End of training
Browse files
README.md
CHANGED
|
@@ -18,8 +18,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 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.
|
| 22 |
-
- Accuracy: 0.
|
| 23 |
|
| 24 |
## Model description
|
| 25 |
|
|
@@ -47,27 +47,28 @@ The following hyperparameters were used during training:
|
|
| 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:
|
| 51 |
|
| 52 |
### Training results
|
| 53 |
|
| 54 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
| 55 |
|:-------------:|:-------:|:----:|:---------------:|:--------:|
|
| 56 |
-
| 6.
|
| 57 |
-
| 6.
|
| 58 |
-
| 5.
|
| 59 |
-
| 5.
|
| 60 |
-
| 4.
|
| 61 |
-
| 4.
|
| 62 |
-
| 4.
|
| 63 |
-
| 3.
|
| 64 |
-
| 3.
|
| 65 |
-
| 3.
|
| 66 |
-
| 3.
|
| 67 |
-
| 3.
|
| 68 |
-
| 3.
|
| 69 |
-
|
|
| 70 |
-
|
|
|
|
|
| 71 |
|
| 72 |
|
| 73 |
### Framework versions
|
|
|
|
| 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: 0.9871
|
| 22 |
+
- Accuracy: 0.6166
|
| 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: 16
|
| 51 |
|
| 52 |
### Training results
|
| 53 |
|
| 54 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
| 55 |
|:-------------:|:-------:|:----:|:---------------:|:--------:|
|
| 56 |
+
| 6.417 | 0.9455 | 13 | 1.5926 | 0.2771 |
|
| 57 |
+
| 6.3309 | 1.9636 | 27 | 1.5075 | 0.3072 |
|
| 58 |
+
| 5.6183 | 2.9818 | 41 | 1.3704 | 0.4111 |
|
| 59 |
+
| 5.14 | 4.0 | 55 | 1.2656 | 0.4850 |
|
| 60 |
+
| 4.9801 | 4.9455 | 68 | 1.1981 | 0.5104 |
|
| 61 |
+
| 4.5219 | 5.9636 | 82 | 1.1474 | 0.5566 |
|
| 62 |
+
| 4.3619 | 6.9818 | 96 | 1.0990 | 0.5889 |
|
| 63 |
+
| 3.9786 | 8.0 | 110 | 1.0779 | 0.5751 |
|
| 64 |
+
| 3.814 | 8.9455 | 123 | 1.0425 | 0.6120 |
|
| 65 |
+
| 3.7944 | 9.9636 | 137 | 1.0393 | 0.5935 |
|
| 66 |
+
| 3.5764 | 10.9818 | 151 | 1.0298 | 0.6005 |
|
| 67 |
+
| 3.412 | 12.0 | 165 | 1.0193 | 0.6051 |
|
| 68 |
+
| 3.3527 | 12.9455 | 178 | 1.0004 | 0.6074 |
|
| 69 |
+
| 3.305 | 13.9636 | 192 | 0.9965 | 0.6028 |
|
| 70 |
+
| 3.212 | 14.9818 | 206 | 0.9871 | 0.6166 |
|
| 71 |
+
| 3.212 | 15.1273 | 208 | 0.9871 | 0.6143 |
|
| 72 |
|
| 73 |
|
| 74 |
### Framework versions
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 378305452
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:492b93cead2d0fdb23163e98bd575819182fa2ce67be2a121876c1ce65af1495
|
| 3 |
size 378305452
|
runs/Oct25_07-49-50_13afc5056c77/events.out.tfevents.1729843293.13afc5056c77.30.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:83c05e957b4f0b888c26be5dc8ea50ec5301aa3f9451a634f3636da9fefb3f5e
|
| 3 |
+
size 411
|