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english-marathi-colloquial-translator
shambhavi06/english-marathi-colloquial-translator
english-marathi-colloquial-translator is a machine learning model from shambhavi06. 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 peft. 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
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Feb 21, 2025
- Updated
- Feb 21, 2025
- SHA
- 0b5585c5
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. -->
english-marathi-colloquial-translator
This model is a fine-tuned version of unsloth/gemma-7b-bnb-4bit on the None dataset. It achieves the following results on the evaluation set:
- Loss: 13.3842
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: 0.0003
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 2
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 26.5567 | 2.0 | 2 | 11.1003 |
| 26.5722 | 4.0 | 4 | 11.1003 |
| 25.5259 | 6.0 | 6 | 12.9528 |
| 24.6423 | 8.0 | 8 | 13.9045 |
| 21.8809 | 10.0 | 10 | 13.3842 |
Framework versions
- PEFT 0.14.0
- Transformers 4.48.3
- Pytorch 2.5.1+cu124
- Datasets 3.3.2
- Tokenizers 0.21.0
- Library
- peft
- License
- apache-2.0
- Created
- Feb 21, 2025
- Updated
- Feb 21, 2025