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MaziyarPanahi/
dolphin-2.1-mistral-7b-GPTQ

Name: dolphin-2.1-mistral-7b-GPTQ
Availability: InStock

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Description

MaziyarPanahi/dolphin-2.1-mistral-7b-GPTQ is a quantized (GPTQ) version of cognitivecomputations/dolphin-2.1-mistral-7b

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/dolphin-2.1-mistral-7b-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"])