Training complete
Browse files
README.md
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---
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license: apache-2.0
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base_model: google/flan-t5-base
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tags:
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- summarization
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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: flan-t5-base-finetuned_dialougesum_version_4.0
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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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# flan-t5-base-finetuned_dialougesum_version_4.0
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This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 43.2897
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- Rouge1: 0.2298
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- Rouge2: 0.0629
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- Rougel: 0.1955
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- Rougelsum: 0.1959
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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-06
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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: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|
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| 44.1278 | 1.0 | 1558 | 43.2897 | 0.2298 | 0.0629 | 0.1955 | 0.1959 |
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### Framework versions
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- Transformers 4.38.2
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- Pytorch 2.2.1+cu121
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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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": "4.38.2"
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}
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model.safetensors
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size 495189552
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runs/Apr16_00-35-07_7e448a0f4e85/events.out.tfevents.1713227727.7e448a0f4e85.37887.0
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runs/Apr16_00-35-07_7e448a0f4e85/events.out.tfevents.1713228783.7e448a0f4e85.37887.1
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size 562
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