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# Assistant Dolphin 2.2.1 Mistral 7B (1 epoch) QLoRA

This model is a 1 epoch fine-tuned version of [cognitivecomputations/dolphin-2.2.1-mistral-7b](https://huggingface.co/cognitivecomputations/dolphin-2.2.1-mistral-7b) on the OneOS dataset.

## Model description

Assistant Dolphin 2.2.1 Mistral 7B is a fine-tuned version of the [cognitivecomputations/dolphin-2.2.1-mistral-7b](https://huggingface.co/cognitivecomputations/dolphin-2.2.1-mistral-7b) model on the OneOS dataset for an epoch.

## Intended uses & limitations

This model is intended to be used in natural language processing systems to improve text understanding and generation. Specific limitations will depend on the training and evaluation data.

## Training and evaluation data

The model was trained on the OneOS dataset.

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 1.41e-05
- train_batch_size: 1
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 2
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1

### Training results



### Framework versions

- PEFT 0.7.2.dev0
- Transformers 4.37.0.dev0
- Pytorch 2.1.2+cu121
- Datasets 2.16.2.dev0
- Tokenizers 0.15.0
{"license": "apache-2.0", "library_name": "peft", "tags": ["trl", "sft", "generated_from_trainer"], "datasets": ["wasertech/OneOS"], "base_model": "cognitivecomputations/dolphin-2.2.1-mistral-7b", "model-index": [{"name": "assistant-dolphin-2.2.1-mistral-7b-e1-qlora", "results": []}]}
peft pytorch mistral trl sft generated_from_trainer dataset:wasertech/OneOS base_model:cognitivecomputations/dolphin-2.2.1-mistral-7b license:apache-2.0 region:us