README.md

---
license: apache-2.0
datasets:
- wasertech/OneOS
language:
- en
- fr
---
# Assistant Dolphin 2.2.1 Mistral 7B (1 epoch) AWQ

This model is a quantized version of [Assistant Dolphin 2.2.1 Mistral 7B (1 epoch)](https://huggingface.co/wasertech/assistant-dolphin-2.2.1-mistral-7b-e1-qlora) using AWQ.

## 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

- AutoAWQ 0.1.8
- PEFT 0.7.2.dev0
- Transformers 4.37.0.dev0
- Pytorch 2.1.2+cu121
- Datasets 2.16.2.dev0
- Tokenizers 0.15.0


## Example usage

Using `transformers` and `AutoAWQ`:

```shell
pip install -U transformers autoawq
```

```
# Use a pipeline as a high-level helper
from transformers import pipeline

messages = [
    {"role": "system", "content": "You are an helpful Assistant."},
    {"role": "user", "content": "Who are you?"},
]
pipe = pipeline("text-generation", model="wasertech/assistant-dolphin-2.2.1-mistral-7b-e1-awq", max_length=8096)
pipe(messages)
```

Outputs

```
[
  {
    'generated_text': [
      {'role': 'system', 'content': 'You are an helpful Assistant.'},
      {'role': 'user', 'content': 'Who are you?'},
      {'role': 'assistant', 'content': '<|im_start|> Assistant\nI am an artificial intelligence language model. My purpose is to provide information, advice, and assistance to users. I can perform many tasks, such as answering questions, explaining concepts, generating reports, or summarizing data. I am a tool that can be used to help you learn new things, make decisions, and achieve your goals. I do not have feelings, opinions, or personal experiences; I am simply a helpful resource to share knowledge and support users. What can I do for you?'}
    ]
  }
]
```

Parsed Assistant answer:
> I am an artificial intelligence language model. My purpose is to provide information, advice, and assistance to users. I can perform many tasks, such as answering questions, explaining concepts, generating reports, or summarizing data. I am a tool that can be used to help you learn new things, make decisions, and achieve your goals. I do not have feelings, opinions, or personal experiences; I am simply a helpful resource to share knowledge and support users. What can I do for you?