Downloads · 30 days
8
3% of all-time downloads
flan-t5-base-5-5-cnndm
spacemanidol/flan-t5-base-5-5-cnndm
flan-t5-base-5-5-cnndm 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.
should probably proofread and complete it, then remove this comment. --
All-time downloads
309
Public
Repo size
1.7 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin858 MB · 100%
At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Feb 22, 2023
- Updated
- Feb 22, 2023
- SHA
- b1f37985
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. -->
base-5-5-t
This model is a fine-tuned version of asy/cnndm/base-5-5/ on the cnn_dailymail 3.0.0 dataset. It achieves the following results on the evaluation set:
- Loss: 1.4528
- Rouge1: 42.192
- Rouge2: 19.7186
- Rougel: 30.1187
- Rougelsum: 39.3784
- Gen Len: 73.5605
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: 2
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 32
- 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
Training results
Framework versions
- Transformers 4.27.0.dev0
- Pytorch 1.13.0+cu117
- Datasets 2.7.1
- Tokenizers 0.12.1
- Library
- transformers
- Type
- t5
- Created
- Feb 22, 2023
- Updated
- Feb 22, 2023