
<!-- 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. -->

# OpenHathi-7B-Hi-v0.1-Instruct

This model is a fine-tuned version of [sarvamai/OpenHathi-7B-Hi-v0.1-Base](https://huggingface.co/sarvamai/OpenHathi-7B-Hi-v0.1-Base) on the generator dataset.
It achieves the following results on the evaluation set:
- Loss: 1.2082

## 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: 4
- seed: 100
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 3.0
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.7258        | 1.0   | 159  | 1.2687          |
| 1.5829        | 2.0   | 318  | 1.2150          |
| 1.5644        | 3.0   | 477  | 1.2082          |


### Framework versions

- PEFT 0.7.2.dev0
- Transformers 4.37.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0
{"license": "llama2", "library_name": "peft", "tags": ["trl-sft", "generated_from_trainer"], "datasets": ["generator"], "base_model": "sarvamai/OpenHathi-7B-Hi-v0.1-Base", "model-index": [{"name": "OpenHathi-7B-Hi-v0.1-Instruct", "results": []}]}
peft tensorboard safetensors trl-sft generated_from_trainer dataset:generator base_model:sarvamai/OpenHathi-7B-Hi-v0.1-Base license:llama2 has_space region:us