metadata
license: apache-2.0
base_model: distilgpt2
tags:
- generated_from_trainer
datasets:
- squad
model-index:
- name: SQuAD
results: []
language:
- en
metrics:
- perplexity
SQuAD
This model is a fine-tuned version of distilgpt2 on the squad dataset. It achieves the following results on the evaluation set:
- Loss: 3.4688
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: 2e-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: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 13 | 3.6984 |
| No log | 2.0 | 26 | 3.5247 |
| No log | 3.0 | 39 | 3.4688 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.1.0+cpu
- Datasets 2.15.0
- Tokenizers 0.14.1