generated_from_trainer base_model:google/t5-v1_1-large license:apache-2.0 region:us
---
license: apache-2.0
base_model: google/t5-v1_1-large
tags:
- generated_from_trainer
model-index:
- name: ghc-google-t5-v1_1-large-intra_model-dataset-frequency-human_annots_str_mse
  results: []
---

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# ghc-google-t5-v1_1-large-intra_model-dataset-frequency-human_annots_str_mse

This model is a fine-tuned version of [google/t5-v1_1-large](https://huggingface.co/google/t5-v1_1-large) on the None dataset.
It achieves the following results on the evaluation set:
- Train Loss: 9.2447
- Loss: 0.2307
- Losses: [9, 9, 10, 17, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 10, 9, 11, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 11, 9, 9, 9, 9, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 11, 10, 10, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 11, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 11, 10, 10, 11, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 10, 10, 11, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 10, 9, 11, 9, 9, 9, 10, 9, 11, 9, 9, 10, 9, 10, 9, 9, 9, 10, 10, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 10, 9, 9, 9, 10, 9, 9, 11, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 11, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 10, 9, 11, 9, 9, 9, 9, 9, 9, 11, 10, 11, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 10, 9, 9, 9, 10, 9, 11, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 10, 9, 11, 10, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 11, 9, 10, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 9, 10, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 11, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 9, 9, 11, 9, 10, 9, 10, 9, 10, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 10, 9, 9, 10, 9, 9, 10, 9, 9, 10, 9, 9, 10, 9, 9, 11, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 11, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 10, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 10, 11, 9, 9, 9, 9, 9, 9, 11, 11, 9, 9, 10, 9, 10, 9, 9, 9, 10, 9, 9, 9, 10, 9, 9, 10, 9, 9, 10, 9, 9, 11, 9, 9, 9, 10, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 11, 10, 9, 11, 9, 9, 9, 9, 9, 9, 9, 9, 10, 11, 9, 10, 9, 9, 9, 10, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 11, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 11, 9, 10, 9, 9, 11, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 10, 9, 9, 9, 10, 9, 11, 9, 9, 9, 11, 9, 9, 10, 11, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 10, 11, 9, 9, 9, 10, 10, 9, 9, 9, 10, 9, 9, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 11, 9, 9, 9, 10, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 11, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 10, 9, 11, 10, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 10, 9, 9, 10, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 11, 9, 9, 10, 9, 9, 9, 10, 10, 9, 10, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 11, 9, 9, 9, 11, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 11, 11, 9, 10, 9, 9, 9, 9, 9, 11, 9, 9, 10, 9, 9, 9, 9, 9, 10, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 11, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 10, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 10, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 11, 10, 10, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 9, 9, 9, 9, 11, 9, 9, 9, 10, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 10, 11, 9, 10, 9, 9, 9, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 11, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 10, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 10, 9, 10, 9, 11, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 11, 9, 9, 10, 9, 9, 9, 9, 9, 9, 10, 9, 10, 9, 9, 9, 10, 9, 9, 11, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 10, 11, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 11, 9, 10, 9, 9, 11, 9, 9, 9, 9, 9, 9, 10, 11, 9, 9, 9, 9, 11, 10, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 10, 9, 9, 9, 9, 9, 10, 9, 9, 9, 9, 9, 11, 9, 9, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 9, 11, 9, 9, 9, 9, 10, 9, 9, 11, 9, 9, 9, 10]

## 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: 0.0001
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 200

