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End of training

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  1. README.md +70 -0
  2. generation_config.json +6 -0
  3. model.safetensors +1 -1
README.md ADDED
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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-TydiQA-id-sentence
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+ results: []
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+ ---
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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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+
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+ # mt5-base-qaqg-finetuned-TydiQA-id-sentence
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+
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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: 0.9982
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+ - Rouge1: 0.4799
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+ - Rouge2: 0.3113
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+ - Rougel: 0.4778
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+ - Rougelsum: 0.4778
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+ - Bleu: 0.2994
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Bleu |
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+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:------:|
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+ | 1.7487 | 1.0 | 1211 | 1.1641 | 0.4047 | 0.2424 | 0.4030 | 0.4030 | 0.2102 |
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+ | 1.2998 | 2.0 | 2422 | 1.0454 | 0.4615 | 0.2952 | 0.4598 | 0.4594 | 0.2809 |
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+ | 1.042 | 3.0 | 3633 | 1.0082 | 0.4701 | 0.2956 | 0.4681 | 0.4687 | 0.2796 |
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+ | 0.9393 | 4.0 | 4844 | 0.9964 | 0.4824 | 0.3091 | 0.4803 | 0.4803 | 0.2992 |
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+ | 0.8503 | 5.0 | 6055 | 0.9982 | 0.4799 | 0.3113 | 0.4778 | 0.4778 | 0.2994 |
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+
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+
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+ ### Framework versions
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+
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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
generation_config.json ADDED
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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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