Model save
Browse files
README.md
ADDED
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
library_name: transformers
|
3 |
+
license: apache-2.0
|
4 |
+
base_model: facebook/wav2vec2-xls-r-1b
|
5 |
+
tags:
|
6 |
+
- generated_from_trainer
|
7 |
+
metrics:
|
8 |
+
- wer
|
9 |
+
model-index:
|
10 |
+
- name: xls-r-1b-bigcgen-combined-10hrs-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 |
+
# xls-r-1b-bigcgen-combined-10hrs-model
|
18 |
+
|
19 |
+
This model is a fine-tuned version of [facebook/wav2vec2-xls-r-1b](https://huggingface.co/facebook/wav2vec2-xls-r-1b) on an unknown dataset.
|
20 |
+
It achieves the following results on the evaluation set:
|
21 |
+
- Loss: 0.5381
|
22 |
+
- Wer: 0.5532
|
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: 3e-05
|
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_steps: 500
|
50 |
+
- num_epochs: 30.0
|
51 |
+
|
52 |
+
### Training results
|
53 |
+
|
54 |
+
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
55 |
+
|:-------------:|:------:|:----:|:---------------:|:------:|
|
56 |
+
| No log | 0.2114 | 100 | 3.6878 | 1.0 |
|
57 |
+
| No log | 0.4228 | 200 | 2.6383 | 1.0 |
|
58 |
+
| No log | 0.6342 | 300 | 0.9092 | 0.9117 |
|
59 |
+
| No log | 0.8457 | 400 | 0.7955 | 0.7866 |
|
60 |
+
| 5.7153 | 1.0571 | 500 | 0.7448 | 0.8103 |
|
61 |
+
| 5.7153 | 1.2685 | 600 | 0.7003 | 0.7530 |
|
62 |
+
| 5.7153 | 1.4799 | 700 | 0.6151 | 0.6454 |
|
63 |
+
| 5.7153 | 1.6913 | 800 | 0.6108 | 0.6133 |
|
64 |
+
| 5.7153 | 1.9027 | 900 | 0.5825 | 0.6153 |
|
65 |
+
| 1.3819 | 2.1142 | 1000 | 0.5743 | 0.5955 |
|
66 |
+
| 1.3819 | 2.3256 | 1100 | 0.5598 | 0.5770 |
|
67 |
+
| 1.3819 | 2.5370 | 1200 | 0.5867 | 0.6105 |
|
68 |
+
| 1.3819 | 2.7484 | 1300 | 0.5734 | 0.5588 |
|
69 |
+
| 1.3819 | 2.9598 | 1400 | 0.5357 | 0.5405 |
|
70 |
+
| 1.1226 | 3.1712 | 1500 | 0.5339 | 0.5415 |
|
71 |
+
| 1.1226 | 3.3827 | 1600 | 0.5582 | 0.5586 |
|
72 |
+
| 1.1226 | 3.5941 | 1700 | 0.5485 | 0.5572 |
|
73 |
+
| 1.1226 | 3.8055 | 1800 | 0.5342 | 0.5404 |
|
74 |
+
| 1.1226 | 4.0169 | 1900 | 0.5381 | 0.5532 |
|
75 |
+
|
76 |
+
|
77 |
+
### Framework versions
|
78 |
+
|
79 |
+
- Transformers 4.47.1
|
80 |
+
- Pytorch 2.5.1+cu124
|
81 |
+
- Datasets 3.2.0
|
82 |
+
- Tokenizers 0.21.0
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 3850244720
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9e03a1c36c28dc918de3a8b20403baa0376d1f1d3a702796c7fbf0db926b877a
|
3 |
size 3850244720
|
runs/Dec26_23-15-15_srvrocgpu011.uct.ac.za/events.out.tfevents.1735247868.srvrocgpu011.uct.ac.za
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6e919103f7a7d93a2f6f7edf5199ac768106b67e4ce984871c2a57970f5fbf26
|
3 |
+
size 13615
|