---
library_name: peft
license: apache-2.0
base_model: unsloth/tinyllama-chat-bnb-4bit
tags:
- unsloth
- generated_from_trainer
model-index:
- name: english-telugu-colloquial-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. -->

# english-telugu-colloquial-translator

This model is a fine-tuned version of [unsloth/tinyllama-chat-bnb-4bit](https://huggingface.co/unsloth/tinyllama-chat-bnb-4bit) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 9.3023

## 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 |
|:-------------:|:-----:|:----:|:---------------:|
| 14.9333       | 1.0   | 2    | 9.3022          |
| 14.8712       | 2.0   | 4    | 9.3022          |
| 14.8529       | 3.0   | 6    | 9.3022          |
| 14.8866       | 4.0   | 8    | 9.3022          |
| 14.8956       | 5.0   | 10   | 9.3022          |
| 14.9002       | 6.0   | 12   | 9.3022          |
| 14.9378       | 7.0   | 14   | 9.3022          |
| 14.9036       | 8.0   | 16   | 9.3021          |
| 10.3845       | 9.0   | 18   | 9.3023          |
| 9.9248        | 10.0  | 20   | 9.3023          |


### Framework versions

- PEFT 0.14.0
- Transformers 4.48.3
- Pytorch 2.6.0+cu124
- Datasets 3.3.0
- Tokenizers 0.21.0