Downloads · 30 days
5
4% of all-time downloads
opus_mt_en_zh_AIchallenger
rickltt/opus_mt_en_zh_AIchallenger
opus_mt_en_zh_AIchallenger is a translation model from rickltt. Use it when you need text moved from one language to another. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
112
Public
Parameters
77.5M
336 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors310 MB · 91%
At a glance
- Task
- Translation
- Library
- transformers
- Model type
- marian
- Access
- Public
- Created
- Nov 28, 2024
- Updated
- Nov 28, 2024
- SHA
- 2fd497cd
Try a prompt
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. -->
opus_mt_en_zh_AIchallenger
This model is a fine-tuned version of opus-mt-en-zh on the AIChallenger2017 dataset. It achieves the following results on the evaluation set:
- Loss: 1.9379
- Bleu: 65.1489
- Meteor: 0.1558
- Gen Len: 12.4552
Model description
More information needed
Intended uses & limitations
This model is used to run the translation model on the client side.
Training and evaluation data
Dataset Source: https://tianchi.aliyun.com/dataset/174937
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 64
- eval_batch_size: 64
- seed: 2024
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Meteor | Gen Len |
|---|---|---|---|---|---|---|
| 2.2886 | 1.0 | 156250 | 2.0967 | 65.1489 | 0.1576 | 12.8416 |
| 2.1316 | 2.0 | 312500 | 2.0353 | 65.1489 | 0.1591 | 12.7059 |
| 2.05 | 3.0 | 468750 | 1.9878 | 65.1489 | 0.1612 | 12.7766 |
| 1.9868 | 4.0 | 625000 | 1.9567 | 65.1489 | 0.1619 | 12.7332 |
| 1.9345 | 5.0 | 781250 | 1.9379 | 65.1489 | 0.1615 | 12.7575 |
Framework versions
- Transformers 4.45.2
- Pytorch 2.5.0+cu124
- Datasets 3.0.1
- Tokenizers 0.20.1
- Task
- Translation
- Library
- transformers
- Type
- marian
- Languages
- en, zh
- Created
- Nov 28, 2024
- Updated
- Nov 28, 2024