Hugging Face's logo

djsull
/
logs_rand

Token Classification
Transformers
TensorBoard
Safetensors
roberta
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
djsull commited on
Commit
35d4312
•
1 Parent(s): 67ea074

djsull/ner_insurence_roberta

Browse files
Files changed (5) hide show
  1. README.md +13 -16
  2. model.safetensors +1 -1
  3. runs/May31_06-22-51_129-146-79-76/events.out.tfevents.1717136571.129-146-79-76.3801064.5 +3 -0
  4. runs/May31_06-22-51_129-146-79-76/events.out.tfevents.1717137082.129-146-79-76.3801064.6 +3 -0
  5. training_args.bin +1 -1
README.md CHANGED
@@ -19,11 +19,11 @@ should probably proofread and complete it, then remove this comment. -->
19
 
20
  This model is a fine-tuned version of [klue/roberta-small](https://huggingface.co/klue/roberta-small) on an unknown dataset.
21
  It achieves the following results on the evaluation set:
22
- - Loss: 0.0012
23
- - Precision: 0.9483
24
- - Recall: 0.9473
25
- - F1: 0.9478
26
- - Accuracy: 0.9997
27
 
28
  ## Model description
29
 
@@ -43,25 +43,22 @@ More information needed
43
 
44
  The following hyperparameters were used during training:
45
  - learning_rate: 5e-05
46
- - train_batch_size: 16
47
- - eval_batch_size: 16
48
  - seed: 42
49
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
50
  - lr_scheduler_type: linear
51
- - num_epochs: 8
52
 
53
  ### Training results
54
 
55
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
56
  |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
57
- | 0.0101 | 1.0 | 505 | 0.0015 | 0.9051 | 0.9156 | 0.9103 | 0.9995 |
58
- | 0.0017 | 2.0 | 1010 | 0.0014 | 0.9284 | 0.9304 | 0.9294 | 0.9995 |
59
- | 0.001 | 3.0 | 1515 | 0.0010 | 0.9380 | 0.9409 | 0.9394 | 0.9997 |
60
- | 0.0007 | 4.0 | 2020 | 0.0010 | 0.9347 | 0.9357 | 0.9352 | 0.9997 |
61
- | 0.0005 | 5.0 | 2525 | 0.0017 | 0.9197 | 0.9188 | 0.9193 | 0.9995 |
62
- | 0.0004 | 6.0 | 3030 | 0.0010 | 0.9453 | 0.9483 | 0.9468 | 0.9997 |
63
- | 0.0002 | 7.0 | 3535 | 0.0012 | 0.9463 | 0.9473 | 0.9468 | 0.9997 |
64
- | 0.0001 | 8.0 | 4040 | 0.0012 | 0.9483 | 0.9473 | 0.9478 | 0.9997 |
65
 
66
 
67
  ### Framework versions
 
19
 
20
  This model is a fine-tuned version of [klue/roberta-small](https://huggingface.co/klue/roberta-small) on an unknown dataset.
21
  It achieves the following results on the evaluation set:
22
+ - Loss: 0.0014
23
+ - Precision: 0.9275
24
+ - Recall: 0.9314
25
+ - F1: 0.9295
26
+ - Accuracy: 0.9996
27
 
28
  ## Model description
29
 
 
43
 
44
  The following hyperparameters were used during training:
45
  - learning_rate: 5e-05
46
+ - train_batch_size: 64
47
+ - eval_batch_size: 64
48
  - seed: 42
49
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
50
  - lr_scheduler_type: linear
51
+ - num_epochs: 5
52
 
53
  ### Training results
54
 
55
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
56
  |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
57
+ | No log | 1.0 | 127 | 0.0032 | 0.8493 | 0.8618 | 0.8555 | 0.9990 |
58
+ | No log | 2.0 | 254 | 0.0020 | 0.8841 | 0.9008 | 0.8924 | 0.9994 |
59
+ | No log | 3.0 | 381 | 0.0014 | 0.9152 | 0.9219 | 0.9185 | 0.9996 |
60
+ | 0.0088 | 4.0 | 508 | 0.0014 | 0.9275 | 0.9314 | 0.9295 | 0.9996 |
61
+ | 0.0088 | 5.0 | 635 | 0.0013 | 0.9225 | 0.9293 | 0.9259 | 0.9996 |
 
 
 
62
 
63
 
64
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:cb41afbcef508649001f52a6011ba57147c287bbe64a698d8015d98e1cac39c6
3
  size 270022684
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c24d57463d68e114879f96e2336260c16398fe87c943351ec3c699bd34559359
3
  size 270022684
runs/May31_06-22-51_129-146-79-76/events.out.tfevents.1717136571.129-146-79-76.3801064.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:09e355cbb427d77c626448b37907503e9b58c98b58bc6c6837843d804aab5a1a
3
+ size 7870
runs/May31_06-22-51_129-146-79-76/events.out.tfevents.1717137082.129-146-79-76.3801064.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a0d377ab88c71a41e53af73b704ac506535f59c7e9e23b4d8c0e8eff3145b9d7
3
+ size 560
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:04c52b1d989d39890c37fc5b4ab541ae85ba27ab5eb5466f14a0cd6a462c6157
3
  size 4603
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b6c324c0f7d5d969955094a47789d63d9e7e238e507e143b62ddfdb2f70328f5
3
  size 4603