p-e-w/heretic

Pattern Findings

26 matches across 6 categories. Click a row to expand file-level details.

Deep Nesting8 hits · 8 pts

Severity	File	Line
LOW	src/heretic/system.py	26
LOW	src/heretic/system.py	64
LOW	src/heretic/system.py	423
LOW	src/heretic/model.py	169
LOW	src/heretic/model.py	417
LOW	src/heretic/utils.py	94
LOW	src/heretic/utils.py	368
LOW	src/heretic/main.py	157

Hyper-Verbose Identifiers7 hits · 7 pts

Severity	File	Line	Snippet
LOW	src/heretic/system.py	50	def get_nvidia_driver_version() -> str \| None:
LOW	src/heretic/system.py	64	def get_amdgpu_driver_version() -> str \| None:
LOW	src/heretic/system.py	240	def get_accelerator_info_dict() -> dict[str, Any]:
LOW	src/heretic/config.py	498	def settings_customise_sources(
LOW	src/heretic/model.py	407	def get_abliterable_components(self) -> list[str]:
LOW	src/heretic/utils.py	335	def generate_requirements_txt() -> str:
LOW	src/heretic/utils.py	368	def generate_reproduce_readme(

Excessive Try-Catch Wrapping6 hits · 6 pts

Severity	File	Line	Snippet
LOW	src/heretic/system.py	99	except Exception:
LOW	src/heretic/system.py	175	except Exception:
LOW	src/heretic/model.py	137	except Exception as error:
LOW	src/heretic/main.py	124	except Exception:
LOW	src/heretic/main.py	359	except Exception as error:
LOW	src/heretic/main.py	1116	except Exception as error:

Over-Commented Block3 hits · 3 pts

Severity	File	Line	Snippet
LOW	config.default.toml	1	# Rename this file to config.toml, place it in the working directory
LOW	config.default.toml	101	# How to apply row normalization of the weights. Options:
LOW	src/heretic/model.py	461	layer_refusal_direction = refusal_directions[layer_index + 1]

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet
MEDIUM	src/heretic/model.py	175	# This is more robust than splitting component keys (e.g. "attn.o_proj" -> "o_proj")

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet
LOW	src/heretic/model.py	250	# Check if we need special handling for quantized models