add compute paramters code

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coffee
2025-05-13 17:35:26 +08:00
parent 38dd484fc3
commit 37685a5934
+19
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# from transformers import PreTrainedModel
from transformers.modeling_utils import PreTrainedModel
import torch
from torch import nn
from src_llm.configuration_dolly import DollyConfig
from src_llm.modeling_dolly import DollyModel
# model = DollyModel(DollyConfig())
# model.save_pretrained("./dolly_model")
# model.config.save_pretrained("./dolly_model")
config = DollyConfig.from_pretrained("./dolly_model")
model = DollyModel.from_pretrained("./dolly_model", config=config)
# input_ids = torch.tensor([[101, 1024, 102]]).long()
# outputs = model(input_ids)
# print(outputs)
model_size = sum(t.numel() for t in model.parameters())
print(f"Model Size: {model_size/1000**2:.1f}M parameters")