RoFormer-Sim,又称SimBERTv2,是SimBERT模型的升级版。可用于同义句生成和语义相似度匹配等。
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docker run --rm -it -p 8000:8000 gswyhq/sim-bert:RoFormer-Sim /bin/bash synonyms.sh
docker run --rm -it -p 8000:8000 gswyhq/sim-bert:v1 /bin/bash synonyms.sh
docker run --rm -it -p 8000:8000 gswyhq/sim-bert:RoFormer-Sim /bin/bash similarity.sh
docker run --rm -it -p 8000:8000 gswyhq/sim-bert:v1 /bin/bash most_similar.sh
curl -XGET http://localhost:8000/synonyms?question=厦门哪里好玩?
{"synonyms_list":["厦门哪里好玩??","厦门的哪里好玩?","厦门哪里好玩","厦门哪里最好玩?","厦门哪里比较好玩啊?","厦门哪个地方好玩","厦门哪里最好玩","厦门那家好玩","厦门哪些地方比较好玩?","厦门好玩的地方?","厦门哪里景点玩比较好","厦门哪里有好玩的?","厦门哪里的景点好玩","厦门好玩的地方","厦门那些好玩的地方","厦门哪有好玩的","厦门好玩么","厦门好玩的地方是哪里?","厦门市内哪里有好玩的?","厦门最好玩的地方?"],"question":"厦门哪里好玩?"}
curl -XGET "http://localhost:8000/similarity?text1=我喜欢北京&text2=我很不喜欢北京"
{"text1":"我喜欢北京","text2":"我很不喜欢北京","score":0.572083592414856}
curl -XGET "http://localhost:8000/most_similar?text=生育证明怎么弄&size=10"
{"text":"生育证明怎么弄","most_similar":[["开初婚未育证明怎么弄?",0.656118631362915],["初婚未育情况证明怎么开?",0.5685656070709229],["初婚未育证明在哪里开?",0.5522567629814148],["到哪里开初婚未育证明?",0.5269231796264648],["怎么生孩子",0.5243053436279297],["生孩子怎么发",0.5214060544967651],["怎么办理《就业失业登记证》",0.4641423225402832],["烟草证不给办,应该怎么办呢?",0.4563000202178955],["如何办理《就业失业登记证》",0.4260460138320923],["就业失业登记证怎么办理",0.4212154448032379]],"size":10}
Content type
Image
Digest
Size
1 GB
Last updated
about 5 years ago
docker pull gswyhq/sim-bert:v1