metadata
license: apache-2.0
library_name: peft
tags:
- generated_from_trainer
base_model: google/flan-t5-large
metrics:
- rouge
model-index:
- name: flan-t5-large-peft-combinedhub
results: []
flan-t5-large-peft-combinedhub
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: 1.7712
- Rouge1: 43.5898
- Rouge2: 17.9519
- Rougel: 31.6266
- Rougelsum: 40.4599
- Gen Len: 100.2965
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: 5
- eval_batch_size: 5
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 1.911 | 1.0 | 3374 | 1.7750 | 43.3477 | 17.7556 | 31.5789 | 40.2601 | 96.8776 |
| 1.901 | 2.0 | 6748 | 1.7712 | 43.5898 | 17.9519 | 31.6266 | 40.4599 | 100.2965 |
Framework versions
- PEFT 0.10.0
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2