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my_awesome_longformer_model
Dannyp0/my_awesome_longformer_model
my_awesome_longformer_model is a machine learning model from Dannyp0. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- led
- Access
- Public
- Created
- Mar 3, 2024
- Updated
- Mar 3, 2024
- SHA
- 9ce648c6
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
my_awesome_longformer_model
This model is a fine-tuned version of allenai/led-base-16384 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4077
- Rouge1: 0.0238
- Rouge2: 0.0067
- Rougel: 0.0222
- Rougelsum: 0.0239
- 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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- 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 | 1 | 2.8467 | 0.0088 | 0.0 | 0.0088 | 0.0086 | 20.0 |
| No log | 2.0 | 2 | 1.8386 | 0.0244 | 0.0032 | 0.0204 | 0.0219 | 20.0 |
| No log | 3.0 | 3 | 1.5336 | 0.0231 | 0.0048 | 0.0214 | 0.0228 | 20.0 |
| No log | 4.0 | 4 | 1.4077 | 0.0238 | 0.0067 | 0.0222 | 0.0239 | 20.0 |
Framework versions
- Transformers 4.38.1
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- led
- License
- apache-2.0
- Created
- Mar 3, 2024
- Updated
- Mar 3, 2024