azizbekphd commited on
Commit
5df694d
·
verified ·
1 Parent(s): cf4ecaa

End of training

Browse files
README.md ADDED
@@ -0,0 +1,74 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ license: apache-2.0
4
+ base_model: facebook/wav2vec2-base-960h
5
+ tags:
6
+ - generated_from_trainer
7
+ datasets:
8
+ - ikhlas_recitations
9
+ model-index:
10
+ - name: wav2vec2-base-960h-surah-ikhlas
11
+ results: []
12
+ ---
13
+
14
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
15
+ should probably proofread and complete it, then remove this comment. -->
16
+
17
+ # wav2vec2-base-960h-surah-ikhlas
18
+
19
+ This model is a fine-tuned version of [facebook/wav2vec2-base-960h](https://huggingface.co/facebook/wav2vec2-base-960h) on the ikhlas_recitations dataset.
20
+ It achieves the following results on the evaluation set:
21
+ - Loss: 192.3414
22
+ - Cer: 1.0
23
+
24
+ ## Model description
25
+
26
+ More information needed
27
+
28
+ ## Intended uses & limitations
29
+
30
+ More information needed
31
+
32
+ ## Training and evaluation data
33
+
34
+ More information needed
35
+
36
+ ## Training procedure
37
+
38
+ ### Training hyperparameters
39
+
40
+ The following hyperparameters were used during training:
41
+ - learning_rate: 0.0002
42
+ - train_batch_size: 4
43
+ - eval_batch_size: 4
44
+ - seed: 42
45
+ - gradient_accumulation_steps: 2
46
+ - total_train_batch_size: 8
47
+ - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
48
+ - lr_scheduler_type: linear
49
+ - lr_scheduler_warmup_ratio: 0.1
50
+ - num_epochs: 10
51
+ - mixed_precision_training: Native AMP
52
+
53
+ ### Training results
54
+
55
+ | Training Loss | Epoch | Step | Validation Loss | Cer |
56
+ |:-------------:|:-----:|:----:|:---------------:|:---:|
57
+ | 252.9518 | 1.0 | 169 | 192.9570 | 1.0 |
58
+ | 197.4007 | 2.0 | 338 | 195.8111 | 1.0 |
59
+ | 199.6979 | 3.0 | 507 | 195.2820 | 1.0 |
60
+ | 192.7235 | 4.0 | 676 | 194.1128 | 1.0 |
61
+ | 191.8175 | 5.0 | 845 | 191.2574 | 1.0 |
62
+ | 198.807 | 6.0 | 1014 | 192.3538 | 1.0 |
63
+ | 197.9822 | 7.0 | 1183 | 193.7099 | 1.0 |
64
+ | 198.7911 | 8.0 | 1352 | 192.4198 | 1.0 |
65
+ | 195.2912 | 9.0 | 1521 | 192.4637 | 1.0 |
66
+ | 204.8462 | 10.0 | 1690 | 192.3414 | 1.0 |
67
+
68
+
69
+ ### Framework versions
70
+
71
+ - Transformers 4.46.2
72
+ - Pytorch 2.5.0+cu121
73
+ - Datasets 3.1.0
74
+ - Tokenizers 0.20.3
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9b656b7e328a965db6e081ae9f79cd8ae9eb1f4b20b2e5752866b5cb33a7f29a
3
  size 377592664
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:31f62f6e581e193174f618df93bd1dfd45840e9129651e3560691a29e9a21f2c
3
  size 377592664
runs/Nov13_05-23-48_0a41d75d6f1d/events.out.tfevents.1731475431.0a41d75d6f1d.608.1 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f4aed6430ba7fbbf63c07e92e807e69c57e60a118e49fabf9e2dc9b009c089a4
3
- size 27094
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0a20ddd00734aae5d81cb98a7187bdd3a5caa24f2884991178eb59a1aaba26c0
3
+ size 27766