---
library_name: peft
license: apache-2.0
base_model: unsloth/tinyllama-chat-bnb-4bit
tags:
- unsloth
- generated_from_trainer
model-index:
- name: hindi-bengali-translator
  results: []
---

<!-- 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. -->

# hindi-bengali-translator

This model is a fine-tuned version of [unsloth/tinyllama-chat-bnb-4bit](https://huggingface.co/unsloth/tinyllama-chat-bnb-4bit) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 9.0804

## 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: 0.0001
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 32
- 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_ratio: 0.1
- num_epochs: 10
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch  | Step | Validation Loss |
|:-------------:|:------:|:----:|:---------------:|
| 10.0309       | 0.9906 | 92   | 9.5557          |
| 3.9824        | 1.9906 | 184  | 9.3047          |
| 3.9119        | 2.9906 | 276  | 9.2470          |
| 3.8886        | 3.9906 | 368  | 9.1900          |
| 3.8639        | 4.9906 | 460  | 9.1643          |
| 3.8628        | 5.9906 | 552  | 9.1318          |
| 3.9097        | 6.9906 | 644  | 9.1108          |
| 3.8363        | 7.9906 | 736  | 9.0947          |
| 3.8156        | 8.9906 | 828  | 9.0838          |
| 3.8048        | 9.9906 | 920  | 9.0804          |


### Framework versions

- PEFT 0.14.0
- Transformers 4.48.3
- Pytorch 2.5.1+cu121
- Datasets 3.3.0
- Tokenizers 0.21.0