hawalurahman
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End of training
Browse files- README.md +70 -0
- generation_config.json +6 -0
- model.safetensors +1 -1
README.md
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---
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library_name: transformers
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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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- bleu
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model-index:
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- name: mt5-base-qaqg-finetuned-SQuAD-id-ir
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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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# mt5-base-qaqg-finetuned-SQuAD-id-ir
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This model is a fine-tuned version of [google/mt5-base](https://huggingface.co/google/mt5-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.2951
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- Rouge1: 0.4537
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- Rouge2: 0.2692
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- Rougel: 0.4120
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- Rougelsum: 0.4144
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- Bleu: 0.2295
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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: 0.0001
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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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- 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: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Bleu |
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|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:------:|
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| 1.5663 | 1.0 | 2000 | 1.4508 | 0.4214 | 0.2349 | 0.3787 | 0.3812 | 0.2152 |
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| 1.3135 | 2.0 | 4000 | 1.3187 | 0.4432 | 0.2562 | 0.4011 | 0.4033 | 0.2262 |
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| 1.1748 | 3.0 | 6000 | 1.2928 | 0.4482 | 0.2641 | 0.4070 | 0.4097 | 0.2255 |
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| 1.1115 | 4.0 | 8000 | 1.2927 | 0.4543 | 0.2714 | 0.4128 | 0.4150 | 0.2293 |
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| 1.0387 | 5.0 | 10000 | 1.2951 | 0.4537 | 0.2692 | 0.4120 | 0.4144 | 0.2295 |
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### Framework versions
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- Transformers 4.44.2
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- Pytorch 2.4.0a0+f70bd71a48.nv24.06
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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generation_config.json
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{
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.44.2"
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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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size 2329638768
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version https://git-lfs.github.com/spec/v1
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size 2329638768
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