refactor(sft): 重构 SFT 数据处理脚本
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@@ -0,0 +1,21 @@
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# inclusionAI/Ling-Coder-SFT
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from datasets import load_dataset
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from utils import process_dataset
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def process_func(input_dict: dict) -> dict:
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msg = input_dict["messages"]
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query = msg[0]["content"]
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history = msg[1]["content"]
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return {"query": query, "response": history}
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if __name__ == "__main__":
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dataset = load_dataset("inclusionAI/Ling-Coder-SFT")
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process_dataset(
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dataset_dict=dataset,
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output_subdir="Ling-Coder-SFT",
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process_func=process_func
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)
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@@ -102,7 +102,7 @@ def dump_pkl_files(
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sequence = torch.cat(package[key])
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sequence = torch.cat(package[key])
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output_package[key] = sequence
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output_package[key] = sequence
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with open(out_file_path, "w") as f:
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with open(out_file_path, "wb") as f:
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pkl.dump(output_package, f)
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pkl.dump(output_package, f)
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