End of training
Browse files- README.md +80 -0
- generation_config.json +7 -0
- model.safetensors +1 -1
README.md
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---
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library_name: transformers
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license: mit
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base_model: microsoft/git-base
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tags:
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- generated_from_trainer
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model-index:
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- name: git-base-www
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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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# git-base-www
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This model is a fine-tuned version of [microsoft/git-base](https://huggingface.co/microsoft/git-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5009
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- Wer Score: 8.6345
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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: 2
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- eval_batch_size: 2
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- seed: 42
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 16
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- optimizer: Use OptimizerNames.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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- num_epochs: 50
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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 Score |
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|:-------------:|:-------:|:----:|:---------------:|:---------:|
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| 3.6172 | 2.64 | 50 | 4.5571 | 0.9603 |
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| 1.2455 | 5.2667 | 100 | 0.7764 | 0.9629 |
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| 0.2488 | 7.9067 | 150 | 0.4500 | 1.2879 |
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| 0.1652 | 10.5333 | 200 | 0.4539 | 2.7259 |
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| 0.1242 | 13.16 | 250 | 0.4558 | 1.0871 |
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| 0.0958 | 15.8 | 300 | 0.4580 | 2.2966 |
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| 0.074 | 18.4267 | 350 | 0.4629 | 4.6957 |
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| 0.0633 | 21.0533 | 400 | 0.4711 | 2.5060 |
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| 0.0505 | 23.6933 | 450 | 0.4758 | 4.9060 |
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| 0.0435 | 26.32 | 500 | 0.4796 | 4.9629 |
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| 0.0383 | 28.96 | 550 | 0.4866 | 4.8526 |
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| 0.0316 | 31.5867 | 600 | 0.4893 | 7.25 |
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| 0.0284 | 34.2133 | 650 | 0.4927 | 4.5267 |
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| 0.0261 | 36.8533 | 700 | 0.4954 | 7.6767 |
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| 0.0228 | 39.48 | 750 | 0.4967 | 8.1853 |
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| 0.0216 | 42.1067 | 800 | 0.4981 | 5.2336 |
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| 0.0209 | 44.7467 | 850 | 0.4997 | 8.6957 |
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| 0.0192 | 47.3733 | 900 | 0.5008 | 8.5552 |
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| 0.0203 | 50.0 | 950 | 0.5009 | 8.6345 |
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### Framework versions
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- Transformers 4.52.4
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- Pytorch 2.6.0+cu124
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- Datasets 3.6.0
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- Tokenizers 0.21.2
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 101,
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"eos_token_id": 102,
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"pad_token_id": 0,
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"transformers_version": "4.52.4"
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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 706516040
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version https://git-lfs.github.com/spec/v1
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oid sha256:8b383a1dc08fe6e8c378c0326372d39b0820aa59c21881bb86ed1ba4c8bf6b1d
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size 706516040
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