End of training

README.md

@@ -0,0 +1,101 @@
+---
+library_name: transformers
+language:
+- hi
+license: apache-2.0
+base_model: openai/whisper-small
+tags:
+- generated_from_trainer
+datasets:
+- mozilla-foundation/common_voice_11_0
+metrics:
+- wer
+model-index:
+- name: Whisper Small Ori vi
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: Common Voice 11.0
+      type: mozilla-foundation/common_voice_11_0
+      args: 'config: hi, split: test'
+    metrics:
+    - name: Wer
+      type: wer
+      value: 17.65774934574004
+---
+
+<!-- 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 Ori vi
+
+This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3950
+- Wer: 17.6577
+
+## 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: 1e-05
+- train_batch_size: 16
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 200
+- training_steps: 1300
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Wer     |
+|:-------------:|:------:|:----:|:---------------:|:-------:|
+| 1.1125        | 0.0667 | 30   | 0.9877          | 30.4667 |
+| 0.9337        | 0.1333 | 60   | 0.7582          | 18.3338 |
+| 0.7185        | 0.2    | 90   | 0.4716          | 16.3129 |
+| 0.493         | 0.2667 | 120  | 0.4382          | 16.1893 |
+| 0.4328        | 0.3333 | 150  | 0.4298          | 15.6223 |
+| 0.4127        | 0.4    | 180  | 0.4208          | 16.8726 |
+| 0.3865        | 0.4667 | 210  | 0.4171          | 20.0422 |
+| 0.419         | 0.5333 | 240  | 0.4141          | 17.0835 |
+| 0.4141        | 0.6    | 270  | 0.4157          | 15.8258 |
+| 0.464         | 0.6667 | 300  | 0.4077          | 16.9235 |
+| 0.4303        | 0.7333 | 330  | 0.4043          | 18.4865 |
+| 0.4418        | 0.8    | 360  | 0.4050          | 16.7999 |
+| 0.4786        | 0.8667 | 390  | 0.3981          | 15.1352 |
+| 0.4238        | 0.9333 | 420  | 0.3953          | 17.0907 |
+| 0.3986        | 1.0    | 450  | 0.3926          | 16.7054 |
+| 0.2304        | 1.0667 | 480  | 0.3948          | 16.3928 |
+| 0.2583        | 1.1333 | 510  | 0.3943          | 16.6327 |
+| 0.2385        | 1.2    | 540  | 0.3997          | 15.1425 |
+| 0.2126        | 1.2667 | 570  | 0.3985          | 15.0552 |
+| 0.2259        | 1.3333 | 600  | 0.3970          | 16.5964 |
+| 0.2237        | 1.4    | 630  | 0.3964          | 16.5382 |
+| 0.2344        | 1.4667 | 660  | 0.3983          | 17.9485 |
+| 0.2068        | 1.5333 | 690  | 0.3974          | 17.9703 |
+| 0.2535        | 1.6    | 720  | 0.3950          | 17.6577 |
+
+
+### Framework versions
+
+- Transformers 4.46.3
+- Pytorch 2.4.0
+- Datasets 3.1.0
+- Tokenizers 0.20.0

generation_config.json

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+{
+  "alignment_heads": [
+    [
+      5,
+      3
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+      0
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+      8
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+    [
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+      0
+    ],
+    [
+      9,
+      7
+    ],
+    [
+      9,
+      9
+    ],
+    [
+      10,
+      5
+    ]
+  ],
+  "begin_suppress_tokens": [
+    220,
+    50257
+  ],
+  "bos_token_id": 50257,
+  "decoder_start_token_id": 50258,
+  "eos_token_id": 50257,
+  "is_multilingual": true,
+  "lang_to_id": {
+    "<|af|>": 50327,
+    "<|am|>": 50334,
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+    "<|vi|>": 50278,
+    "<|yi|>": 50335,
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+    "<|zh|>": 50260
+  },
+  "language": "english",
+  "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": [
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+  "task": "transcribe",
+  "task_to_id": {
+    "transcribe": 50359,
+    "translate": 50358
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+  "transformers_version": "4.46.3"
+}

runs/Nov19_22-30-49_f9b32b802567/events.out.tfevents.1732055453.f9b32b802567.23.0

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