add license
Former-commit-id: 69cfc98d7c81756a5ab6bf962240e393e449fef0
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@@ -1,7 +1,20 @@
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# coding=utf-8
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# Performs block expansion for LLaMA, Mistral, Qwen1.5 or Yi models.
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# Usage: python llama_pro.py --model_name_or_path meta-llama/Llama-2-7b-hf --output_dir llama2_pro --num_expand 8
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# Inspired by: https://github.com/TencentARC/LLaMA-Pro/blob/main/scripts/block_expansion.py
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# Copyright 2024 Tencent Inc. and the LlamaFactory team.
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#
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# This code is inspired by Tencent's LLaMA-Pro library.
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# https://github.com/TencentARC/LLaMA-Pro/blob/main/scripts/block_expansion.py
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import json
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import os
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@@ -37,6 +50,10 @@ def block_expansion(
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shard_size: Optional[str] = "2GB",
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save_safetensors: Optional[bool] = False,
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):
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r"""
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Performs block expansion for LLaMA, Mistral, Qwen1.5 or Yi models.
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Usage: python llama_pro.py --model_name_or_path meta-llama/Llama-2-7b-hf --output_dir llama2_pro --num_expand 8
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"""
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config: "PretrainedConfig" = AutoConfig.from_pretrained(model_name_or_path)
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num_layers = getattr(config, "num_hidden_layers")
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setattr(config, "num_hidden_layers", num_layers + num_expand)
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