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End of training

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  1. README.md +71 -0
  2. generation_config.json +6 -0
  3. pytorch_model.bin +1 -1
README.md ADDED
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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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+
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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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+ # en_bn_summarize_v9
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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 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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+
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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: 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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+
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+ ### Training results
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+
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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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+
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+
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+ ### Framework versions
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+
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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
generation_config.json ADDED
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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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