metadata
license: apache-2.0
base_model: google/flan-t5-base
tags:
- generated_from_trainer
metrics:
- rouge
model-index:
- name: Chatbot_Model_Trial
results: []
Chatbot_Model_Trial
This model is a fine-tuned version of google/flan-t5-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5584
- Rouge1: 56.2154
- Rouge2: 45.5
- Rougel: 56.1576
- Rougelsum: 56.2154
- Gen Len: 15.375
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: 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 10 | 0.7558 | 54.0149 | 42.5 | 54.2148 | 54.2148 | 14.5 |
| No log | 2.0 | 20 | 0.5950 | 48.8456 | 37.5 | 49.3056 | 49.4769 | 14.75 |
| No log | 3.0 | 30 | 0.5723 | 48.8456 | 37.5 | 49.3056 | 49.4769 | 14.75 |
| No log | 4.0 | 40 | 0.5624 | 48.8456 | 37.5 | 49.3056 | 49.4769 | 14.75 |
| No log | 5.0 | 50 | 0.5584 | 56.2154 | 45.5 | 56.1576 | 56.2154 | 15.375 |
Framework versions
- Transformers 4.35.0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1