---
license: cc-by-nc-4.0
base_model: MBZUAI/LaMini-Flan-T5-248M
tags:
- generated_from_trainer
metrics:
- rouge
model-index:
- name: Lamini-fal-prompt-enchance
  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. -->

# Lamini-fal-prompt-enchance

This model is a fine-tuned version of [MBZUAI/LaMini-Flan-T5-248M](https://huggingface.co./MBZUAI/LaMini-Flan-T5-248M) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.9041
- Rouge1: 20.9035
- Rouge2: 9.3637
- Rougel: 17.2527
- Rougelsum: 17.2667
- Gen Len: 19.0

## 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: 5e-05
- train_batch_size: 64
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5

### Training results

| Training Loss | Epoch | Step | Validation Loss | Rouge1  | Rouge2 | Rougel  | Rougelsum | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:-------:|:---------:|:-------:|
| 2.2667        | 1.0   | 1087 | 2.0387          | 20.8796 | 9.0801 | 17.1295 | 17.1457   | 19.0    |
| 2.1479        | 2.0   | 2174 | 1.9617          | 20.9168 | 9.2939 | 17.2554 | 17.2756   | 19.0    |
| 2.0904        | 3.0   | 3261 | 1.9266          | 20.9394 | 9.3389 | 17.2804 | 17.3005   | 19.0    |
| 2.0609        | 4.0   | 4348 | 1.9096          | 20.9855 | 9.3774 | 17.2773 | 17.2923   | 19.0    |
| 2.0464        | 5.0   | 5435 | 1.9041          | 20.9035 | 9.3637 | 17.2527 | 17.2667   | 19.0    |


### Framework versions

- Transformers 4.42.3
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1