End of training

README.md

@@ -1,9 +1,99 @@
 ---
 language:
 - hu
-widget:
-- example_title: Sample 1
-  src: https://huggingface.co/datasets/Hungarians/samples/resolve/main/Sample1.flac
-- example_title: Sample 2
-  src: https://huggingface.co/datasets/Hungarians/samples/resolve/main/Sample2.flac
----
+license: apache-2.0
+base_model: openai/whisper-tiny
+tags:
+- generated_from_trainer
+datasets:
+- common_voice_11_0
+metrics:
+- wer
+model-index:
+- name: Whisper Tiny Hu CV17
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: Common Voice 17.0
+      type: common_voice_11_0
+      config: hu
+      split: None
+      args: hu
+    metrics:
+    - name: Wer
+      type: wer
+      value: 9.925882004150607
+---
+
+<!-- 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 Tiny Hu CV17
+
+This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Common Voice 17.0 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1387
+- Wer Ortho: 10.7883
+- Wer: 9.9259
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 7.5e-05
+- train_batch_size: 64
+- eval_batch_size: 32
+- 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
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Wer Ortho | Wer     |
+|:-------------:|:------:|:----:|:---------------:|:---------:|:-------:|
+| 0.6432        | 0.3298 | 250  | 0.7031          | 59.9211   | 57.3051 |
+| 0.4839        | 0.6596 | 500  | 0.5256          | 50.4185   | 47.3406 |
+| 0.4127        | 0.9894 | 750  | 0.4089          | 40.9250   | 37.8002 |
+| 0.2858        | 1.3193 | 1000 | 0.3434          | 34.4725   | 31.8885 |
+| 0.2616        | 1.6491 | 1250 | 0.3027          | 32.2956   | 29.2203 |
+| 0.2448        | 1.9789 | 1500 | 0.2571          | 28.1705   | 25.3780 |
+| 0.1474        | 2.3087 | 1750 | 0.2318          | 25.4426   | 22.8343 |
+| 0.1434        | 2.6385 | 2000 | 0.2112          | 22.7749   | 20.3647 |
+| 0.14          | 2.9683 | 2250 | 0.1922          | 20.1102   | 17.7883 |
+| 0.0768        | 3.2982 | 2500 | 0.1797          | 18.2344   | 15.9917 |
+| 0.0764        | 3.6280 | 2750 | 0.1678          | 16.5573   | 14.6161 |
+| 0.0737        | 3.9578 | 3000 | 0.1573          | 15.0337   | 13.6199 |
+| 0.0375        | 4.2876 | 3250 | 0.1538          | 14.0130   | 12.3243 |
+| 0.0357        | 4.6174 | 3500 | 0.1495          | 13.1970   | 11.7106 |
+| 0.033         | 4.9472 | 3750 | 0.1435          | 11.9234   | 10.8005 |
+| 0.0138        | 5.2770 | 4000 | 0.1422          | 11.8873   | 10.7026 |
+| 0.0137        | 5.6069 | 4250 | 0.1398          | 11.4477   | 10.4684 |
+| 0.0135        | 5.9367 | 4500 | 0.1381          | 11.1436   | 10.2639 |
+| 0.0072        | 6.2665 | 4750 | 0.1388          | 10.7853   | 9.9140  |
+| 0.0065        | 6.5963 | 5000 | 0.1387          | 10.7883   | 9.9259  |
+
+
+### Framework versions
+
+- Transformers 4.41.1
+- Pytorch 2.2.1+cu121
+- Datasets 2.19.1
+- Tokenizers 0.19.1

generation_config.json

@@ -0,0 +1,248 @@
+{
+  "alignment_heads": [
+    [
+      2,
+      2
+    ],
+    [
+      3,
+      0
+    ],
+    [
+      3,
+      2
+    ],
+    [
+      3,
+      3
+    ],
+    [
+      3,
+      4
+    ],
+    [
+      3,
+      5
+    ]
+  ],
+  "begin_suppress_tokens": [
+    220,
+    50257
+  ],
+  "bos_token_id": 50257,
+  "decoder_start_token_id": 50258,
+  "eos_token_id": 50257,
+  "forced_decoder_ids": [
+    [
+      1,
+      null
+    ],
+    [
+      2,
+      50359
+    ]
+  ],
+  "is_multilingual": true,
+  "lang_to_id": {
+    "<|af|>": 50327,
+    "<|am|>": 50334,
+    "<|ar|>": 50272,
+    "<|as|>": 50350,
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+    "<|vi|>": 50278,
+    "<|yi|>": 50335,
+    "<|yo|>": 50325,
+    "<|zh|>": 50260
+  },
+  "max_initial_timestamp_index": 50,
+  "max_length": 448,
+  "no_timestamps_token_id": 50363,
+  "pad_token_id": 50257,
+  "prev_sot_token_id": 50361,
+  "return_timestamps": false,
+  "suppress_tokens": [
+    1,
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+  ],
+  "task_to_id": {
+    "transcribe": 50359,
+    "translate": 50358
+  },
+  "transformers_version": "4.41.1"
+}

runs/May23_10-27-48_4218c2aa2bea/events.out.tfevents.1716460069.4218c2aa2bea.496.0

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