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---
license: mit
tags:
- auto-gptq
- opt
- gptq
- 4bit
---
This model should use [AutoGPTQ](https://github.com/PanQiWei/AutoGPTQ) so you need to use `auto-gptq`
```py
from transformers import AutoTokenizer, pipeline, AutoModelForCausalLM, LlamaForCausalLM, LlamaTokenizer, StoppingCriteria, PreTrainedTokenizerBase
from auto_gptq import AutoGPTQForCausalLM
model_id = 'seonglae/opt-125m-4bit-gptq'
tokenizer = AutoTokenizer.from_pretrained(model_id, use_fast=True)
model = AutoGPTQForCausalLM.from_quantized(
model_id,
model_basename=model_basename,
trust_remote_code=True,
device='cuda:0',
use_triton=False,
use_safetensors=True,
)
pipe = pipeline(
"text-generation",
model=model,
tokenizer=tokenizer,
temperature=0.5,
top_p=0.95,
max_new_tokens=100,
repetition_penalty=1.15,
)
prompt = "USER: Are you AI?\nASSISTANT:"
pipe(prompt)
``` |