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Dev llm enhance ctr gwn #293

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[20240323]完成contrastive & mlm两种对齐模式的基础模块

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Dev llm enhance ctr gwn #293

[20240323]完成contrastive & mlm两种对齐模式的基础模块
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Codacy Production / Codacy Static Code Analysis required action Mar 23, 2024 in 0s

38 new issues (0 max.) of at least minor severity.

Codacy Here is an overview of what got changed by this pull request:

Issues
======
- Added 38
           

Complexity increasing per file
==============================
- alignment/main.py  11
- alignment/trainer.py  3
- alignment/data.py  7
- alignment/schema.py  1
- alignment/model.py  3
- alignment/arguments.py  1
         

Clones added
============
- alignment/model.py  2
- deepctr_torch/models/deepfm.py  2
- deepctr_torch/models/din.py  2

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alignment/arguments.py#L1 

'os' imported but unused (F401)

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alignment/arguments.py#L1 

Unused import os

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alignment/data.py#L18 

'..deepctr_torch.inputs.DenseFeat' imported but unused (F401)

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alignment/data.py#L18 

Unused DenseFeat imported from deepctr_torch.inputs

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alignment/data.py#L141 

Trailing whitespace

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alignment/main.py#L6 

'transformers.AutoConfig' imported but unused (F401)

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alignment/main.py#L6 

Unused AutoConfig imported from transformers

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alignment/main.py#L77 

Trailing whitespace

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alignment/main.py#L80 

Trailing whitespace

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alignment/model.py#L4 

Unused import json

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alignment/model.py#L7 

'dataclasses.dataclass' imported but unused (F401)

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alignment/model.py#L7 

Unused dataclass imported from dataclasses

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alignment/model.py#L12 

'torch.distributed as dist' imported but unused (F401)

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alignment/model.py#L12 

Unused torch.distributed imported as dist

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alignment/model.py#L14 

'transformers.AutoModel' imported but unused (F401)

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alignment/model.py#L15 

'transformers.models.bert.modeling_bert.BertPreTrainedModel' imported but unused (F401)

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alignment/model.py#L15 

Unused BertPreTrainedModel imported from transformers.models.bert.modeling_bert

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alignment/model.py#L16 

'transformers.modeling_outputs.ModelOutput' imported but unused (F401)

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alignment/model.py#L19 

'typing.Optional' imported but unused (F401)

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alignment/model.py#L19 

Unused Optional imported from typing

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alignment/model.py#L22 

'deepctr_torch.models.din.DIN' imported but unused (F401)

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alignment/model.py#L22 

Unused DIN imported from deepctr_torch.models.din

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alignment/trainer.py#L2 

'itertools.repeat' imported but unused (F401)

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alignment/trainer.py#L9 

'torch.distributed as dist' imported but unused (F401)

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alignment/trainer.py#L9 

Unused torch.distributed imported as dist
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