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# 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: 1.1177
- Rouge1: 52.381
- Rouge2: 46.1905
- Rougel: 52.381
- Rougelsum: 52.381
- Gen Len: 14.5

## 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   | 7    | 1.0968          | 34.5238 | 28.8889 | 34.5238 | 34.5238   | 12.0    |
| No log        | 2.0   | 14   | 1.1620          | 40.2778 | 30.5556 | 40.2778 | 40.2778   | 12.0    |
| No log        | 3.0   | 21   | 1.1408          | 53.5714 | 47.7778 | 53.5714 | 53.869    | 15.3333 |
| No log        | 4.0   | 28   | 1.1966          | 43.4524 | 34.4444 | 43.4524 | 43.4524   | 14.3333 |
| No log        | 5.0   | 35   | 1.2071          | 47.619  | 34.4444 | 48.2143 | 48.2143   | 15.3333 |
| No log        | 6.0   | 42   | 1.1328          | 37.3016 | 32.8571 | 37.3016 | 37.3016   | 14.3333 |
| No log        | 7.0   | 49   | 1.0874          | 37.3016 | 32.8571 | 37.3016 | 37.3016   | 14.3333 |
| No log        | 8.0   | 56   | 1.0944          | 52.381  | 46.1905 | 52.381  | 52.381    | 13.6667 |
| No log        | 9.0   | 63   | 1.1165          | 52.381  | 46.1905 | 52.381  | 52.381    | 13.6667 |
| No log        | 10.0  | 70   | 1.1177          | 52.381  | 46.1905 | 52.381  | 52.381    | 14.5    |


### Framework versions

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

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["rouge"], "base_model": "google/flan-t5-small", "model-index": [{"name": "maximo-t5-chat", "results": []}]}
transformers tensorboard safetensors t5 text2text-generation generated_from_trainer base_model:google/flan-t5-small license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us