readme: ---
  tags:
  - feature-extraction
  language: zh
  license: apache-2.0
  
  ---
  
  
  ## Usage (HuggingFace Transformers)
  
  ```
  pip install transformers
  ```
  
  ```python
  from transformers import CPMAntTokenizer, CPMAntModel
  
  texts = ["今天天气真好！"]
  model = CPMAntModel.from_pretrained("openbmb/cpm-ant-10b")
  tokenizer = CPMAntTokenizer.from_pretrained("openbmb/cpm-ant-10b")
  input_ids = tokenizer.get_model_input(texts)
  logits, hidden = model(**input_ids)
  
  print(logits.shape)
  print(hidden.shape)
  ```
  ## pipeline
  ```python
  texts = ["昨天多云转阴，", "今天天气不错，"]
  generator = pipeline("text-generation", model="openbmb/cpm-ant-10b", tokenizer="openbmb/cpm-ant-10b")
  result = generator(texts)
  print(result)
  ```