End of training

README.md

@@ -22,7 +22,7 @@ model-index:
     metrics:
     - name: Wer
       type: wer
-      value: 1.0
+      value: 0.43487928843710294
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -32,8 +32,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [nguyenvulebinh/wav2vec2-base-vietnamese-250h](https://huggingface.co/nguyenvulebinh/wav2vec2-base-vietnamese-250h) on the common_voice_17_0 dataset.
 It achieves the following results on the evaluation set:
-- Loss: 4.9208
-- Wer: 1.0
+- Loss: 0.7992
+- Wer: 0.4349
 
 ## Model description
 
@@ -64,14 +64,14 @@ The following hyperparameters were used during training:
 
 ### Training results
 
-| Training Loss | Epoch   | Step | Validation Loss | Wer |
-|:-------------:|:-------:|:----:|:---------------:|:---:|
-| 14.5388       | 4.3103  | 500  | 4.6367          | 1.0 |
-| 4.7736        | 8.6207  | 1000 | 4.6004          | 1.0 |
-| 4.0887        | 12.9310 | 1500 | 4.5495          | 1.0 |
-| 3.8825        | 17.2414 | 2000 | 4.3716          | 1.0 |
-| 3.7765        | 21.5517 | 2500 | 4.8458          | 1.0 |
-| 3.6492        | 25.8621 | 3000 | 4.9208          | 1.0 |
+| Training Loss | Epoch   | Step | Validation Loss | Wer    |
+|:-------------:|:-------:|:----:|:---------------:|:------:|
+| 0.261         | 4.3103  | 500  | 0.4182          | 0.3492 |
+| 0.2061        | 8.6207  | 1000 | 0.5416          | 0.4044 |
+| 0.1883        | 12.9310 | 1500 | 0.6796          | 0.4304 |
+| 0.1336        | 17.2414 | 2000 | 0.8089          | 0.4378 |
+| 0.1257        | 21.5517 | 2500 | 0.8244          | 0.4426 |
+| 0.098         | 25.8621 | 3000 | 0.7992          | 0.4349 |
 
 
 ### Framework versions

config.json

@@ -104,6 +104,6 @@
   "torch_dtype": "float32",
   "transformers_version": "4.40.0",
   "use_weighted_layer_sum": false,
-  "vocab_size": 112,
+  "vocab_size": 110,
   "xvector_output_dim": 512
 }

model.safetensors

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+size 377851056

runs/Apr28_09-05-30_f2bcd83d75a6/events.out.tfevents.1714295165.f2bcd83d75a6.630.1

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training_args.bin

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 size 4984