Hugging Face's logo

rymaju
/
NL-RX-Synth-t5-small-finetuned-en-to-regex

Text2Text Generation
Transformers
PyTorch
TensorBoard
t5
generated_from_trainer
Inference Endpoints
text-generation-inference
Model card Files Metrics Community
1
rymaju commited on
Commit
1a818b3
•
1 Parent(s): d4fd20f

update model card README.md

Browse files
Files changed (1) hide show
  1. README.md +20 -20
README.md CHANGED
@@ -14,9 +14,9 @@ should probably proofread and complete it, then remove this comment. -->
14
 
15
  This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
- - Loss: 0.0110
18
  - Semantic-accuracy: 0.36
19
- - Gen Len: 18.018
20
 
21
  ## Model description
22
 
@@ -48,24 +48,24 @@ The following hyperparameters were used during training:
48
 
49
  | Training Loss | Epoch | Step | Validation Loss | Semantic-accuracy | Gen Len |
50
  |:-------------:|:-----:|:-----:|:---------------:|:-----------------:|:-------:|
51
- | 0.0324 | 1.0 | 563 | 0.0191 | 0.362 | 18.018 |
52
- | 0.0235 | 2.0 | 1126 | 0.0231 | 0.354 | 18.04 |
53
- | 0.0233 | 3.0 | 1689 | 0.0134 | 0.372 | 18.01 |
54
- | 0.0206 | 4.0 | 2252 | 0.0114 | 0.364 | 18.04 |
55
- | 0.0173 | 5.0 | 2815 | 0.0121 | 0.364 | 18.042 |
56
- | 0.0155 | 6.0 | 3378 | 0.0104 | 0.368 | 18.048 |
57
- | 0.0139 | 7.0 | 3941 | 0.0103 | 0.364 | 18.016 |
58
- | 0.0143 | 8.0 | 4504 | 0.0100 | 0.362 | 18.026 |
59
- | 0.0119 | 9.0 | 5067 | 0.0098 | 0.364 | 18.032 |
60
- | 0.0123 | 10.0 | 5630 | 0.0104 | 0.364 | 18.04 |
61
- | 0.0109 | 11.0 | 6193 | 0.0118 | 0.364 | 18.05 |
62
- | 0.0104 | 12.0 | 6756 | 0.0106 | 0.36 | 18.016 |
63
- | 0.0101 | 13.0 | 7319 | 0.0102 | 0.358 | 18.02 |
64
- | 0.0099 | 14.0 | 7882 | 0.0111 | 0.364 | 18.012 |
65
- | 0.0091 | 15.0 | 8445 | 0.0110 | 0.362 | 18.02 |
66
- | 0.0087 | 16.0 | 9008 | 0.0118 | 0.356 | 18.02 |
67
- | 0.0083 | 17.0 | 9571 | 0.0106 | 0.368 | 18.016 |
68
- | 0.0083 | 17.76 | 10000 | 0.0110 | 0.36 | 18.018 |
69
 
70
 
71
  ### Framework versions
 
14
 
15
  This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
+ - Loss: 0.0131
18
  - Semantic-accuracy: 0.36
19
+ - Gen Len: 18.24
20
 
21
  ## Model description
22
 
 
48
 
49
  | Training Loss | Epoch | Step | Validation Loss | Semantic-accuracy | Gen Len |
50
  |:-------------:|:-----:|:-----:|:---------------:|:-----------------:|:-------:|
51
+ | 0.2382 | 1.0 | 563 | 0.0431 | 0.322 | 18.224 |
52
+ | 0.0477 | 2.0 | 1126 | 0.0229 | 0.356 | 18.236 |
53
+ | 0.0305 | 3.0 | 1689 | 0.0259 | 0.34 | 18.266 |
54
+ | 0.0231 | 4.0 | 2252 | 0.0204 | 0.35 | 18.238 |
55
+ | 0.0197 | 5.0 | 2815 | 0.0162 | 0.352 | 18.232 |
56
+ | 0.02 | 6.0 | 3378 | 0.0162 | 0.354 | 18.238 |
57
+ | 0.0172 | 7.0 | 3941 | 0.0147 | 0.356 | 18.24 |
58
+ | 0.0145 | 8.0 | 4504 | 0.0259 | 0.34 | 18.246 |
59
+ | 0.0133 | 9.0 | 5067 | 0.0129 | 0.358 | 18.238 |
60
+ | 0.0131 | 10.0 | 5630 | 0.0121 | 0.366 | 18.242 |
61
+ | 0.0122 | 11.0 | 6193 | 0.0128 | 0.354 | 18.242 |
62
+ | 0.0123 | 12.0 | 6756 | 0.0129 | 0.356 | 18.222 |
63
+ | 0.0113 | 13.0 | 7319 | 0.0131 | 0.362 | 18.232 |
64
+ | 0.0095 | 14.0 | 7882 | 0.0124 | 0.358 | 18.238 |
65
+ | 0.0102 | 15.0 | 8445 | 0.0127 | 0.362 | 18.244 |
66
+ | 0.0089 | 16.0 | 9008 | 0.0126 | 0.358 | 18.242 |
67
+ | 0.0086 | 17.0 | 9571 | 0.0133 | 0.358 | 18.242 |
68
+ | 0.0084 | 17.76 | 10000 | 0.0131 | 0.36 | 18.24 |
69
 
70
 
71
  ### Framework versions