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 |
-
-
|
20 |
-
-
|
21 |
-
-
|
22 |
-
-
|
23 |
-
-
|
|
|
|
|
|
|
|
|
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:
|
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:
|
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:
|
3 |
size 5048
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5cd35b7688c51589da2c610ed041274be7754c0c644f9fb95487c2c290949a44
|
3 |
size 5048
|