coffee
20 lines
743 B
Python
Executable File
20 lines
743 B
Python
Executable File
# from transformers import PreTrainedModel
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from transformers.modeling_utils import PreTrainedModel
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import torch
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from torch import nn
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from src_llm.configuration_dolly import DollyConfig
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from src_llm.modeling_dolly import DollyModel
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#从源码构建dolly模型
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model = DollyModel(DollyConfig())
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model.save_pretrained("weights_llm")
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model.config.save_pretrained("weights_llm")
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model_size = sum(t.numel() for t in model.parameters())
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print(f"Model Size: {model_size/1000**2:.1f}M parameters")
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#从配置文件和权重构建dolly模型
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config = DollyConfig.from_pretrained("./my_model")
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model = DollyModel.from_pretrained("./my_model", config=config)
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input_ids = torch.tensor([[101, 1024, 102]]).long()
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outputs = model(input_ids)
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print(outputs)
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