Hugging Face's logo

e22vvb
/
ALL_mt5-base_15_wikiSQL_no_sch

Text2Text Generation
Transformers
Safetensors
mt5
Generated from Trainer
Inference Endpoints
Model card Files Community
e22vvb commited on
Commit
a3eb673
•
1 Parent(s): 84d02d3

Model save

Browse files
Files changed (3) hide show
  1. README.md +74 -0
  2. generation_config.json +6 -0
  3. model.safetensors +1 -1
README.md ADDED
@@ -0,0 +1,74 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: google/mt5-base
4
+ tags:
5
+ - generated_from_trainer
6
+ model-index:
7
+ - name: ALL_mt5-base_15_wikiSQL_no_sch
8
+ results: []
9
+ ---
10
+
11
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
+ should probably proofread and complete it, then remove this comment. -->
13
+
14
+ # ALL_mt5-base_15_wikiSQL_no_sch
15
+
16
+ This model is a fine-tuned version of [google/mt5-base](https://huggingface.co/google/mt5-base) on an unknown dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - Loss: 0.1014
19
+ - Rouge2 Precision: 0.774
20
+ - Rouge2 Recall: 0.7029
21
+ - Rouge2 Fmeasure: 0.731
22
+
23
+ ## Model description
24
+
25
+ More information needed
26
+
27
+ ## Intended uses & limitations
28
+
29
+ More information needed
30
+
31
+ ## Training and evaluation data
32
+
33
+ More information needed
34
+
35
+ ## Training procedure
36
+
37
+ ### Training hyperparameters
38
+
39
+ The following hyperparameters were used during training:
40
+ - learning_rate: 5e-05
41
+ - train_batch_size: 15
42
+ - eval_batch_size: 15
43
+ - seed: 42
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: linear
46
+ - num_epochs: 15
47
+
48
+ ### Training results
49
+
50
+ | Training Loss | Epoch | Step | Validation Loss | Rouge2 Precision | Rouge2 Recall | Rouge2 Fmeasure |
51
+ |:-------------:|:-----:|:------:|:---------------:|:----------------:|:-------------:|:---------------:|
52
+ | 0.1507 | 1.0 | 8637 | 0.1284 | 0.7172 | 0.6444 | 0.673 |
53
+ | 0.1214 | 2.0 | 17274 | 0.1125 | 0.7391 | 0.6666 | 0.6954 |
54
+ | 0.1049 | 3.0 | 25911 | 0.1070 | 0.7514 | 0.6775 | 0.7069 |
55
+ | 0.0951 | 4.0 | 34548 | 0.1035 | 0.7558 | 0.6832 | 0.712 |
56
+ | 0.0893 | 5.0 | 43185 | 0.1019 | 0.7627 | 0.6903 | 0.7189 |
57
+ | 0.0854 | 6.0 | 51822 | 0.1010 | 0.766 | 0.6933 | 0.7222 |
58
+ | 0.0794 | 7.0 | 60459 | 0.1001 | 0.7672 | 0.6951 | 0.7237 |
59
+ | 0.0719 | 8.0 | 69096 | 0.0999 | 0.7703 | 0.698 | 0.7267 |
60
+ | 0.0713 | 9.0 | 77733 | 0.1002 | 0.77 | 0.6983 | 0.7268 |
61
+ | 0.067 | 10.0 | 86370 | 0.1004 | 0.7726 | 0.7006 | 0.7291 |
62
+ | 0.0649 | 11.0 | 95007 | 0.1005 | 0.773 | 0.7017 | 0.7299 |
63
+ | 0.0636 | 12.0 | 103644 | 0.1009 | 0.7733 | 0.7018 | 0.7301 |
64
+ | 0.0614 | 13.0 | 112281 | 0.1009 | 0.7735 | 0.7021 | 0.7303 |
65
+ | 0.0608 | 14.0 | 120918 | 0.1012 | 0.7737 | 0.7028 | 0.7308 |
66
+ | 0.06 | 15.0 | 129555 | 0.1014 | 0.774 | 0.7029 | 0.731 |
67
+
68
+
69
+ ### Framework versions
70
+
71
+ - Transformers 4.38.2
72
+ - Pytorch 2.2.0
73
+ - Datasets 2.16.1
74
+ - Tokenizers 0.15.1
generation_config.json ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ {
2
+ "decoder_start_token_id": 0,
3
+ "eos_token_id": 1,
4
+ "pad_token_id": 0,
5
+ "transformers_version": "4.38.2"
6
+ }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ba8c2d87963a8b1847bcd2e34965ce537e98a14a23093e9bc1382a06cef07991
3
  size 2329638768
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e72ea846ee06f8d1f20d0af3ae017d1460a075b88d33451b0ef37239366f774c
3
  size 2329638768