metadata
license: apache-2.0
base_model: google/flan-t5-base
tags:
- generated_from_trainer
model-index:
- name: flan-t5-base-dialogsum-summarization
results: []
flan-t5-base-dialogsum-summarization
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:
- eval_loss: 1.2399
- eval_rouge1: 38.7981
- eval_rouge2: 14.9183
- eval_rougeL: 32.7218
- eval_rougeLsum: 34.5266
- eval_gen_len: 18.896
- eval_runtime: 195.7294
- eval_samples_per_second: 7.664
- eval_steps_per_second: 0.639
- epoch: 1.0
- step: 1039
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: 12
- eval_batch_size: 12
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Framework versions
- Transformers 4.38.1
- Pytorch 2.1.2
- Datasets 2.17.1
- Tokenizers 0.15.1