lengocquangLAB commited on
Commit
26ed51b
·
verified ·
1 Parent(s): 8be27f2

End of training

Browse files
README.md CHANGED
@@ -4,9 +4,7 @@ base_model: google-bert/bert-base-uncased
4
  tags:
5
  - generated_from_trainer
6
  metrics:
7
- - precision
8
- - recall
9
- - f1
10
  model-index:
11
  - name: Aroma-classifier
12
  results: []
@@ -19,10 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
19
 
20
  This model is a fine-tuned version of [google-bert/bert-base-uncased](https://huggingface.co/google-bert/bert-base-uncased) on the None dataset.
21
  It achieves the following results on the evaluation set:
22
- - Loss: 0.7405
23
- - Precision: 0.8273
24
- - Recall: 0.8268
25
- - F1: 0.8270
26
 
27
  ## Model description
28
 
@@ -51,11 +47,11 @@ The following hyperparameters were used during training:
51
 
52
  ### Training results
53
 
54
- | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 |
55
- |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|
56
- | 0.4369 | 1.0 | 2375 | 0.5383 | 0.8841 | 0.6854 | 0.7722 |
57
- | 0.3339 | 2.0 | 4750 | 0.5662 | 0.8410 | 0.8102 | 0.8253 |
58
- | 0.2333 | 3.0 | 7125 | 0.7405 | 0.8273 | 0.8268 | 0.8270 |
59
 
60
 
61
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  metrics:
7
+ - accuracy
 
 
8
  model-index:
9
  - name: Aroma-classifier
10
  results: []
 
17
 
18
  This model is a fine-tuned version of [google-bert/bert-base-uncased](https://huggingface.co/google-bert/bert-base-uncased) on the None dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 0.5282
21
+ - Accuracy: 0.8372
 
 
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
+ | 0.437 | 1.0 | 2500 | 0.3961 | 0.8325 |
53
+ | 0.4026 | 2.0 | 5000 | 0.4057 | 0.8377 |
54
+ | 0.3329 | 3.0 | 7500 | 0.5282 | 0.8372 |
55
 
56
 
57
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7d78dbca44a6e41b4073fef71fe7a42b1b5e2af4765baab6016529c22ae715d7
3
  size 437958648
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2e412f6185b111aab034622280f59fb63b92ec257a82111a72c7c8b29cc0a0a1
3
  size 437958648
runs/Apr22_23-30-56_db81374dac3c/events.out.tfevents.1713830167.db81374dac3c.34.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:137a1e23d3b94ed654ad7a6b45592bd1061db73a468cf4d1bcd73ae4bb28541d
3
+ size 4670
runs/Apr22_23-58-00_db81374dac3c/events.out.tfevents.1713830281.db81374dac3c.34.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6f786f7fa8b396c60540ac83a1f60071bd7200c160652bb43ccc83c820c36882
3
+ size 4576
runs/Apr22_23-58-00_db81374dac3c/events.out.tfevents.1713830353.db81374dac3c.34.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:38ae05d530b43be3e4fde6ebc95120327bbeb290a1588193405ed4ef2c74acc5
3
+ size 6206
runs/Apr22_23-58-00_db81374dac3c/events.out.tfevents.1713830385.db81374dac3c.34.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:78fbf61e7925cc5f2272173feffd623dea0ab1a075703714246188b660c0fd8f
3
+ size 6099
runs/Apr23_00-22-47_db81374dac3c/events.out.tfevents.1713831922.db81374dac3c.34.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:60c1351b1f45f114a7faef5eb3812fa75e0d1c5e7819561ba8e7737b4cdea4a2
3
+ size 5875
runs/Apr23_00-22-47_db81374dac3c/events.out.tfevents.1713831963.db81374dac3c.34.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4af031e6061ae829dac8a81d6eb754f5b872dad0ca43e6eb0aca88ff671be3ec
3
+ size 9113
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f51078d2b6665caa132fac590f86b599d9ac9ad09d1bef19583f46331a07ae27
3
  size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:904137d607d37f6d3912705b996e886887d001ab4c605e6bede5234b45eafa22
3
  size 4920