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Tokenizer `encode/decode` methods are inconsistent, TypeError: argument 'ids': 'list' object cannot be interpreted as an integer
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上游 issue 正文
### System Info
- `transformers` version: 4.35.2
- Platform: Linux-6.5.0-14-generic-x86_64-with-glibc2.35
- Python version: 3.11.6
- Huggingface_hub version: 0.20.2
- Safetensors version: 0.4.1
- Accelerate version: not installed
- Accelerate config: not found
- PyTorch version (GPU?): 2.0.1+cu117 (True)
- Tensorflow version (GPU?): not installed (NA)
- Flax version (CPU?/GPU?/TPU?): not installed (NA)
- Jax version: not installed
- JaxLib version: not installed
- Using GPU in script?: <fill in>
- Using distributed or parallel set-up in script?: <fill in>
### Who can help?
@ArthurZucker
### Information
- [ ] The official example scripts
- [X] My own modified scripts
### Tasks
- [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...)
- [X] My own task or dataset (give details below)
### Reproduction
Run the following code:
```python
from transformers import AutoTokenizer
text = "test"
tokenizer = AutoTokenizer.from_pretrained("gpt2")
encoded = tokenizer.encode(text, return_tensors='pt')
result_text = tokenizer.decode(encoded, skip_special_tokens=True)
print(text)
```
Will raise exception:
```
Traceback (most recent call last):
File "main.py", line 8, in <module>
tokenizer.decode(encoded, skip_special_tokens=True)
File "/home/scruel/mambaforge/envs/vae/lib/python3.11/site-packages/transformers/tokenization_utils_base.py", line 3748, in decode
return self._decode(
^^^^^^^^^^^^^
File "/home/scruel/mambaforge/envs/vae/lib/python3.11/site-packages/transformers/tokenization_utils_fast.py", line 625, in _decode
text = self._tokenizer.decode(token_ids, skip_special_tokens=skip_special_tokens)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TypeError: argument 'ids': 'list' object cannot be interpreted as an integer
```
### Expected behavior
Should be able to print the original text `"test"`, rather than raise an exception(`TypeError`).
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