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mistral-7b-belebele-lora-ckb-arab
xummer/mistral-7b-belebele-lora-ckb-arab
mistral-7b-belebele-lora-ckb-arab 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 10, 2026
- Updated
- Mar 10, 2026
- SHA
- d3c44d77
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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_ckb_Arab
This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.3 on the belebele_ckb_Arab_train dataset. It achieves the following results on the evaluation set:
- Loss: 0.1180
- Accuracy: 0.9565
- Mcq Accuracy: 0.2317
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 |
|---|---|---|---|---|---|
| 0.3429 | 1.1111 | 40 | 0.1088 | 0.9552 | 0.2195 |
| 0.0672 | 2.2222 | 80 | 0.1118 | 0.9568 | 0.2561 |
| 0.0578 | 3.3333 | 120 | 0.1078 | 0.9543 | 0.1951 |
| 0.0500 | 4.4444 | 160 | 0.1178 | 0.9571 | 0.2561 |
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 10, 2026
- Updated
- Mar 10, 2026