transformers pytorch t5 text2text-generation generated_from_trainer base_model:google/flan-t5-small base_model:finetune:google/flan-t5-small license:apache-2.0 autotrain_compatible text-generation-inference endpoints_compatible region:us
---
base_model: google/flan-t5-small
license: apache-2.0
metrics:
- bleu
tags:
- generated_from_trainer
model-index:
- name: t-finetuned-event-extract
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# t-finetuned-event-extract

This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.6432
- Bleu: 0.0000
- Precisions: [0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246, 0.8690476190476191, 0.7468354430379747, 0.6621621621621622, 0.5942028985507246]
- Brevity Penalty: 0.0000
- Length Ratio: 4.2275
- Translation Length: 8400
- Reference Length: 198700
- Gen Len: 9.1818

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 6

### Training results

| Training Loss | Epoch | Step | Validation Loss | Bleu   | Precisions                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       | Brevity Penalty | Length Ratio | Translation Length | Reference Length | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:------:|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|:---------------:|:------------:|:------------------:|:----------------:|:-------:|
| No log        | 1.0   | 59   | 1.3111          | 0.0001 | [0.6115107913669064, 0.421875, 0.28205128205128205, 0.16822429906542055, 0.6115107913669064, 0.421875, 0.28205128205128205, 0.16822429906542055, 0.6115107913669064, 0.421875, 0.28205128205128205, 0.16822429906542055, 0.6115107913669064, 0.421875, 0.28205128205128205, 0.16822429906542055, 0.6115107913669064, 0.421875, 0.28205128205128205, 0.16822429906542055, 0.6115107913669064, 0.421875, 0.28205128205128205, 0.16822429906542055, 0.6115107913669064, 0.421875, 0.28205128205128205, 0.16822429906542055, 0.6115107913669064, 0.421875, 0.28205128205128205, 0.16822429906542055, 0.6115107913669064, 0.421875, 0.28205128205128205, 0.16822429906542055, 0.6115107913669064, 0.421875, 0.28205128205128205, 0.16822429906542055, 0.6115107913669064, 0.421875, 0.28205128205128205, 0.16822429906542055, 0.6115107913669064, 0.421875, 0.28205128205128205, 0.16822429906542055, 0.6115107913669064, 0.421875, 0.28205128205128205, 0.16822429906542055, 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                                                                                                                                 | 0.0002          | 6.9955       | 13900              | 198700           | 17.4545 |
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                                                                                   | 0.0020          | 8.4550       | 16800              | 198700           | 17.5455 |
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### Framework versions

- Transformers 4.34.1
- Pytorch 2.1.0+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1
