End of training
Browse files- README.md +71 -0
- adapter.khm.safetensors +3 -0
- config.json +1 -1
- model.safetensors +2 -2
- preprocessor_config.json +1 -0
- runs/Dec17_19-38-48_Hong/events.out.tfevents.1765975128.Hong +3 -0
- runs/Dec17_19-38-48_Hong/events.out.tfevents.1765979809.Hong +3 -0
- training_args.bin +1 -1
README.md
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---
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library_name: transformers
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license: cc-by-nc-4.0
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base_model: facebook/mms-1b-all
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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: training
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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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# training
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This model is a fine-tuned version of [facebook/mms-1b-all](https://huggingface.co/facebook/mms-1b-all) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: inf
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- Wer: 0.6708
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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: 0.0003
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- train_batch_size: 4
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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: 8
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- num_epochs: 25
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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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| 8.5386 | 0.9852 | 500 | 0.9350 | 0.6554 |
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| 2.1625 | 1.9695 | 1000 | 0.8697 | 0.6609 |
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| 2.3315 | 2.9537 | 1500 | 1.0419 | 0.7250 |
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| 2.6960 | 3.9379 | 2000 | 1.1913 | 0.7419 |
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| 2.8073 | 4.9222 | 2500 | 1.1913 | 0.7419 |
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| 2.8293 | 5.9064 | 3000 | 1.1912 | 0.7419 |
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| 2.8210 | 6.8906 | 3500 | 1.1912 | 0.7420 |
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### Framework versions
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- Transformers 5.0.0.dev0
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- Pytorch 2.5.1+cu121
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- Datasets 3.6.0
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- Tokenizers 0.22.1
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adapter.khm.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:9fb31ed3acb7b7cb304efb4b3e7099345c65ae661dfe8906cc98952bbf7c44bc
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size 9162368
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config.json
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"transformers_version": "5.0.0.dev0",
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"use_cache": false,
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"use_weighted_layer_sum": false,
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"vocab_size":
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"xvector_output_dim": 512
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}
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"transformers_version": "5.0.0.dev0",
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"use_cache": false,
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"use_weighted_layer_sum": false,
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"vocab_size": 102,
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"xvector_output_dim": 512
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}
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model.safetensors
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preprocessor_config.json
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"feature_size": 1,
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"padding_side": "right",
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"padding_value": 0.0,
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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"feature_size": 1,
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"padding_side": "right",
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"padding_value": 0.0,
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"processor_class": "Wav2Vec2Processor",
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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runs/Dec17_19-38-48_Hong/events.out.tfevents.1765975128.Hong
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runs/Dec17_19-38-48_Hong/events.out.tfevents.1765979809.Hong
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training_args.bin
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