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long-ke-t5-base-translation-aihub-bidirection
KETI-AIR-Downstream/long-ke-t5-base-translation-aihub-bidirection
long-ke-t5-base-translation-aihub-bidirection is a translation model from KETI-AIR-Downstream. Use it when you need text moved from one language to another. 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
- Task
- Translation
- Library
- transformers
- License
- apache-2.0
- Model type
- longt5
- Access
- Public
- Created
- Apr 28, 2023
- Updated
- Sep 18, 2023
- SHA
- 1d579c94
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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. -->
ko2en_bidirection2
This model is a fine-tuned version of KETI-AIR/long-ke-t5-base on the KETI-AIR/aihub_koenzh_food_translation,KETI-AIR/aihub_scitech_translation,KETI-AIR/aihub_scitech20_translation,KETI-AIR/aihub_socialtech20_translation,KETI-AIR/aihub_spoken_language_translation koen,none,none,none,none dataset. It achieves the following results on the evaluation set:
- Loss: 0.5716
- Bleu: 51.5949
- Gen Len: 28.8348
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: 0.001
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- total_train_batch_size: 128
- total_eval_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 0.7004 | 1.0 | 187524 | 0.6461 | 28.0622 | 17.8368 |
| 0.6176 | 2.0 | 375048 | 0.5967 | 29.3033 | 17.8281 |
| 0.5642 | 3.0 | 562572 | 0.5716 | 30.0045 | 17.8366 |
Framework versions
- Transformers 4.25.1
- Pytorch 1.12.0
- Datasets 2.8.0
- Tokenizers 0.13.2
- Task
- Translation
- Library
- transformers
- Type
- longt5
- License
- apache-2.0
- Languages
- ko, en
- Created
- Apr 28, 2023
- Updated
- Sep 18, 2023