End of training

README.md

@@ -2,9 +2,9 @@
 language:
 - ru
 license: apache-2.0
+base_model: openai/whisper-tiny
 tags:
 - generated_from_trainer
-base_model: openai/whisper-tiny
 datasets:
 - bond005/podlodka_speech
 metrics:
@@ -13,16 +13,16 @@ model-index:
 - name: whisper-tiny-ru
   results:
   - task:
-      type: automatic-speech-recognition
       name: Automatic Speech Recognition
+      type: automatic-speech-recognition
     dataset:
       name: Podlodka Speech
       type: bond005/podlodka_speech
       args: 'config: ru, split: test'
     metrics:
-    - type: wer
-      value: 99.38757655293088
-      name: Wer
+    - name: Wer
+      type: wer
+      value: 96.58792650918635
 ---
 
 <!-- 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 [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Podlodka Speech dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.4991
-- Wer: 99.3876
+- Loss: 1.2475
+- Wer: 96.5879
 
 ## Model description
 
@@ -58,23 +58,18 @@ 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: 100
-- training_steps: 500
+- lr_scheduler_warmup_steps: 40
+- training_steps: 200
 
 ### Training results
 
 | Training Loss | Epoch   | Step | Validation Loss | Wer      |
 |:-------------:|:-------:|:----:|:---------------:|:--------:|
-| 0.295         | 5.5556  | 50   | 1.1982          | 83.2896  |
-| 0.1297        | 11.1111 | 100  | 1.2768          | 76.0280  |
-| 0.0517        | 16.6667 | 150  | 1.3594          | 72.5284  |
-| 0.0203        | 22.2222 | 200  | 1.3969          | 85.4768  |
-| 0.0094        | 27.7778 | 250  | 1.4394          | 104.2870 |
-| 0.0061        | 33.3333 | 300  | 1.4646          | 87.8390  |
-| 0.0049        | 38.8889 | 350  | 1.4813          | 90.4637  |
-| 0.0043        | 44.4444 | 400  | 1.4909          | 86.7017  |
-| 0.004         | 50.0    | 450  | 1.4973          | 99.6500  |
-| 0.0038        | 55.5556 | 500  | 1.4991          | 99.3876  |
+| 0.9999        | 4.4444  | 40   | 1.2054          | 71.8285  |
+| 0.4535        | 8.8889  | 80   | 1.1539          | 73.2283  |
+| 0.2849        | 13.3333 | 120  | 1.1958          | 104.5494 |
+| 0.1674        | 17.7778 | 160  | 1.2339          | 79.0901  |
+| 0.1372        | 22.2222 | 200  | 1.2475          | 96.5879  |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fb908fc76d5248d025c9358a3e61b232871d6f37e01332e7654703243fbc8ee7
+oid sha256:8c80d0c819e08e8d4c836eec5169ccdd5e8d916309b977ad2692dfb384f84354
 size 151061672