---
license: apache-2.0
base_model: google/flan-t5-small
tags:
- generated_from_trainer
metrics:
- rouge
model-index:
- name: maximo-t5-chat
  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. -->

# maximo-t5-chat

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: 1.1056
- Rouge1: 59.8095
- Rouge2: 47.0
- Rougel: 59.8095
- Rougelsum: 59.8095
- Gen Len: 14.6

## 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: 0.0005
- train_batch_size: 8
- 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 | Rouge1  | Rouge2 | Rougel  | Rougelsum | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:-------:|:---------:|:-------:|
| No log        | 1.0   | 5    | 2.8921          | 15.7143 | 0.0    | 15.7143 | 15.0      | 7.2     |
| No log        | 2.0   | 10   | 2.1172          | 19.0    | 0.0    | 19.1905 | 18.5714   | 8.2     |
| No log        | 3.0   | 15   | 1.7513          | 33.7143 | 20.0   | 34.0    | 33.3333   | 7.8     |
| No log        | 4.0   | 20   | 1.4905          | 46.7143 | 34.0   | 47.0476 | 46.7143   | 12.3    |
| No log        | 5.0   | 25   | 1.3527          | 55.5714 | 39.0   | 55.4762 | 54.5714   | 12.9    |
| No log        | 6.0   | 30   | 1.3376          | 58.0952 | 39.0   | 58.0952 | 57.4286   | 13.6    |
| No log        | 7.0   | 35   | 1.2002          | 58.5714 | 39.0   | 58.5714 | 57.8095   | 13.3    |
| No log        | 8.0   | 40   | 1.1349          | 55.0476 | 39.0   | 54.5714 | 54.5714   | 14.3    |
| No log        | 9.0   | 45   | 1.1106          | 59.8095 | 47.0   | 59.8095 | 59.8095   | 14.6    |
| No log        | 10.0  | 50   | 1.1056          | 59.8095 | 47.0   | 59.8095 | 59.8095   | 14.6    |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0