End of training
Browse files- README.md +71 -0
- generation_config.json +6 -0
- pytorch_model.bin +1 -1
README.md
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---
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license: apache-2.0
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base_model: google/mt5-base
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tags:
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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: en_bn_summarize_v9
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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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# en_bn_summarize_v9
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This model is a fine-tuned version of [google/mt5-base](https://huggingface.co/google/mt5-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 10.1813
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- Rouge1: 0.0
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- Rouge2: 0.0
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- Rougel: 0.0
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- Rougelsum: 0.0
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- Gen Len: 19.2112
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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: 2e-05
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- train_batch_size: 4
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- eval_batch_size: 4
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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: 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: 5000
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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| No log | 1.0 | 154 | 21.8463 | 0.0 | 0.0 | 0.0 | 0.0 | 14.2733 |
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| 22.8116 | 2.0 | 308 | 21.0316 | 0.0 | 0.0 | 0.0 | 0.0 | 15.9441 |
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| 22.8116 | 3.0 | 462 | 18.9193 | 0.0 | 0.0 | 0.0 | 0.0 | 16.8882 |
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| 18.8985 | 4.0 | 616 | 15.2305 | 0.0 | 0.0 | 0.0 | 0.0 | 17.7826 |
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| 18.8985 | 5.0 | 770 | 10.1813 | 0.0 | 0.0 | 0.0 | 0.0 | 19.2112 |
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### Framework versions
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- Transformers 4.34.0
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- Pytorch 2.0.1+cu118
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- Datasets 2.14.5
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- Tokenizers 0.14.1
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generation_config.json
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{
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"decoder_start_token_id": 250042,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.34.0"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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size 2329702581
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version https://git-lfs.github.com/spec/v1
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size 2329702581
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