Downloads · 30 days
10
20% of all-time downloads
thsum_mt5-thai-sentence-sum
drive087/thsum_mt5-thai-sentence-sum
thsum_mt5-thai-sentence-sum is a machine learning model from drive087. 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
50
Public
Repo size
4.7 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin2.3 GB · 99%
At a glance
- Library
- transformers
- Model type
- mt5
- Access
- Public
- Created
- Mar 8, 2023
- Updated
- Mar 8, 2023
- SHA
- 7e14dbb0
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. -->
thsum_model
This model is a fine-tuned version of thanathorn/mt5-cpe-kmutt-thai-sentence-sum on an unknown dataset. It achieves the following results on the evaluation set:
- eval_loss: 2.3515
- eval_rouge1: 0.078
- eval_rouge2: 0.0161
- eval_rougeL: 0.0782
- eval_rougeLsum: 0.0776
- eval_gen_len: 18.96
- eval_runtime: 231.707
- eval_samples_per_second: 4.316
- eval_steps_per_second: 2.158
- epoch: 3.33
- step: 2500
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: 4
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2000
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.1+cu116
- Datasets 2.10.1
- Tokenizers 0.13.2
- Library
- transformers
- Type
- mt5
- Created
- Mar 8, 2023
- Updated
- Mar 8, 2023