# Description
[MaziyarPanahi/neural-chat-7b-v3-3-Slerp-GPTQ](https://huggingface.co/MaziyarPanahi/neural-chat-7b-v3-3-Slerp-GPTQ) is a quantized (GPTQ) version of [Intel/neural-chat-7b-v3-3-Slerp](https://huggingface.co/Intel/neural-chat-7b-v3-3-Slerp)

## How to use
### Install the necessary packages

```
pip install --upgrade accelerate auto-gptq transformers
```

### Example Python code


```python
from transformers import AutoTokenizer, pipeline
from auto_gptq import AutoGPTQForCausalLM, BaseQuantizeConfig
import torch

model_id = "MaziyarPanahi/neural-chat-7b-v3-3-Slerp-GPTQ"

quantize_config = BaseQuantizeConfig(
        bits=4,
        group_size=128,
        desc_act=False
    )

model = AutoGPTQForCausalLM.from_quantized(
        model_id,
        use_safetensors=True,
        device="cuda:0",
        quantize_config=quantize_config)

tokenizer = AutoTokenizer.from_pretrained(model_id)

pipe = pipeline(
    "text-generation",
    model=model,
    tokenizer=tokenizer,
    max_new_tokens=512,
    temperature=0.7,
    top_p=0.95,
    repetition_penalty=1.1
)

outputs = pipe("What is a large language model?")
print(outputs[0]["generated_text"])
```
{"license": "apache-2.0", "tags": ["finetuned", "quantized", "4-bit", "gptq", "transformers", "pytorch", "mistral", "text-generation", "LLMs", "math", "Intel", "en", "dataset:meta-math/MetaMathQA", "dataset:Intel/orca_dpo_pairs", "arxiv:2309.12284", "base_model:meta-math/MetaMath-Mistral-7B", "license:apache-2.0", "autotrain_compatible", "endpoints_compatible", "has_space", "text-generation-inference", "region:us"], "model_name": "neural-chat-7b-v3-3-Slerp-GPTQ", "base_model": "Intel/neural-chat-7b-v3-3-Slerp", "inference": false, "model_creator": "Intel", "pipeline_tag": "text-generation", "quantized_by": "MaziyarPanahi"}
transformers safetensors mistral text-generation finetuned quantized 4-bit gptq pytorch LLMs math Intel en dataset:meta-math/MetaMathQA dataset:Intel/orca_dpo_pairs arxiv:2309.12284 base_model:meta-math/MetaMath-Mistral-7B license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us base_model:Intel/neural-chat-7b-v3-3-Slerp