hawalurahman
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End of training
Browse files- README.md +71 -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-qa_v2
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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-qa_v2
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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: 1.9335
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- Rouge1: 0.5694
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- Rouge2: 0.3180
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- Rougel: 0.5689
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- Rougelsum: 0.5691
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- Bleu: 0.3589
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- Exact Match: 0.375
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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: 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 | Exact Match |
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|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:------:|:-----------:|
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| 0.5527 | 1.0 | 2200 | 1.1981 | 0.5364 | 0.3114 | 0.5367 | 0.5363 | 0.3358 | 0.3414 |
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| 0.2206 | 2.0 | 4400 | 1.3928 | 0.5602 | 0.3095 | 0.5598 | 0.5597 | 0.3468 | 0.3486 |
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| 0.0885 | 3.0 | 6600 | 1.5233 | 0.5657 | 0.3118 | 0.5654 | 0.5658 | 0.3575 | 0.3630 |
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| 0.0313 | 4.0 | 8800 | 1.8523 | 0.5684 | 0.3246 | 0.5678 | 0.5683 | 0.3796 | 0.3698 |
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| 0.0149 | 5.0 | 11000 | 1.9335 | 0.5694 | 0.3180 | 0.5689 | 0.5691 | 0.3589 | 0.375 |
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### Framework versions
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- Transformers 4.45.2
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- Pytorch 2.4.0a0+f70bd71a48.nv24.06
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- Datasets 3.0.1
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- Tokenizers 0.20.1
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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": "4.45.2"
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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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version https://git-lfs.github.com/spec/v1
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size 2329638768
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