Downloads · 30 days
11
11% of all-time downloads
hausaenglishchatbotmodel
msmaje/hausaenglishchatbotmodel
hausaenglishchatbotmodel is a machine learning model from msmaje. 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
96
Public
Parameters
133M
535 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors534 MB · 99%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- marian
- Access
- Public
- Created
- Feb 27, 2026
- Updated
- Feb 27, 2026
- SHA
- c4e3f45b
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. -->
hausaenglishchatbotmodel
This model is a fine-tuned version of Helsinki-NLP/opus-mt-ha-en on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1336
- Bleu: 8.9109
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: 3e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 15
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu |
|---|---|---|---|---|
| No log | 1.0 | 33 | 0.1666 | 5.4192 |
| No log | 2.0 | 66 | 0.1532 | 15.0023 |
| No log | 3.0 | 99 | 0.1466 | 14.3780 |
| No log | 4.0 | 132 | 0.1448 | 15.1544 |
| No log | 5.0 | 165 | 0.1433 | 15.4036 |
| No log | 6.0 | 198 | 0.1425 | 14.6474 |
| No log | 7.0 | 231 | 0.1418 | 14.1405 |
| No log | 8.0 | 264 | 0.1417 | 20.3918 |
| No log | 9.0 | 297 | 0.1420 | 14.2228 |
| No log | 10.0 | 330 | 0.1415 | 20.6111 |
| No log | 11.0 | 363 | 0.1418 | 19.4349 |
| No log | 12.0 | 396 | 0.1417 | 19.0929 |
| No log | 13.0 | 429 | 0.1419 | 19.9174 |
| No log | 14.0 | 462 | 0.1419 | 19.9016 |
| No log | 15.0 | 495 | 0.1418 | 19.8220 |
Framework versions
- Transformers 5.2.0
- Pytorch 2.9.0+cu126
- Datasets 4.0.0
- Tokenizers 0.22.2
- Library
- transformers
- Type
- marian
- License
- apache-2.0
- Created
- Feb 27, 2026
- Updated
- Feb 27, 2026