TeeA commited on
Commit
d3fe351
·
verified ·
1 Parent(s): 7b7b5e9

TeeA/Text2SQL-Bilingual

Browse files
README.md CHANGED
@@ -2,8 +2,6 @@
2
  base_model: TeeA/T5-Text2SQL-Bilingual
3
  tags:
4
  - generated_from_trainer
5
- metrics:
6
- - rouge
7
  model-index:
8
  - name: Text2SQL-Bilingual
9
  results: []
@@ -16,11 +14,15 @@ should probably proofread and complete it, then remove this comment. -->
16
 
17
  This model is a fine-tuned version of [TeeA/T5-Text2SQL-Bilingual](https://huggingface.co/TeeA/T5-Text2SQL-Bilingual) on an unknown dataset.
18
  It achieves the following results on the evaluation set:
19
- - Loss: 0.6352
20
- - Rouge1: 0.8954
21
- - Rouge2: 0.8464
22
- - Rougel: 0.8923
23
- - Rougelsum: 0.8922
 
 
 
 
24
 
25
  ## Model description
26
 
@@ -45,25 +47,9 @@ The following hyperparameters were used during training:
45
  - seed: 42
46
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
47
  - lr_scheduler_type: linear
48
- - num_epochs: 10
49
  - mixed_precision_training: Native AMP
50
 
51
- ### Training results
52
-
53
- | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
54
- |:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|
55
- | 0.8096 | 1.0 | 4389 | 0.6355 | 0.8975 | 0.8473 | 0.8940 | 0.8941 |
56
- | 0.7862 | 2.0 | 8778 | 0.6368 | 0.8972 | 0.8489 | 0.8938 | 0.8939 |
57
- | 0.7791 | 3.0 | 13167 | 0.6368 | 0.8963 | 0.8469 | 0.8927 | 0.8925 |
58
- | 0.7792 | 4.0 | 17556 | 0.6369 | 0.8954 | 0.8464 | 0.8919 | 0.8917 |
59
- | 0.7859 | 5.0 | 21945 | 0.6356 | 0.8949 | 0.8448 | 0.8914 | 0.8912 |
60
- | 0.7812 | 6.0 | 26334 | 0.6354 | 0.8962 | 0.8468 | 0.8928 | 0.8928 |
61
- | 0.7813 | 7.0 | 30723 | 0.6359 | 0.8950 | 0.8451 | 0.8916 | 0.8913 |
62
- | 0.7695 | 8.0 | 35112 | 0.6356 | 0.8947 | 0.8458 | 0.8916 | 0.8915 |
63
- | 0.7842 | 9.0 | 39501 | 0.6350 | 0.8950 | 0.8463 | 0.8920 | 0.8918 |
64
- | 0.7724 | 10.0 | 43890 | 0.6352 | 0.8954 | 0.8464 | 0.8923 | 0.8922 |
65
-
66
-
67
  ### Framework versions
68
 
69
  - Transformers 4.38.2
 
2
  base_model: TeeA/T5-Text2SQL-Bilingual
3
  tags:
4
  - generated_from_trainer
 
 
5
  model-index:
6
  - name: Text2SQL-Bilingual
7
  results: []
 
14
 
15
  This model is a fine-tuned version of [TeeA/T5-Text2SQL-Bilingual](https://huggingface.co/TeeA/T5-Text2SQL-Bilingual) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
+ - eval_loss: 11.0281
18
+ - eval_rouge1: 0.2144
19
+ - eval_rouge2: 0.0542
20
+ - eval_rougeL: 0.2005
21
+ - eval_rougeLsum: 0.2020
22
+ - eval_runtime: 89.1307
23
+ - eval_samples_per_second: 10.703
24
+ - eval_steps_per_second: 2.681
25
+ - step: 0
26
 
27
  ## Model description
28
 
 
47
  - seed: 42
48
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
49
  - lr_scheduler_type: linear
50
+ - num_epochs: 20
51
  - mixed_precision_training: Native AMP
52
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
53
  ### Framework versions
54
 
55
  - Transformers 4.38.2
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:dc0470cf049ae29a27e8837270993131121b3ff26ecdde785ebd3095916cd311
3
  size 282739752
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d076bff918932ba2417938e80864e0c78135c4b57eec0734b7118df88583fe02
3
  size 282739752
runs/Mar16_00-28-57_ab73af60f7b0/events.out.tfevents.1710549028.ab73af60f7b0.1425.8 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:910cff896db5debb7ce358a3bb26a0efc60e035e1b195b3eb3c5dbab78f1061a
3
+ size 488
runs/Mar16_00-31-31_ab73af60f7b0/events.out.tfevents.1710549182.ab73af60f7b0.1425.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:87931c8df2826d3a899056be3a011e930323fb8cecafe92542c33fd7bb719833
3
+ size 488
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c79d1666a2d47f4f5b19b58e10ca859c2ba935e2a4bedab0aa0ac5f7bcd2c49d
3
  size 5048
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5cd35b7688c51589da2c610ed041274be7754c0c644f9fb95487c2c290949a44
3
  size 5048