End of training
Browse files- README.md +29 -8
- model.safetensors +1 -1
README.md
CHANGED
@@ -4,6 +4,8 @@ license: apache-2.0
|
|
4 |
base_model: facebook/wav2vec2-base
|
5 |
tags:
|
6 |
- generated_from_trainer
|
|
|
|
|
7 |
model-index:
|
8 |
- name: my_awesome_speach_model
|
9 |
results: []
|
@@ -16,13 +18,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
16 |
|
17 |
This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on the None dataset.
|
18 |
It achieves the following results on the evaluation set:
|
19 |
-
-
|
20 |
-
-
|
21 |
-
- eval_runtime: 0.2891
|
22 |
-
- eval_samples_per_second: 86.476
|
23 |
-
- eval_steps_per_second: 24.213
|
24 |
-
- epoch: 27.0
|
25 |
-
- step: 162
|
26 |
|
27 |
## Model description
|
28 |
|
@@ -50,7 +47,31 @@ The following hyperparameters were used during training:
|
|
50 |
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
|
51 |
- lr_scheduler_type: linear
|
52 |
- lr_scheduler_warmup_ratio: 0.1
|
53 |
-
- num_epochs:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
54 |
|
55 |
### Framework versions
|
56 |
|
|
|
4 |
base_model: facebook/wav2vec2-base
|
5 |
tags:
|
6 |
- generated_from_trainer
|
7 |
+
metrics:
|
8 |
+
- accuracy
|
9 |
model-index:
|
10 |
- name: my_awesome_speach_model
|
11 |
results: []
|
|
|
18 |
|
19 |
This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on the None dataset.
|
20 |
It achieves the following results on the evaluation set:
|
21 |
+
- Loss: 0.9803
|
22 |
+
- Accuracy: 0.6923
|
|
|
|
|
|
|
|
|
|
|
23 |
|
24 |
## Model description
|
25 |
|
|
|
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: 20
|
51 |
+
|
52 |
+
### Training results
|
53 |
+
|
54 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
55 |
+
|:-------------:|:-------:|:----:|:---------------:|:--------:|
|
56 |
+
| No log | 0.8889 | 6 | 0.8543 | 0.4615 |
|
57 |
+
| 0.3921 | 1.9259 | 13 | 1.0292 | 0.3846 |
|
58 |
+
| 0.4899 | 2.9630 | 20 | 0.7720 | 0.6923 |
|
59 |
+
| 0.4899 | 4.0 | 27 | 0.6074 | 0.6923 |
|
60 |
+
| 0.4529 | 4.8889 | 33 | 0.7270 | 0.6923 |
|
61 |
+
| 0.3684 | 5.9259 | 40 | 0.6883 | 0.6923 |
|
62 |
+
| 0.3684 | 6.9630 | 47 | 0.8489 | 0.6154 |
|
63 |
+
| 0.2618 | 8.0 | 54 | 0.8669 | 0.6154 |
|
64 |
+
| 0.2343 | 8.8889 | 60 | 0.9146 | 0.6923 |
|
65 |
+
| 0.2343 | 9.9259 | 67 | 0.8657 | 0.6154 |
|
66 |
+
| 0.2193 | 10.9630 | 74 | 0.6177 | 0.7692 |
|
67 |
+
| 0.2718 | 12.0 | 81 | 0.9329 | 0.5385 |
|
68 |
+
| 0.2718 | 12.8889 | 87 | 1.3075 | 0.5385 |
|
69 |
+
| 0.2549 | 13.9259 | 94 | 0.5816 | 0.8462 |
|
70 |
+
| 0.1191 | 14.9630 | 101 | 0.6591 | 0.7692 |
|
71 |
+
| 0.1191 | 16.0 | 108 | 0.7349 | 0.7692 |
|
72 |
+
| 0.1449 | 16.8889 | 114 | 0.9123 | 0.6923 |
|
73 |
+
| 0.0914 | 17.7778 | 120 | 0.9803 | 0.6923 |
|
74 |
+
|
75 |
|
76 |
### Framework versions
|
77 |
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 378302360
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7973ec2dc3d3d1eb4d5b842fe50cc90869e4a14453783301e72853b6f1b31de9
|
3 |
size 378302360
|