Hugging Face's logo

djsull
/
aha_classification

TensorBoard
Safetensors
big_bird
Model card Files
xet
Metrics Community
djsull commited on
Commit
299ded2
·
verified ·
1 Parent(s): b7e10da

djsull/aha_classification

Browse files
Files changed (5) hide show
  1. README.md +14 -14
  2. model.safetensors +1 -1
  3. runs/Sep05_08-11-11_129-146-79-76/events.out.tfevents.1725523872.129-146-79-76.456628.0 +3 -0
  4. runs/Sep05_08-11-11_129-146-79-76/events.out.tfevents.1725524252.129-146-79-76.456628.1 +3 -0
  5. training_args.bin +1 -1
README.md CHANGED
@@ -17,10 +17,10 @@ should probably proofread and complete it, then remove this comment. -->
17
 
18
  This model is a fine-tuned version of [monologg/kobigbird-bert-base](https://huggingface.co/monologg/kobigbird-bert-base) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
- - Loss: 0.1015
21
- - F1: 0.9446
22
- - Roc Auc: 0.9544
23
- - Accuracy: 0.8777
24
 
25
  ## Model description
26
 
@@ -51,16 +51,16 @@ The following hyperparameters were used during training:
51
 
52
  | Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
53
  |:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|:--------:|
54
- | No log | 1.0 | 50 | 0.3346 | 0.9193 | 0.9412 | 0.8201 |
55
- | No log | 2.0 | 100 | 0.1859 | 0.9311 | 0.9428 | 0.8561 |
56
- | No log | 3.0 | 150 | 0.1490 | 0.9216 | 0.9358 | 0.8417 |
57
- | No log | 4.0 | 200 | 0.1233 | 0.9381 | 0.9492 | 0.8705 |
58
- | No log | 5.0 | 250 | 0.1135 | 0.9518 | 0.9622 | 0.8993 |
59
- | No log | 6.0 | 300 | 0.1047 | 0.9416 | 0.9525 | 0.8705 |
60
- | No log | 7.0 | 350 | 0.1019 | 0.9443 | 0.9531 | 0.8777 |
61
- | No log | 8.0 | 400 | 0.1065 | 0.9338 | 0.9434 | 0.8633 |
62
- | No log | 9.0 | 450 | 0.0996 | 0.9373 | 0.9466 | 0.8633 |
63
- | 0.168 | 10.0 | 500 | 0.1015 | 0.9446 | 0.9544 | 0.8777 |
64
 
65
 
66
  ### Framework versions
 
17
 
18
  This model is a fine-tuned version of [monologg/kobigbird-bert-base](https://huggingface.co/monologg/kobigbird-bert-base) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 0.1102
21
+ - F1: 0.9664
22
+ - Roc Auc: 0.9743
23
+ - Accuracy: 0.9565
24
 
25
  ## Model description
26
 
 
51
 
52
  | Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
53
  |:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|:--------:|
54
+ | No log | 1.0 | 42 | 0.3027 | 0.9262 | 0.9482 | 0.8870 |
55
+ | No log | 2.0 | 84 | 0.1940 | 0.9362 | 0.9489 | 0.9130 |
56
+ | No log | 3.0 | 126 | 0.1415 | 0.9576 | 0.9659 | 0.9391 |
57
+ | No log | 4.0 | 168 | 0.1201 | 0.9451 | 0.9573 | 0.9217 |
58
+ | No log | 5.0 | 210 | 0.1102 | 0.9664 | 0.9743 | 0.9565 |
59
+ | No log | 6.0 | 252 | 0.1082 | 0.9623 | 0.9721 | 0.9478 |
60
+ | No log | 7.0 | 294 | 0.1098 | 0.9536 | 0.9637 | 0.9391 |
61
+ | No log | 8.0 | 336 | 0.1059 | 0.9664 | 0.9743 | 0.9565 |
62
+ | No log | 9.0 | 378 | 0.1068 | 0.9620 | 0.9701 | 0.9478 |
63
+ | No log | 10.0 | 420 | 0.1051 | 0.9664 | 0.9743 | 0.9565 |
64
 
65
 
66
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5040f24011e4988f7a0f7af40e4f52dfc761459a372f74fabb0f28d2fdff2c76
3
  size 457410764
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cbff0b2394a5e343837f5570827703231d48487c77901f65083419179df1fbdb
3
  size 457410764
runs/Sep05_08-11-11_129-146-79-76/events.out.tfevents.1725523872.129-146-79-76.456628.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:90a4c9229fdef508082963f38ff26a372f2cd9acb26641e7927eba1436b1a8bb
3
+ size 9846
runs/Sep05_08-11-11_129-146-79-76/events.out.tfevents.1725524252.129-146-79-76.456628.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:00db04cd199cfae3ea2f3165da69dcbd194cdf317674b8de3fa2dfc268ab3cea
3
+ size 508
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:28b0eaf51135ad289caf9216accb380b5ff28643793c6522062a603f272e5453
3
  size 5112
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5615eb9c11f62ca273ce56c96f3d765e8dd9d2483881042504a4d8d50a6d9e4f
3
  size 5112