anushaporwal
commited on
Commit
•
99557bc
1
Parent(s):
9f10817
Model save
Browse files- README.md +62 -0
- all_results.json +8 -0
- generation_config.json +240 -0
- model.safetensors +1 -1
- train_results.json +8 -0
README.md
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---
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license: apache-2.0
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base_model: openai/whisper-medium
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tags:
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- generated_from_trainer
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metrics:
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- wer
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model-index:
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- name: model-S-1
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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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# model-S-1
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This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.9223
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- Wer: 26.6667
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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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- training_steps: 1000
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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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| 0.0 | 500.0 | 500 | 0.8967 | 26.6667 |
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| 0.0 | 1000.0 | 1000 | 0.9223 | 26.6667 |
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### Framework versions
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- Transformers 4.44.0
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- Pytorch 2.4.0
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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all_results.json
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{
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"epoch": 1000.0,
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"total_flos": 4.08241963008e+18,
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"train_loss": 0.005452081066950086,
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"train_runtime": 1064.1917,
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"train_samples_per_second": 15.035,
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"train_steps_per_second": 0.94
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}
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generation_config.json
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"task": "transcribe",
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},
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"transformers_version": "4.44.0"
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}
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model.safetensors
CHANGED
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 3055544304
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version https://git-lfs.github.com/spec/v1
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oid sha256:27a3d3945740646ee413269f7e375ec8a94d4ff155414fb10390763de5ad4ce9
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size 3055544304
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train_results.json
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{
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"epoch": 1000.0,
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"total_flos": 4.08241963008e+18,
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"train_loss": 0.005452081066950086,
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"train_runtime": 1064.1917,
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"train_samples_per_second": 15.035,
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"train_steps_per_second": 0.94
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}
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