exportLM.py

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# SPDX-License-Identifier: Apache-2.0
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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#
# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
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import transformers

prompt = "Could you introduce NVIDIA Corporation for me?"

# run the original model to export LM
tokenizer = transformers.AutoTokenizer.from_pretrained("pyTorchModel",
                                                       trust_remote_code=True)
model = transformers.AutoModel.from_pretrained(
    "pyTorchModel", trust_remote_code=True).half().cuda()

response, history = model.chat(tokenizer, prompt, history=[])