End of training

README.md

@@ -3,7 +3,7 @@ library_name: transformers
 language:
 - hi
 license: apache-2.0
-base_model: openai/whisper-small
+base_model: openai/whisper-tiny
 tags:
 - generated_from_trainer
 datasets:
@@ -11,7 +11,7 @@ datasets:
 metrics:
 - wer
 model-index:
-- name: Whisper Small id - Zein
+- name: Whisper Tiny id - Zein
   results:
   - task:
       name: Automatic Speech Recognition
@@ -25,18 +25,18 @@ model-index:
     metrics:
     - name: Wer
       type: wer
-      value: 22.841509783919133
+      value: 49.15607901326162
 ---
 
 <!-- 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 id - Zein
+# Whisper Tiny id - Zein
 
-This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
+This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Common Voice 11.0 dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.4047
-- Wer: 22.8415
+- Loss: 0.9557
+- Wer: 49.1561
 
 ## Model description
 
@@ -62,15 +62,19 @@ The following hyperparameters were used during training:
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 500
-- training_steps: 2000
+- training_steps: 6000
 - mixed_precision_training: Native AMP
 
 ### Training results
 
-| Training Loss | Epoch  | Step | Validation Loss | Wer     |
-|:-------------:|:------:|:----:|:---------------:|:-------:|
-| 0.0387        | 3.1646 | 1000 | 0.3746          | 23.8060 |
-| 0.0053        | 6.3291 | 2000 | 0.4047          | 22.8415 |
+| Training Loss | Epoch   | Step | Validation Loss | Wer     |
+|:-------------:|:-------:|:----:|:---------------:|:-------:|
+| 0.3251        | 3.1646  | 1000 | 0.7617          | 48.4559 |
+| 0.1132        | 6.3291  | 2000 | 0.7951          | 47.6630 |
+| 0.0414        | 9.4937  | 3000 | 0.8504          | 48.5208 |
+| 0.0146        | 12.6582 | 4000 | 0.9079          | 49.3647 |
+| 0.0083        | 15.8228 | 5000 | 0.9421          | 48.9057 |
+| 0.0064        | 18.9873 | 6000 | 0.9557          | 49.1561 |
 
 
 ### Framework versions

generation_config.json

@@ -1,43 +1,27 @@
 {
   "alignment_heads": [
     [
-      5,
-      3
-    ],
-    [
-      5,
-      9
+      2,
+      2
     ],
     [
-      8,
+      3,
       0
     ],
     [
-      8,
-      4
+      3,
+      2
     ],
     [
-      8,
-      7
-    ],
-    [
-      8,
-      8
-    ],
-    [
-      9,
-      0
-    ],
-    [
-      9,
-      7
+      3,
+      3
     ],
     [
-      9,
-      9
+      3,
+      4
     ],
     [
-      10,
+      3,
       5
     ]
   ],

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:91bb14a1fa298cc3aae07fca810b556a798fa6c80024656bd8996d1e1bbdf1d2
+oid sha256:40fc0c79a434ed897a60ac67ddc3430241baf6a99d5b7293136e9e3a9ad35853
 size 151061672