---
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: tinygram
  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. -->

# tinygram

This model is a fine-tuned version of [google/t5-efficient-tiny-nh32](https://huggingface.co/google/t5-efficient-tiny-nh32) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4318

## 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: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step  | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 1.4129        | 1.0   | 1875  | 0.7042          |
| 0.8989        | 2.0   | 3750  | 0.5567          |
| 0.7689        | 3.0   | 5625  | 0.5098          |
| 0.7041        | 4.0   | 7500  | 0.4821          |
| 0.6824        | 5.0   | 9375  | 0.4634          |
| 0.6456        | 6.0   | 11250 | 0.4511          |
| 0.6241        | 7.0   | 13125 | 0.4440          |
| 0.6194        | 8.0   | 15000 | 0.4364          |
| 0.609         | 9.0   | 16875 | 0.4328          |
| 0.6042        | 10.0  | 18750 | 0.4318          |


### Framework versions

- Transformers 4.25.1
- Pytorch 1.13.0+cu116
- Datasets 2.8.0
- Tokenizers 0.13.2