metadata
library_name: transformers
license: apache-2.0
base_model: google/flan-t5-base
tags:
- generated_from_trainer
metrics:
- rouge
model-index:
- name: flan-t5-base-dialoguSum_Solar_koen
results: []
flan-t5-base-dialoguSum_Solar_koen
This model is a fine-tuned version of google/flan-t5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.8520
- Rouge1: 11.9395
- Rouge2: 3.75
- Rougel: 10.3395
- Rougelsum: 11.9395
- Gen Len: 13.0
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: 1e-05
- train_batch_size: 1
- eval_batch_size: 1
- 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 |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 5 | 2.9176 | 9.0824 | 3.75 | 9.0824 | 9.0824 | 11.6 |
| No log | 2.0 | 10 | 2.8520 | 11.9395 | 3.75 | 10.3395 | 11.9395 | 13.0 |
| No log | 3.0 | 15 | 2.8061 | 11.9395 | 3.75 | 10.3395 | 11.9395 | 13.0 |
| No log | 4.0 | 20 | 2.7792 | 7.3071 | 0.0 | 5.7 | 7.3071 | 16.2 |
| No log | 5.0 | 25 | 2.7691 | 10.1643 | 0.0 | 7.7381 | 10.1643 | 15.8 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1