Hugging Face's logo

mond45
/
my-clf

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Community
mond45 commited on
Commit
699d9e7
•
1 Parent(s): 3c3fbb3

63.7

Browse files
Files changed (3) hide show
  1. README.md +25 -20
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
17
 
18
  This model is a fine-tuned version of [avsolatorio/GIST-large-Embedding-v0](https://huggingface.co/avsolatorio/GIST-large-Embedding-v0) on the None dataset.
19
  It achieves the following results on the evaluation set:
20
- - Loss: 1.1047
21
- - F1: 0.6647
22
 
23
  ## Model description
24
 
@@ -37,34 +37,39 @@ More information needed
37
  ### Training hyperparameters
38
 
39
  The following hyperparameters were used during training:
40
- - learning_rate: 3.191e-05
41
  - train_batch_size: 4
42
  - eval_batch_size: 4
43
  - seed: 42
44
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
  - lr_scheduler_type: linear
46
- - lr_scheduler_warmup_steps: 66
47
- - num_epochs: 15
48
 
49
  ### Training results
50
 
51
  | Training Loss | Epoch | Step | Validation Loss | F1 |
52
  |:-------------:|:-----:|:----:|:---------------:|:------:|
53
- | 1.0134 | 1.0 | 199 | 0.9180 | 0.5223 |
54
- | 0.6246 | 2.0 | 398 | 0.8421 | 0.5867 |
55
- | 0.408 | 3.0 | 597 | 0.8367 | 0.6205 |
56
- | 0.2729 | 4.0 | 796 | 0.8949 | 0.6342 |
57
- | 0.1762 | 5.0 | 995 | 0.9165 | 0.6544 |
58
- | 0.1243 | 6.0 | 1194 | 0.9433 | 0.6188 |
59
- | 0.0867 | 7.0 | 1393 | 0.9373 | 0.6571 |
60
- | 0.0616 | 8.0 | 1592 | 0.9734 | 0.6478 |
61
- | 0.048 | 9.0 | 1791 | 0.9990 | 0.6516 |
62
- | 0.0398 | 10.0 | 1990 | 1.0308 | 0.6529 |
63
- | 0.0348 | 11.0 | 2189 | 1.0594 | 0.6617 |
64
- | 0.0309 | 12.0 | 2388 | 1.0617 | 0.6593 |
65
- | 0.0288 | 13.0 | 2587 | 1.0910 | 0.6635 |
66
- | 0.0273 | 14.0 | 2786 | 1.0934 | 0.6626 |
67
- | 0.0267 | 15.0 | 2985 | 1.1047 | 0.6647 |
 
 
 
 
 
68
 
69
 
70
  ### Framework versions
 
17
 
18
  This model is a fine-tuned version of [avsolatorio/GIST-large-Embedding-v0](https://huggingface.co/avsolatorio/GIST-large-Embedding-v0) on the None dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 1.1404
21
+ - F1: 0.6842
22
 
23
  ## Model description
24
 
 
37
  ### Training hyperparameters
38
 
39
  The following hyperparameters were used during training:
40
+ - learning_rate: 3.887e-05
41
  - train_batch_size: 4
42
  - eval_batch_size: 4
43
  - seed: 42
44
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
  - lr_scheduler_type: linear
46
+ - lr_scheduler_warmup_steps: 44
47
+ - num_epochs: 20
48
 
49
  ### Training results
50
 
51
  | Training Loss | Epoch | Step | Validation Loss | F1 |
52
  |:-------------:|:-----:|:----:|:---------------:|:------:|
53
+ | 0.9899 | 1.0 | 199 | 0.8943 | 0.5434 |
54
+ | 0.5878 | 2.0 | 398 | 0.8040 | 0.6147 |
55
+ | 0.3657 | 3.0 | 597 | 0.8181 | 0.6132 |
56
+ | 0.2319 | 4.0 | 796 | 0.7678 | 0.6420 |
57
+ | 0.1497 | 5.0 | 995 | 0.8567 | 0.6385 |
58
+ | 0.103 | 6.0 | 1194 | 0.8607 | 0.6603 |
59
+ | 0.066 | 7.0 | 1393 | 0.8711 | 0.6414 |
60
+ | 0.0464 | 8.0 | 1592 | 0.9418 | 0.6908 |
61
+ | 0.0353 | 9.0 | 1791 | 0.9508 | 0.6815 |
62
+ | 0.0274 | 10.0 | 1990 | 0.9942 | 0.6771 |
63
+ | 0.0232 | 11.0 | 2189 | 1.0016 | 0.6846 |
64
+ | 0.0201 | 12.0 | 2388 | 1.0156 | 0.6914 |
65
+ | 0.018 | 13.0 | 2587 | 1.0488 | 0.6958 |
66
+ | 0.0164 | 14.0 | 2786 | 1.0911 | 0.6808 |
67
+ | 0.0153 | 15.0 | 2985 | 1.0688 | 0.6901 |
68
+ | 0.0143 | 16.0 | 3184 | 1.1095 | 0.6798 |
69
+ | 0.0135 | 17.0 | 3383 | 1.1022 | 0.6794 |
70
+ | 0.0129 | 18.0 | 3582 | 1.1310 | 0.6812 |
71
+ | 0.0124 | 19.0 | 3781 | 1.1359 | 0.6842 |
72
+ | 0.0123 | 20.0 | 3980 | 1.1404 | 0.6842 |
73
 
74
 
75
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e496e6c956f38f0953b7f45815987713e439724e67c701760b348bbcf68ddab7
3
  size 1340688368
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:19f55064024e9e3130a6882cd108e3c5001706e19e59af0ccf2907c3a5f4162d
3
  size 1340688368
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:63d204c4512fbb049e08801fc37c5d8e9d4e387a7a6bae17392fd41906b9c89a
3
  size 4856
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5edbf0827c0741655db5edf96767bfc5e4e8b44b936a2776b3dd61ded85cc942
3
  size 4856