Training in progress, step 100

README.md

@@ -1,24 +1,24 @@
 ---
 license: apache-2.0
-base_model: zainulhakim/240615-wav2vec2-ASR-English
+base_model: facebook/wav2vec2-base
 tags:
 - generated_from_trainer
 metrics:
 - wer
 model-index:
-- name: 240624-wav2vec2-ASR-English
+- name: 240615-wav2vec2-ASR-Chinese
   results: []
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 should probably proofread and complete it, then remove this comment. -->
 
-# 240624-wav2vec2-ASR-English
+# 240615-wav2vec2-ASR-Chinese
 
-This model is a fine-tuned version of [zainulhakim/240615-wav2vec2-ASR-English](https://huggingface.co/zainulhakim/240615-wav2vec2-ASR-English) on an unknown dataset.
+This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.9959
-- Wer: 0.6623
+- Loss: 1.2831
+- Wer: 0.2399
 
 ## Model description
 
@@ -38,23 +38,23 @@ More information needed
 
 The following hyperparameters were used during training:
 - learning_rate: 0.0001
-- train_batch_size: 4
+- train_batch_size: 5
 - eval_batch_size: 8
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 500
-- num_epochs: 20
+- num_epochs: 30
 - mixed_precision_training: Native AMP
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Wer    |
 |:-------------:|:-----:|:----:|:---------------:|:------:|
-| No log        | 5.0   | 100  | 2.6284          | 1.0    |
-| No log        | 10.0  | 200  | 0.8606          | 0.8831 |
-| No log        | 15.0  | 300  | 0.9080          | 0.7273 |
-| No log        | 20.0  | 400  | 0.9959          | 0.6623 |
+| No log        | 6.25  | 100  | 1.2831          | 0.2399 |
+| No log        | 12.5  | 200  | 1.2996          | 0.2657 |
+| No log        | 18.75 | 300  | 1.3705          | 0.3092 |
+| No log        | 25.0  | 400  | 1.3119          | 0.3269 |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6696abe0e22f74f3b1f984407fe7ff9ac3cd63a3a690ad5c8e18180a9414a17b
+oid sha256:ea0de49255071244d829cc806c2e92ce0eed2cdd005a3f91d135bc24176e2605
 size 377611120

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8b34d1ad1bef84858d09afbfb1306dd7dab24e185cb1e85228ade5a5dcb4ccde
-size 5176
+oid sha256:9e3212e815b2605ca7bb2d490420847afa5fcb321a3a6606d83134dcadd93344
+size 5112