### Training results

| Training Loss | Epoch | Step  | Train Loss | Validation Loss | Losses                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             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| 3.4474        | 1.0   | 345   | 10.8416    | 2.5994          | [10, 7.2, 11, 11, 10, 11, 9, 12, 10, 11, 10, 11, 10, 10, 10, 11, 11, 11, 10, 10, 11, 10, 10.8, 11, 11, 11, 11, 11, 10, 11, 22, 10, 10, 11, 10, 10, 11, 10, 10, 11.700000000000001, 11, 10, 10, 11, 12, 10, 10, 10.8, 9, 11, 11, 11, 11, 11, 10, 11, 10, 11, 10, 11, 9, 8, 11, 10, 10, 10, 11, 9, 10, 11, 11, 11, 10.8, 11, 10, 11, 11, 11, 11, 10, 11, 10, 9, 11, 10, 9, 11, 11, 10, 14, 11, 10, 11, 11, 11, 22, 11, 10, 11, 11, 11, 10, 11, 10.8, 11, 10, 11.700000000000001, 11, 10, 10, 11, 10, 11, 10, 11, 10, 11, 11, 10, 11, 10, 8, 11, 11, 11, 10, 11, 11, 10, 11, 10, 10, 9, 11, 11, 11, 11, 11, 10, 10, 11, 11, 11, 11, 12, 11, 8, 11, 9, 9, 22, 11, 10, 12, 10, 11, 11, 11, 10, 10, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 10, 22, 10, 11, 10, 11, 10, 10, 10, 11, 11, 10, 11, 12, 11, 10, 11, 11, 10, 11, 10, 9, 10, 11, 11, 11, 11, 10.8, 8, 10, 11, 11, 9, 11, 10, 11, 22, 11, 9, 10, 9, 10, 10, 10, 11, 10, 10, 8, 10, 11, 11, 10, 22, 11, 10, 9, 10, 8, 9.0, 11, 11, 11, 10, 11, 11, 10, 10, 10, 10, 11, 11, 10, 10, 11, 10, 11, 11, 11, 11, 10, 9, 10, 12, 11, 11.700000000000001, 10, 11, 10, 8, 9, 11, 11, 11, 11, 11, 11, 11, 11, 10, 29.7, 11.700000000000001, 10, 11.700000000000001, 11, 11, 8, 11, 10, 11, 10, 10, 11, 10, 11, 11, 10, 11, 11, 11, 11, 10, 10, 11, 11, 10, 10, 11, 11, 11, 11, 11, 8, 11, 22, 10, 10, 10, 10.8, 11, 11, 11, 11, 11, 11, 11, 10, 11, 11, 10.8, 11, 10, 11, 11, 15, 10, 11, 11, 10, 11, 11, 10, 11.700000000000001, 11, 10, 22, 11, 10, 10, 9, 11, 11, 9, 10, 9, 9, 10, 11, 11, 11, 11, 11, 10, 10, 10, 11, 11, 11, 10, 10, 10, 10, 11, 10, 10, 10, 10, 11, 11, 10, 10, 11, 10, 34.2, 16, 10, 11.700000000000001, 9, 10, 10, 11, 11, 11, 11, 10, 10, 10, 11, 9, 10, 10, 10, 10, 10, 10, 11, 11, 11, 10, 11, 11, 8, 13, 11, 22, 11, 8, 8, 10, 9, 11, 10, 11, 10, 10, 11, 11, 11, 11, 11, 11, 11, 10, 10, 11, 11, 11, 10, 11, 10, 11, 11, 10, 11, 22, 11, 11, 10, 10, 11, 10, 10, 11, 11, 11, 22, 11, 11, 10, 10, 10, 11, 11, 11, 11, 10, 11, 10, 11, 11, 11, 10, 16, 10, 22, 11, 9, 11, 12, 11, 11, 11, 10, 10, 10, 10, 11, 11, 11, 11, 22, 10.8, 11, 10, 11, 8, 10, 10, 11.700000000000001, 10, 11, 11, 10, 10, 11, 10, 22, 10, 11, 11, 11, 10, 11, 10, 10, 8, 13.5, 11, 11, 22, 11, 11, 10, 11, 11, 11, 11, 11, 11, 8, 10, 11, 11, 11, 11, 10, 11, 10, 11, 10, 11, 11, 11, 10, 10, 12, 11, 10, 11, 11, 11, 11, 11, 10, 9, 11, 10, 11, 10.8, 11, 11, 10, 11, 10.8, 11, 10, 11.700000000000001, 11, 11, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 11, 11, 10, 11, 11, 12, 11, 10, 8, 11, 11, 10, 10.8, 10.8, 11, 10, 9, 8, 11, 10, 10.8, 10, 11, 22, 11, 11, 11, 11, 10.8, 11, 10, 11, 10, 11, 11, 9, 11, 11, 9, 11, 10, 10, 11, 11, 11, 10, 22, 11, 11, 10, 11, 11, 11, 11, 10, 11, 11, 10, 10, 11, 11, 10, 10, 22, 10, 22, 10, 11, 10.8, 11, 11, 11, 10, 11, 11, 11, 11, 22, 11, 10, 10.8, 11, 10, 10, 11, 11.700000000000001, 11, 11, 10, 11, 10, 11, 11, 11, 11, 10, 10, 10, 10, 10, 8, 11, 11, 10, 9, 11, 10, 11, 11, 9, 10, 11, 21, 10.8, 8, 13, 11, 11, 11, 10, 11, 11, 10, 11, 11, 11, 11, 11, 11, 11, 11, 10, 10, 11, 11, 11, 11, 11, 10, 11, 11, 10, 10, 11, 11, 10, 11, 11, 11, 11, 10, 9, 9, 8, 11, 10, 11, 11, 10, 10, 11.700000000000001, 11, 11, 11, 10.8, 10, 11, 8, 10, 10, 9, 11, 10, 11, 10, 10, 10, 10, 11, 11, 10, 9, 10.8, 11, 11, 10, 11, 10, 11, 11, 11, 10, 11, 9, 10, 8, 11, 21, 10, 11, 9, 10, 11, 11, 11, 10, 11, 11, 11, 10, 12.600000000000001, 11, 22, 10, 11, 10, 22, 10, 10, 10, 11, 11, 15, 10, 11, 11, 11, 11, 11, 10, 11, 11, 8, 10, 11, 10, 10, 10, 8, 10, 12, 10.8, 11, 10, 8, 10, 22, 11, 11, 11, 11, 11, 11, 10, 11, 11, 10.8, 11, 11, 10, 10, 10, 10, 10, 11, 10, 10.8, 10.8, 10, 11, 10, 11, 11, 9, 10, 11, 11, 10, 11, 10, 10.8, 10, 10, 11, 12, 11, 10, 10, 11, 11, 11, 10.8, 9.0, 10.8, 11, 10, 10, 10, 11, 11, 11, 9, 10, 10.8, 10, 10, 11, 11, 21, 11, 10, 11, 10, 11, 10, 11, 11, 9, 11, 11, 11, 11, 11, 11, 11, 10, 11, 11, 11, 11, 11, 11, 11, 11, 10, 11, 11, 10.8, 10, 9, 11, 10, 10, 10, 11, 9, 11, 11, 9, 11, 11, 10, 10, 11, 11, 11, 11, 11, 11, 11, 11, 10, 10, 11, 11, 10, 11, 11, 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| 1.9866        | 2.0   | 690   | 9.8948     | 2.0826          | [10, 9, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 9, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 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| 0.0368        | 28.0  | 9660  | 9.0        | 0.0294          | [9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 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9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9]                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |


### Framework versions

- Transformers 4.34.0
- Pytorch 2.1.0+cu121
- Datasets 2.6.1
- Tokenizers 0.14.1
