chamdentimem commited on
Commit
2dcb960
1 Parent(s): addba46

Training complete

Browse files
Files changed (3) hide show
  1. README.md +59 -0
  2. generation_config.json +8 -0
  3. model.safetensors +1 -1
README.md ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: vinai/bartpho-syllable
3
+ tags:
4
+ - text2text-generation
5
+ - generated_from_trainer
6
+ model-index:
7
+ - name: vietnamese-correction-nlp
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
+ # vietnamese-correction-nlp
15
+
16
+ This model is a fine-tuned version of [vinai/bartpho-syllable](https://huggingface.co/vinai/bartpho-syllable) on an unknown dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - eval_loss: 0.2181
19
+ - eval_sacrebleu: 26.2371
20
+ - eval_runtime: 781.5801
21
+ - eval_samples_per_second: 8.956
22
+ - eval_steps_per_second: 2.239
23
+ - epoch: 1.3333
24
+ - step: 5000
25
+
26
+ ## Model description
27
+
28
+ More information needed
29
+
30
+ ## Intended uses & limitations
31
+
32
+ More information needed
33
+
34
+ ## Training and evaluation data
35
+
36
+ More information needed
37
+
38
+ ## Training procedure
39
+
40
+ ### Training hyperparameters
41
+
42
+ The following hyperparameters were used during training:
43
+ - learning_rate: 1e-05
44
+ - train_batch_size: 4
45
+ - eval_batch_size: 4
46
+ - seed: 42
47
+ - gradient_accumulation_steps: 2
48
+ - total_train_batch_size: 8
49
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
50
+ - lr_scheduler_type: linear
51
+ - num_epochs: 5
52
+ - mixed_precision_training: Native AMP
53
+
54
+ ### Framework versions
55
+
56
+ - Transformers 4.40.2
57
+ - Pytorch 2.2.1+cu121
58
+ - Datasets 2.19.1
59
+ - Tokenizers 0.19.1
generation_config.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token_id": 0,
3
+ "decoder_start_token_id": 2,
4
+ "eos_token_id": 2,
5
+ "forced_eos_token_id": 2,
6
+ "pad_token_id": 1,
7
+ "transformers_version": "4.40.2"
8
+ }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2ceed148c639841cb99e8e0f67a0c14417e24314c66f9987cddb5cadceed0267
3
  size 1583480280
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:efdcffd4c96752cbed1cff4a9b82f49045dce6fffad5cb677c5bcddd3deace83
3
  size 1583480280