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from typing import Dict, List, Any
from transformers import AutoModel, AutoTokenizer
class EndpointHandler:
def __init__(self, path="."):
self.tokenizer = AutoTokenizer.from_pretrained(path)
self.model = AutoModel.from_pretrained(path, trust_remote_code=True)
self.model.eval()
def __call__(self, data: Dict[str, Any]) -> List[Dict[str, Any]]:
"""
data args:
inputs (:obj: `str` | `PIL.Image` | `np.array`)
kwargs
Return:
A :obj:`list` | `dict`: will be serialized and returned
"""
# return self.pipeline(data['inputs'])
return self.model.predict([data['inputs']], self.tokenizer, output_style='json')
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