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# mistral-7b-bnb-4bit-base-dolly-15k-english-unsloth-w-packing

This model is a fine-tuned version of [unsloth/mistral-7b-bnb-4bit](https://huggingface.co/unsloth/mistral-7b-bnb-4bit) on the generator dataset.
It achieves the following results on the evaluation set:
- Loss: 1.3099

## 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 |
|:-------------:|:-----:|:----:|:---------------:|
| 1.3157        | 0.68  | 100  | 1.2756          |
| 1.2042        | 1.36  | 200  | 1.2755          |
| 1.1548        | 2.04  | 300  | 1.2928          |
| 1.0348        | 2.72  | 400  | 1.3099          |


### 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": "apache-2.0", "library_name": "peft", "tags": ["trl", "sft", "unsloth", "generated_from_trainer"], "datasets": ["generator"], "base_model": "unsloth/mistral-7b-bnb-4bit", "model-index": [{"name": "mistral-7b-bnb-4bit-base-dolly-15k-english-unsloth-w-packing", "results": []}]}
peft safetensors trl sft unsloth generated_from_trainer dataset:generator base_model:unsloth/mistral-7b-bnb-4bit license:apache-2.0 region:us