Instructions to use atefmarzouk/my_awesome_billsum_model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use atefmarzouk/my_awesome_billsum_model with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("atefmarzouk/my_awesome_billsum_model") model = AutoModelForSeq2SeqLM.from_pretrained("atefmarzouk/my_awesome_billsum_model") - Notebooks
- Google Colab
- Kaggle
my_awesome_billsum_model
This model is a fine-tuned version of google-t5/t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.5855
- Rouge1: 0.1469
- Rouge2: 0.0523
- Rougel: 0.1211
- Rougelsum: 0.1211
- Gen Len: 20.0
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 62 | 2.8756 | 0.1334 | 0.041 | 0.1121 | 0.1121 | 20.0 |
| No log | 2.0 | 124 | 2.6646 | 0.1386 | 0.0457 | 0.1147 | 0.1148 | 20.0 |
| No log | 3.0 | 186 | 2.6016 | 0.145 | 0.0512 | 0.1196 | 0.1196 | 20.0 |
| No log | 4.0 | 248 | 2.5855 | 0.1469 | 0.0523 | 0.1211 | 0.1211 | 20.0 |
Framework versions
- Transformers 4.57.1
- Pytorch 2.9.0+cu128
- Datasets 4.3.0
- Tokenizers 0.22.1
- Downloads last month
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Base model
google-t5/t5-small