csikasote commited on
Commit
33031fc
1 Parent(s): 0cc1b4a

Model save

Browse files
README.md ADDED
@@ -0,0 +1,87 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ license: cc-by-nc-4.0
4
+ base_model: facebook/mms-1b-all
5
+ tags:
6
+ - generated_from_trainer
7
+ metrics:
8
+ - wer
9
+ model-index:
10
+ - name: mms-1b-swagen-female-model
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
+ # mms-1b-swagen-female-model
18
+
19
+ This model is a fine-tuned version of [facebook/mms-1b-all](https://huggingface.co/facebook/mms-1b-all) on an unknown dataset.
20
+ It achieves the following results on the evaluation set:
21
+ - Loss: 0.2065
22
+ - Wer: 0.1896
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: 0.0003
42
+ - train_batch_size: 4
43
+ - eval_batch_size: 4
44
+ - seed: 42
45
+ - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
46
+ - lr_scheduler_type: linear
47
+ - lr_scheduler_warmup_steps: 100
48
+ - training_steps: 2500
49
+ - mixed_precision_training: Native AMP
50
+
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | Wer |
54
+ |:-------------:|:------:|:----:|:---------------:|:------:|
55
+ | 8.5907 | 0.1176 | 100 | 4.5590 | 1.0 |
56
+ | 4.3006 | 0.2353 | 200 | 4.2573 | 1.0 |
57
+ | 4.1906 | 0.3529 | 300 | 3.8436 | 1.0 |
58
+ | 1.1198 | 0.4706 | 400 | 0.2569 | 0.1996 |
59
+ | 0.3012 | 0.5882 | 500 | 0.2466 | 0.1942 |
60
+ | 0.2919 | 0.7059 | 600 | 0.2501 | 0.1990 |
61
+ | 0.267 | 0.8235 | 700 | 0.2353 | 0.1894 |
62
+ | 0.2666 | 0.9412 | 800 | 0.2280 | 0.1904 |
63
+ | 0.2396 | 1.0588 | 900 | 0.2238 | 0.1892 |
64
+ | 0.258 | 1.1765 | 1000 | 0.2202 | 0.1898 |
65
+ | 0.2192 | 1.2941 | 1100 | 0.2196 | 0.1938 |
66
+ | 0.2353 | 1.4118 | 1200 | 0.2169 | 0.1875 |
67
+ | 0.2398 | 1.5294 | 1300 | 0.2164 | 0.1896 |
68
+ | 0.2419 | 1.6471 | 1400 | 0.2146 | 0.1913 |
69
+ | 0.2582 | 1.7647 | 1500 | 0.2122 | 0.1905 |
70
+ | 0.2417 | 1.8824 | 1600 | 0.2105 | 0.1861 |
71
+ | 0.2375 | 2.0 | 1700 | 0.2091 | 0.1892 |
72
+ | 0.2353 | 2.1176 | 1800 | 0.2087 | 0.1882 |
73
+ | 0.23 | 2.2353 | 1900 | 0.2091 | 0.1904 |
74
+ | 0.2378 | 2.3529 | 2000 | 0.2067 | 0.1898 |
75
+ | 0.2343 | 2.4706 | 2100 | 0.2061 | 0.1890 |
76
+ | 0.2083 | 2.5882 | 2200 | 0.2084 | 0.1884 |
77
+ | 0.2058 | 2.7059 | 2300 | 0.2085 | 0.1882 |
78
+ | 0.2197 | 2.8235 | 2400 | 0.2062 | 0.1904 |
79
+ | 0.2317 | 2.9412 | 2500 | 0.2065 | 0.1896 |
80
+
81
+
82
+ ### Framework versions
83
+
84
+ - Transformers 4.47.1
85
+ - Pytorch 2.5.1+cu124
86
+ - Datasets 3.2.0
87
+ - Tokenizers 0.21.0
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e6909fa409e2dc46c9166abd4d528ef683244e6fd053d86894aca93c0344d424
3
  size 3858926792
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a1cacb4e66fe9a8470dc19a4d71f1e399c4b1719a455ac1295d533d244049336
3
  size 3858926792
runs/Jan03_02-08-45_srvrocgpu011.uct.ac.za/events.out.tfevents.1735863038.srvrocgpu011.uct.ac.za CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:13eac128cc4e18a35c0d27700c0d85d0d73d29c12305fc301ba810297d101530
3
- size 18920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f85f55728cf765a9c70a0eecbbe7b0421cc6077115af1d973b77bf73c00ffe4b
3
+ size 20121