
results: []
|
@@ -13,6 +17,12 @@ should probably proofread and complete it, then remove this comment. -->
|
|
13 |
# DNABERT-2-117M_ft_BioS11_1kbpHG19_DHSs_H3K27AC
|
14 |
|
15 |
This model is a fine-tuned version of [zhihan1996/DNABERT-2-117M](https://huggingface.co/zhihan1996/DNABERT-2-117M) on the None dataset.
|
|
|
|
|
|
|
|
|
|
|
|
|
16 |
|
17 |
## Model description
|
18 |
|
@@ -42,6 +52,10 @@ The following hyperparameters were used during training:
|
|
42 |
|
43 |
### Training results
|
44 |
|
|
|
|
|
|
|
|
|
45 |
|
46 |
|
47 |
### Framework versions
|
|
|
2 |
base_model: zhihan1996/DNABERT-2-117M
|
3 |
tags:
|
4 |
- generated_from_trainer
|
5 |
+
metrics:
|
6 |
+
- precision
|
7 |
+
- recall
|
8 |
+
- accuracy
|
9 |
model-index:
|
10 |
- name: DNABERT-2-117M_ft_BioS11_1kbpHG19_DHSs_H3K27AC
|
11 |
results: []
|
|
|
17 |
# DNABERT-2-117M_ft_BioS11_1kbpHG19_DHSs_H3K27AC
|
18 |
|
19 |
This model is a fine-tuned version of [zhihan1996/DNABERT-2-117M](https://huggingface.co/zhihan1996/DNABERT-2-117M) on the None dataset.
|
20 |
+
It achieves the following results on the evaluation set:
|
21 |
+
- Loss: 0.4939
|
22 |
+
- F1 Score: 0.7887
|
23 |
+
- Precision: 0.7763
|
24 |
+
- Recall: 0.8015
|
25 |
+
- Accuracy: 0.7733
|
26 |
|
27 |
## Model description
|
28 |
|
|
|
52 |
|
53 |
### Training results
|
54 |
|
55 |
+
| Training Loss | Epoch | Step | Validation Loss | F1 Score | Precision | Recall | Accuracy |
|
56 |
+
|:-------------:|:------:|:----:|:---------------:|:--------:|:---------:|:------:|:--------:|
|
57 |
+
| 0.6014 | 1.1013 | 500 | 0.5175 | 0.7428 | 0.8134 | 0.6834 | 0.7501 |
|
58 |
+
| 0.506 | 2.2026 | 1000 | 0.4939 | 0.7887 | 0.7763 | 0.8015 | 0.7733 |
|
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 356777880
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2ec4edc399463e2e7bc3a4357975f170a631f3e61912bfe0ba54dbef154afbf9
|
3 |
size 356777880
|