End of training
Browse files- README.md +82 -0
- generation_config.json +241 -0
- model.safetensors +1 -1
README.md
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---
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language:
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- hi
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license: apache-2.0
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base_model: openai/whisper-small
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tags:
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- generated_from_trainer
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datasets:
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- mozilla-foundation/common_voice_16_1
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metrics:
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- wer
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model-index:
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- name: Whisper Large v3 Turbo - Bahriddin Muminov
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results:
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- task:
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name: Automatic Speech Recognition
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type: automatic-speech-recognition
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dataset:
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name: Common Voice 16.1
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type: mozilla-foundation/common_voice_16_1
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config: uz
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split: test
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args: 'config: uz, split: test'
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metrics:
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- name: Wer
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type: wer
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value: 99.63288088608068
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# Whisper Large v3 Turbo - Bahriddin Muminov
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 16.1 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3021
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- Wer: 99.6329
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 1e-05
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- train_batch_size: 16
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- training_steps: 4000
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|
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| 0.4875 | 0.33 | 1000 | 0.4542 | 72.0290 |
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| 0.3835 | 0.66 | 2000 | 0.3775 | 100.0 |
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| 0.3371 | 0.99 | 3000 | 0.3221 | 100.0 |
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| 0.2244 | 1.32 | 4000 | 0.3021 | 99.6329 |
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### Framework versions
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- Transformers 4.37.2
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- Pytorch 2.2.2+cu121
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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generation_config.json
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{
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"alignment_heads": [
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[
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2,
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4
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],
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[
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2,
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11
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],
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[
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3,
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3
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],
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[
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3,
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6
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],
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[
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3,
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11
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],
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[
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3,
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14
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]
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],
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"begin_suppress_tokens": [
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220,
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50257
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"is_multilingual": true,
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
134 |
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|
135 |
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|
136 |
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|
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},
|
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|
139 |
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|
140 |
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|
141 |
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|
142 |
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|
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|
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|
145 |
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|
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|
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|
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],
|
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"task": "transcribe",
|
236 |
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"task_to_id": {
|
237 |
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"transcribe": 50360,
|
238 |
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"translate": 50359
|
239 |
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},
|
240 |
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"transformers_version": "4.37.2"
|
241 |
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}
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model.safetensors
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 3235581408
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version https://git-lfs.github.com/spec/v1
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oid sha256:7040af2d72092f114e7186231cef3901a82ab75d89892cff3c95c71abfe49efe
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size 3235581408
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