pytorch zh dataset:dialogue arxiv:2104.08821 simcse
---
language: zh
tags:
- simcse
datasets:
- dialogue
---

# Data
unsupervise train data is E-commerce dialogue.

## Model
model is [simcse](https://arxiv.org/abs/2104.08821). 

### Usage
```python
>>> from transformers import AutoTokenizer, AutoModel
>>> model = AutoModel.from_pretrained("tuhailong/SimCSE-bert-base")
>>> tokenizer = AutoTokenizer.from_pretrained("tuhailong/SimCSE-bert-base")
>>> sentences_str_list = ["今天天气不错的","天气不错的"]
>>> inputs = tokenizer(sentences_str_list,return_tensors="pt", padding='max_length', truncation=True, max_length=32)
>>> outputs = model(**inputs)
```