YAML Metadata Warning:The pipeline tag "text2text-generation" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other

抽取情感四元组、三元组、二元组等

import torch
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM

tokenizer = AutoTokenizer.from_pretrained("yuyijiong/mt0-xl-bf16-sentiment-quadruple")
model = AutoModelForSeq2SeqLM.from_pretrained("yuyijiong/mt0-xl-bf16-sentiment-quadruple", device_map="auto", torch_dtype=torch.bfloat16)

text = '情感四元组(对象,观点,方面,极性)抽取任务 (补全null): 【已经开了4袋,普遍出现米沾在包装上了,看起来放了很久的样子】'
input_ids = tokenizer(text,return_tensors="pt", padding=True)['input_ids'].cuda(0)
with torch.no_grad():
    with torch.autocast('cuda'):
        output = model.generate(input_ids=input_ids)
output_str = tokenizer.batch_decode(output, skip_special_tokens=True)
print(output_str)

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