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llama3-1-8b-belebele-lora-hin-deva
xummer/llama3-1-8b-belebele-lora-hin-deva
llama3-1-8b-belebele-lora-hin-deva is a text generation model from xummer. Use it when you need the model to write or continue text. It is set up for peft. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- peft
- License
- other
- Access
- Public
- Created
- Mar 3, 2026
- Updated
- Mar 3, 2026
- SHA
- 05aa017e
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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. -->
belebele_hin_Deva
This model is a fine-tuned version of meta-llama/Meta-Llama-3.1-8B-Instruct on the belebele_hin_Deva_train dataset. It achieves the following results on the evaluation set:
- Loss: 0.0567
- Accuracy: 0.9857
- Mcq Accuracy: 0.7889
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: 0.0002
- train_batch_size: 16
- eval_batch_size: 16
- 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: cosine
- lr_scheduler_warmup_steps: 0.1
- num_epochs: 5.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Mcq Accuracy |
|---|---|---|---|---|---|
| 0.0512 | 1.0 | 40 | 0.0473 | 0.9787 | 0.7667 |
| 0.0248 | 2.0 | 80 | 0.0439 | 0.9787 | 0.7444 |
| 0.0012 | 3.0 | 120 | 0.0630 | 0.9836 | 0.7778 |
| 0.0079 | 4.0 | 160 | 0.0607 | 0.9847 | 0.7778 |
| 0.0003 | 5.0 | 200 | 0.0567 | 0.9857 | 0.7889 |
Framework versions
- PEFT 0.18.1
- Transformers 5.2.0
- Pytorch 2.10.0+cu128
- Datasets 4.0.0
- Tokenizers 0.22.2
- Task
- Text Generation
- Library
- peft
- License
- other
- Created
- Mar 3, 2026
- Updated
- Mar 3, 2026