[BUG] <title> Invalid Parameters being passed to AutoModel class when using MiniCPMV_2_6

[nogifeet]

是否已有关于该错误的issue或讨论？ | Is there an existing issue / discussion for this?

• 我已经搜索过已有的issues和讨论 | I have searched the existing issues / discussions

该问题是否在FAQ中有解答？ | Is there an existing answer for this in FAQ?

• 我已经搜索过FAQ | I have searched FAQ

当前行为 | Current Behavior

model = AutoModel.from_pretrained(
model_args.model_name_or_path,
trust_remote_code=True,
torch_dtype=compute_dtype,
device_map=device_map,
init_vision=True,
init_audio=False,
init_tts=False,
)

This is the new AutoModel params in the finetune.py script. But some of the params like init_vision, init_audio and init_tts are not valid for V_2.6

期望行为 | Expected Behavior

For V_2.6 the correct implementation should be

model = AutoModel.from_pretrained(
model_args.model_name_or_path,
trust_remote_code=True,
torch_dtype=compute_dtype,
device_map=device_map
)

复现方法 | Steps To Reproduce

Followed the basic instructions mentioned in the repo.

运行环境 | Environment

- OS:
- Python:
- Transformers:
- PyTorch:
- CUDA (`python -c 'import torch; print(torch.version.cuda)'`):

备注 | Anything else?

No response