End of training
Browse files- README.md +80 -0
- config.json +105 -3
- generation_config.json +248 -0
- model.safetensors +1 -1
- runs/Sep28_23-38-04_313d0036492e/events.out.tfevents.1727566686.313d0036492e.34.0 +3 -0
- training_args.bin +1 -1
README.md
ADDED
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---
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language:
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- fr
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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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- gigant/african_accented_french
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metrics:
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- wer
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model-index:
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- name: Whisper tiny Fr - Dimi3
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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: African accented french
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type: gigant/african_accented_french
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config: fr
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split: None
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args: fr
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metrics:
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- name: Wer
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type: wer
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value: 121.30115424973766
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---
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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 Fr - Dimi3
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the African accented french dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.9985
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- Wer: 121.3012
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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: 8
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 16
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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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- num_epochs: 1
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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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| 0.7444 | 1.0 | 587 | 0.9985 | 121.3012 |
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### Framework versions
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- Transformers 4.41.2
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- Pytorch 2.1.2
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- Datasets 2.19.2
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- Tokenizers 0.19.1
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config.json
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"encoder_layerdrop": 0.0,
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"encoder_layers": 4,
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"eos_token_id": 50257,
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-
"forced_decoder_ids":
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"mask_feature_length": 10,
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"num_mel_bins": 80,
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"pad_token_id": 50257,
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"scale_embedding": false,
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-
"suppress_tokens": [
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"torch_dtype": "float32",
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"transformers_version": "4.41.2",
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-
"use_cache":
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"use_weighted_layer_sum": false,
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"vocab_size": 51865
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}
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"encoder_layerdrop": 0.0,
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"encoder_layers": 4,
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"eos_token_id": 50257,
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"forced_decoder_ids": [
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"mask_feature_length": 10,
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"num_mel_bins": 80,
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"pad_token_id": 50257,
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"scale_embedding": false,
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"use_cache": true,
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"use_weighted_layer_sum": false,
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"vocab_size": 51865
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}
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generation_config.json
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{
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|
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|
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|
49 |
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|
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|
51 |
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|
52 |
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|
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|
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|
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|
56 |
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|
57 |
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|
58 |
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|
59 |
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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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|
68 |
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|
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|
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|
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|
73 |
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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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