blizrys commited on
Commit
2621b9b
1 Parent(s): 61578bd

BATCH_SIZE=8

Browse files

LEARNING_RATE=1e-05
MAX_LENGTH=512
FOLD=2

README.md CHANGED
@@ -15,7 +15,7 @@ model-index:
15
  metrics:
16
  - name: Accuracy
17
  type: accuracy
18
- value: 0.52
19
  ---
20
 
21
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -25,8 +25,8 @@ should probably proofread and complete it, then remove this comment. -->
25
 
26
  This model is a fine-tuned version of [microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext](https://huggingface.co/microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext) on the None dataset.
27
  It achieves the following results on the evaluation set:
28
- - Loss: 1.0977
29
- - Accuracy: 0.52
30
 
31
  ## Model description
32
 
@@ -57,16 +57,16 @@ The following hyperparameters were used during training:
57
 
58
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
59
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
60
- | No log | 1.0 | 57 | 0.9515 | 0.54 |
61
- | No log | 2.0 | 114 | 0.9530 | 0.54 |
62
- | No log | 3.0 | 171 | 0.9705 | 0.46 |
63
- | No log | 4.0 | 228 | 0.9688 | 0.56 |
64
- | No log | 5.0 | 285 | 0.9674 | 0.58 |
65
- | No log | 6.0 | 342 | 0.9474 | 0.58 |
66
- | No log | 7.0 | 399 | 1.0309 | 0.54 |
67
- | No log | 8.0 | 456 | 1.0307 | 0.56 |
68
- | 0.6657 | 9.0 | 513 | 1.0825 | 0.52 |
69
- | 0.6657 | 10.0 | 570 | 1.0977 | 0.52 |
70
 
71
 
72
  ### Framework versions
 
15
  metrics:
16
  - name: Accuracy
17
  type: accuracy
18
+ value: 0.62
19
  ---
20
 
21
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 
25
 
26
  This model is a fine-tuned version of [microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext](https://huggingface.co/microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext) on the None dataset.
27
  It achieves the following results on the evaluation set:
28
+ - Loss: 0.8622
29
+ - Accuracy: 0.62
30
 
31
  ## Model description
32
 
 
57
 
58
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
59
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
60
+ | No log | 1.0 | 57 | 0.9205 | 0.56 |
61
+ | No log | 2.0 | 114 | 0.9104 | 0.56 |
62
+ | No log | 3.0 | 171 | 0.8670 | 0.56 |
63
+ | No log | 4.0 | 228 | 0.8159 | 0.62 |
64
+ | No log | 5.0 | 285 | 0.8142 | 0.6 |
65
+ | No log | 6.0 | 342 | 0.8350 | 0.6 |
66
+ | No log | 7.0 | 399 | 0.7887 | 0.64 |
67
+ | No log | 8.0 | 456 | 0.8264 | 0.64 |
68
+ | 0.6501 | 9.0 | 513 | 0.8814 | 0.58 |
69
+ | 0.6501 | 10.0 | 570 | 0.8622 | 0.62 |
70
 
71
 
72
  ### Framework versions
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:caf4874dcee11edcc47708afb192c1f741219bdf333b549c6177aeb04fb23ed2
3
  size 438022317
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:29cb84ef4b72b22df4296dc09cf880c258a3e59ca32d8921de27f3792595e36c
3
  size 438022317
runs/Sep15_05-43-02_6f87b01ed96f/events.out.tfevents.1631685623.6f87b01ed96f.89.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1aca9c37dcff85b9a9330e65540e7eb883048906704e84938359609202efd14d
3
+ size 363
runs/Sep15_06-00-32_6f87b01ed96f/1631685636.8178039/events.out.tfevents.1631685636.6f87b01ed96f.89.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4da02c1d0518e393ed0ca29e57a6de5d2ec69929f0c7f660592c565edb17abdd
3
+ size 4429
runs/Sep15_06-00-32_6f87b01ed96f/events.out.tfevents.1631685636.6f87b01ed96f.89.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d86a51539a954bf168d009fa0007260fefe9cb05468b808bee54ae851a736975
3
+ size 7060
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:03cb62cd2fdc070a81876be9d45089b49ab6290380c0c928807d6038a151326b
3
  size 2863
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a12b455d16ca5f1094915eeb8adf9d29ffad4c14c9a84d48817fb55cfe504b44
3
  size 2863