End of training

README.md

@@ -23,7 +23,7 @@ model-index:
     metrics:
     - name: Wer
       type: wer
-      value: 0.34887839433293977
+      value: 0.35360094451003543
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -33,9 +33,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the PolyAI/minds14 dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.6638
-- Wer Ortho: 34.5466
-- Wer: 0.3489
+- Loss: 0.6166
+- Wer Ortho: 0.3504
+- Wer: 0.3536
 
 ## Model description
 
@@ -59,7 +59,7 @@ The following hyperparameters were used during training:
 - eval_batch_size: 16
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
-- lr_scheduler_type: constant_with_warmup
+- lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 50
 - training_steps: 500
 - mixed_precision_training: Native AMP
@@ -68,16 +68,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch   | Step | Validation Loss | Wer Ortho | Wer    |
 |:-------------:|:-------:|:----:|:---------------:|:---------:|:------:|
-| 0.7657        | 1.7857  | 50   | 0.5870          | 39.4818   | 0.3932 |
-| 0.2562        | 3.5714  | 100  | 0.4866          | 34.8550   | 0.3483 |
-| 0.0666        | 5.3571  | 150  | 0.5190          | 34.5466   | 0.3489 |
-| 0.0228        | 7.1429  | 200  | 0.5649          | 32.4491   | 0.3288 |
-| 0.0065        | 8.9286  | 250  | 0.5845          | 32.0173   | 0.3229 |
-| 0.0018        | 10.7143 | 300  | 0.6142          | 33.6212   | 0.3400 |
-| 0.0012        | 12.5    | 350  | 0.6320          | 33.3128   | 0.3371 |
-| 0.0008        | 14.2857 | 400  | 0.6443          | 34.1764   | 0.3465 |
-| 0.0007        | 16.0714 | 450  | 0.6548          | 34.2381   | 0.3447 |
-| 0.0007        | 17.8571 | 500  | 0.6638          | 34.5466   | 0.3489 |
+| 0.7658        | 1.7857  | 50   | 0.5871          | 0.3948    | 0.3932 |
+| 0.2602        | 3.5714  | 100  | 0.4866          | 0.3504    | 0.3501 |
+| 0.0796        | 5.3571  | 150  | 0.5121          | 0.3424    | 0.3453 |
+| 0.0316        | 7.1429  | 200  | 0.5443          | 0.3374    | 0.3418 |
+| 0.0116        | 8.9286  | 250  | 0.5672          | 0.3202    | 0.3253 |
+| 0.0034        | 10.7143 | 300  | 0.5966          | 0.3529    | 0.3566 |
+| 0.0026        | 12.5    | 350  | 0.6046          | 0.3541    | 0.3583 |
+| 0.002         | 14.2857 | 400  | 0.6098          | 0.3498    | 0.3536 |
+| 0.002         | 16.0714 | 450  | 0.6146          | 0.3510    | 0.3542 |
+| 0.002         | 17.8571 | 500  | 0.6166          | 0.3504    | 0.3536 |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a620094d7445c7b3fb9c434a2fb51765ed69d10d390a6a5228e4e52812f7eb1f
+oid sha256:e8d369740c476301d0ca294df389810bfa15dde96f4f260c10be495c8fb76589
 size 151061672