IlyaGusev/rulm

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Avoid too many return statements within this function.
Open

            return f'layers.{layer}.attention_norm.weight'
Severity: Major
Found in self_instruct/src/tools/convert_to_native.py - About 30 mins to fix

    Avoid too many return statements within this function.
    Open

                return f'layers.{layer}.attention.wk.weight'
    Severity: Major
    Found in self_instruct/src/tools/convert_to_native.py - About 30 mins to fix

      Avoid too many return statements within this function.
      Open

                  return None
      Severity: Major
      Found in self_instruct/src/data_processing/generate_char_chats.py - About 30 mins to fix

        Avoid too many return statements within this function.
        Open

                    return f'layers.{layer}.feed_forward.w1.weight'
        Severity: Major
        Found in self_instruct/src/tools/convert_to_native.py - About 30 mins to fix

          Avoid too many return statements within this function.
          Open

                      return f'layers.{layer}.ffn_norm.weight'
          Severity: Major
          Found in self_instruct/src/tools/convert_to_native.py - About 30 mins to fix

            Avoid too many return statements within this function.
            Open

                        return f'layers.{layer}.feed_forward.w3.weight'
            Severity: Major
            Found in self_instruct/src/tools/convert_to_native.py - About 30 mins to fix

              Avoid too many return statements within this function.
              Open

                          return None
              Severity: Major
              Found in self_instruct/src/data_processing/generate_char_chats.py - About 30 mins to fix

                Avoid too many return statements within this function.
                Open

                    return chat
                Severity: Major
                Found in self_instruct/src/data_processing/generate_char_chats.py - About 30 mins to fix

                  Avoid too many return statements within this function.
                  Open

                              return f'layers.{layer}.feed_forward.w2.weight'
                  Severity: Major
                  Found in self_instruct/src/tools/convert_to_native.py - About 30 mins to fix

                    Avoid too many return statements within this function.
                    Open

                            return []
                    Severity: Major
                    Found in self_instruct/src/data_processing/generate_chars.py - About 30 mins to fix

                      Avoid too many return statements within this function.
                      Open

                                  return f'layers.{layer}.attention.wo.weight'
                      Severity: Major
                      Found in self_instruct/src/tools/convert_to_native.py - About 30 mins to fix

                        Avoid too many return statements within this function.
                        Open

                                    return None
                        Severity: Major
                        Found in self_instruct/src/tools/convert_to_native.py - About 30 mins to fix

                          Avoid too many return statements within this function.
                          Open

                                      return f'layers.{layer}.attention.wv.weight'
                          Severity: Major
                          Found in self_instruct/src/tools/convert_to_native.py - About 30 mins to fix

                            Avoid too many return statements within this function.
                            Open

                                    return
                            Severity: Major
                            Found in data_processing/save_mc4.py - About 30 mins to fix

                              Avoid too many return statements within this function.
                              Open

                                              return
                              Severity: Major
                              Found in data_processing/save_mc4.py - About 30 mins to fix

                                Avoid too many return statements within this function.
                                Open

                                        return None
                                Severity: Major
                                Found in data_processing/create_habr.py - About 30 mins to fix

                                  Similar blocks of code found in 2 locations. Consider refactoring.
                                  Open

                                              if line.startswith("prompter:"):
                                                  line = line.replace("prompter:", "").lstrip()
                                                  prompt_messages.append({"role": "user", "content": line})
                                  Severity: Minor
                                  Found in self_instruct/src/data_processing/to_reward_dataset.py and 1 other location - About 30 mins to fix
                                  self_instruct/src/data_processing/to_reward_dataset.py on lines 49..51

                                  Duplicated Code

                                  Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                                  Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                                  When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                                  Tuning

                                  This issue has a mass of 32.

                                  We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                                  The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                                  If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                                  See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                                  Refactorings

                                  Further Reading

                                  Identical blocks of code found in 2 locations. Consider refactoring.
                                  Open

                                      with open(os.path.expanduser(token), "r") as r:
                                          toloka_token = r.read().strip()
                                  Severity: Minor
                                  Found in self_instruct/crowd/upload.py and 1 other location - About 30 mins to fix
                                  self_instruct/crowd/aggregate.py on lines 116..117

                                  Duplicated Code

                                  Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                                  Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                                  When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                                  Tuning

                                  This issue has a mass of 32.

                                  We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                                  The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                                  If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                                  See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                                  Refactorings

                                  Further Reading

                                  Avoid too many return statements within this function.
                                  Open

                                      return text
                                  Severity: Major
                                  Found in data_processing/save_mc4.py - About 30 mins to fix

                                    Avoid too many return statements within this function.
                                    Open

                                        return {
                                    Severity: Major
                                    Found in data_processing/create_habr.py - About 30 mins to fix
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