metadata
library_name: transformers
license: apache-2.0
base_model: google/flan-t5-large
tags:
- generated_from_trainer
metrics:
- rouge
model-index:
- name: flan-t5-large-dialoguSum_Solar_koen
results: []
flan-t5-large-dialoguSum_Solar_koen
This model is a fine-tuned version of google/flan-t5-large on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.9489
- Rouge1: 40.4427
- Rouge2: 19.2666
- Rougel: 35.3406
- Rougelsum: 37.153
- Gen Len: 18.9259
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 |
|---|---|---|---|---|---|---|---|---|
| 1.1391 | 1.0 | 12457 | 0.9631 | 39.7797 | 18.5492 | 35.1145 | 36.8184 | 18.8918 |
| 1.054 | 2.0 | 24914 | 0.9489 | 40.4427 | 19.2666 | 35.3406 | 37.153 | 18.9259 |
| 0.895 | 3.0 | 37371 | 0.9514 | 39.2746 | 18.1121 | 34.2658 | 35.963 | 18.8998 |
| 0.8201 | 4.0 | 49828 | 0.9508 | 39.8938 | 18.8547 | 35.1437 | 36.8985 | 18.8878 |
| 0.8495 | 5.0 | 62285 | 0.9553 | 39.5362 | 18.5342 | 34.8851 | 36.5751 | 18.9058 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1