End of training

README.md

@@ -4,24 +4,24 @@ language:
 license: apache-2.0
 base_model: openai/whisper-small
 tags:
-- hf-asr-leaderboard
 - generated_from_trainer
 datasets:
 - mozilla-foundation/common_voice_16_1
+- mozilla-foundation/common_voice_15_0
 model-index:
-- name: Whisper Small nan-tw - Taiwanese
+- name: Whisper Small Taiwanese
   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. -->
 
-# Whisper Small nan-tw - Taiwanese
+# Whisper Small Taiwanese
 
-This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 16.1 dataset.
+This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 16.1 and the Common Voice 15.0 datasets.
 It achieves the following results on the evaluation set:
-- Loss: 0.3647
-- Cer: 28.4585
+- Loss: 0.4201
+- Cer: 32.6710
 
 ## Model description
 
@@ -46,19 +46,14 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- lr_scheduler_warmup_steps: 500
-- training_steps: 5000
-- mixed_precision_training: Native AMP
+- lr_scheduler_warmup_steps: 100
+- num_epochs: 1
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Cer     |
 |:-------------:|:-----:|:----:|:---------------:|:-------:|
-| 0.6816        | 0.65  | 1000 | 0.6212          | 43.9508 |
-| 0.3575        | 1.29  | 2000 | 0.4729          | 34.6632 |
-| 0.2899        | 1.94  | 3000 | 0.4043          | 31.3601 |
-| 0.1543        | 2.58  | 4000 | 0.3714          | 28.9896 |
-| 0.087         | 3.23  | 5000 | 0.3647          | 28.4585 |
+| 0.3162        | 1.0   | 3111 | 0.4201          | 32.6710 |
 
 
 ### Framework versions

model.safetensors

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 size 966995080

runs/Mar15_07-24-44_3dd6a1e9403f/events.out.tfevents.1710487485.3dd6a1e9403f.26.0

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+size 32235