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# llama2-7b-int4-dolly-15k-english-unsloth-neftune-packing

This model is a fine-tuned version of [unsloth/llama-2-7b](https://huggingface.co/unsloth/llama-2-7b) on the generator dataset.
It achieves the following results on the evaluation set:
- Loss: 1.2198

## 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: 6
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 3

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.2668        | 0.64  | 100  | 1.2312          |
| 1.1935        | 1.27  | 200  | 1.2221          |
| 1.1722        | 1.91  | 300  | 1.2176          |
| 1.145         | 2.55  | 400  | 1.2198          |


### Framework versions

- PEFT 0.7.2.dev0
- Transformers 4.37.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.16.2.dev0
- Tokenizers 0.15.0
{"license": "llama2", "library_name": "peft", "tags": ["trl", "sft", "unsloth", "generated_from_trainer"], "datasets": ["generator"], "base_model": "unsloth/llama-2-7b", "model-index": [{"name": "llama2-7b-int4-dolly-15k-english-unsloth-neftune-packing", "results": []}]}
peft safetensors trl sft unsloth generated_from_trainer dataset:generator base_model:unsloth/llama-2-7b license:llama2 region:us