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student_v1
游戏相关中文评论 / 博文情感三分类(负面 / 中性 / 正面)。 底座:IDEA-CCNL/Erlangshen-Roberta-110M-Sentiment,序列长度 256。
标签与 config.json 中 id2label 一致:0 负面、1 中性、2 正面。
离线使用
解压 zip 后,在该目录安装依赖并推理(--local-files-only 禁止访问网络):
pip install -r requirements.txt
python run_student.py --model . --text "这游戏太坑了" --local-files-only
python run_student.py --model . --input comments.txt --output pred.jsonl --local-files-only
Python:
from transformers import AutoModelForSequenceClassification, AutoTokenizer
import torch
path = "." # 解压后的目录
tok = AutoTokenizer.from_pretrained(path, local_files_only=True)
model = AutoModelForSequenceClassification.from_pretrained(path, local_files_only=True)
model.eval()
Hugging Face
from transformers import AutoModelForSequenceClassification, AutoTokenizer
tok = AutoTokenizer.from_pretrained("填写仓库ID")
model = AutoModelForSequenceClassification.from_pretrained("填写仓库ID")
或:
python run_student.py --model 填写仓库ID --text "这游戏太坑了"
已缓存到本地后可加 --local-files-only。
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