Pristinenlp/alime-reranker-large-zh
alime-reranker-large-zh The alime reranker model. Usage python from transformers import AutoTokenizer, AutoModelForSequenceClassification import torch pairs = "西湖在哪？", "西湖风景名胜区位于浙江省杭州市","今天天气不错","你吓死我了" if torch.cuda.isavailable(): device = torch.de...
alime-reranker-large-zh
The alime reranker model.
Usage
from transformers import AutoTokenizer, AutoModelForSequenceClassification
import torch
pairs = [["西湖在哪？", "西湖风景名胜区位于浙江省杭州市"],["今天天气不错","你吓死我了"]]
if torch.cuda.is_available():
device = torch.device("cuda")
else:
device = torch.device("cpu")
tokenizer = AutoTokenizer.from_pretrained("Pristinenlp/alime-reranker-large-zh")
model = AutoModelForSequenceClassification.from_pretrained("Pristinenlp/alime-reranker-large-zh").to(device)
inputs = tokenizer(pairs, padding=True, truncation=True, return_tensors='pt', max_length=512).to(device)
scores = model(**inputs, return_dict=True).logits.view(-1, ).float()
print(scores.tolist())
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