Model save
Browse files- README.md +72 -0
- generation_config.json +102 -0
- model.safetensors +1 -1
README.md
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---
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license: apache-2.0
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base_model: openai/whisper-tiny
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tags:
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- generated_from_trainer
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datasets:
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- arrow
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model-index:
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- name: whisper-tiny-multitask-hf-200k-ep10_practice_0805
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results: []
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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-tiny-multitask-hf-200k-ep10_practice_0805
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the arrow dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0082
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- Cer: 100.0
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- Acc: 1.0
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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: 5e-05
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- train_batch_size: 128
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- eval_batch_size: 32
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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: 1000
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- num_epochs: 10
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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 | Cer | Acc |
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|:-------------:|:-----:|:-----:|:---------------:|:-----:|:---:|
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| 0.54 | 1.0 | 1584 | 0.2232 | 100.0 | 1.0 |
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| 0.1377 | 2.0 | 3168 | 0.0907 | 100.0 | 1.0 |
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| 0.0538 | 3.0 | 4752 | 0.0473 | 100.0 | 1.0 |
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| 0.0286 | 4.0 | 6336 | 0.0309 | 100.0 | 1.0 |
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| 0.0178 | 5.0 | 7920 | 0.0214 | 100.0 | 1.0 |
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| 0.011 | 6.0 | 9504 | 0.0167 | 100.0 | 1.0 |
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| 0.008 | 7.0 | 11088 | 0.0130 | 100.0 | 1.0 |
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| 0.0055 | 8.0 | 12672 | 0.0115 | 100.0 | 1.0 |
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| 0.0038 | 9.0 | 14256 | 0.0094 | 100.0 | 1.0 |
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| 0.0027 | 10.0 | 15840 | 0.0082 | 100.0 | 1.0 |
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### Framework versions
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- Transformers 4.36.2
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- Pytorch 2.0.1+cu117
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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generation_config.json
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{
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"begin_suppress_tokens": [
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"bos_token_id": 50257,
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"decoder_start_token_id": 50258,
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"eos_token_id": 50257,
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"max_length": 448,
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"pad_token_id": 50257,
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"suppress_tokens": [
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"transformers_version": "4.36.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 151064928
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version https://git-lfs.github.com/spec/v1
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oid sha256:2aa2a43c3b787511ba0eb2ed4a15032eff6f38a31aad2546ee425ea0a069b3e8
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size 151064928
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