self_instruct/src/tools/convert_to_native.py
Function translate_state_dict_key has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring. Open
Open
def translate_state_dict_key(k): # noqa: C901
k = k.replace('base_model.model.', '')
if k == 'model.embed_tokens.weight':
return 'tok_embeddings.weight'
elif k == 'model.norm.weight':- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function convert_to_native has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring. Open
Open
def convert_to_native(
model_name: str,
output_path: str,
device: str = "cpu",
enable_offloading: bool = False- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Avoid too many return statements within this function. Open
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return f'layers.{layer}.attention_norm.weight'Avoid too many return statements within this function. Open
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return f'layers.{layer}.attention.wk.weight'Avoid too many return statements within this function. Open
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return f'layers.{layer}.feed_forward.w1.weight'Avoid too many return statements within this function. Open
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return f'layers.{layer}.ffn_norm.weight'Avoid too many return statements within this function. Open
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return f'layers.{layer}.feed_forward.w3.weight'Avoid too many return statements within this function. Open
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return f'layers.{layer}.feed_forward.w2.weight'Avoid too many return statements within this function. Open
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return f'layers.{layer}.attention.wo.weight'Avoid too many return statements within this function. Open
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return NoneAvoid too many return statements within this function. Open
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return f'layers.{layer}.attention.wv.weight'