microsoft

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phi-2

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When I use phi2 for inference in colab, I get an error: RuntimeError: "LayerNormKernelImpl" not implemented for 'Half'.
This is my code:

!pip install -q -U bitsandbytes
!pip install -q -U git+https://github.com/huggingface/transformers.git
!pip install -q -U git+https://github.com/huggingface/peft.git
!pip install -q -U git+https://github.com/huggingface/accelerate.git
!pip install -q -U datasets scipy ipywidgets einops

import torch
from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("microsoft/phi-2", torch_dtype="auto", trust_remote_code=True)
tokenizer = AutoTokenizer.from_pretrained("microsoft/phi-2", trust_remote_code=True)

inputs = tokenizer('''How can I get a car?''', return_tensors="pt", return_attention_mask=False)

outputs = model.generate(**inputs, max_length=200)
text = tokenizer.batch_decode(outputs)[0]
print(text)

The error content is:

/usr/local/lib/python3.10/dist-packages/torch/nn/functional.py in layer_norm(input, normalized_shape, weight, bias, eps)
   2541             layer_norm, (input, weight, bias), input, normalized_shape, weight=weight, bias=bias, eps=eps
   2542         )
-> 2543     return torch.layer_norm(input, normalized_shape, weight, bias, eps, torch.backends.cudnn.enabled)
   2544 
   2545 

RuntimeError: "LayerNormKernelImpl" not implemented for 'Half'

transformers version is 4.37.0.dev0
Could you help me figure out how to fix this ? thx!!