Downloads · 30 days
15
2% of all-time downloads
flan-t5-large-xsum
spacemanidol/flan-t5-large-xsum
flan-t5-large-xsum is a machine learning model from spacemanidol. 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. --
All-time downloads
693
Public
Parameters
783M
6.3 GB on disk
Likes
2
Public
Repo makeup
Click a slice to open those files.
.bin3.1 GB · 50%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Feb 17, 2023
- Updated
- Jul 5, 2023
- SHA
- 0032ec90
Datasets
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. -->
large
This model is a fine-tuned version of google/flan-t5-large on the xsum dataset. It achieves the following results on the evaluation set:
- Loss: nan
- Rouge1: 39.7125
- Rouge2: 16.3418
- Rougel: 31.7246
- Rougelsum: 31.7214
- Gen Len: 26.7397
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: 0.0001
- train_batch_size: 8
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- num_epochs: 3.0
- mixed_precision_training: Native AMP
Training results
Framework versions
- Transformers 4.27.0.dev0
- Pytorch 1.9.0+cu111
- Datasets 2.5.1
- Tokenizers 0.12.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Feb 17, 2023
- Updated
- Jul 5, 2023