jingyaogong/minimind

Pattern Findings

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

Unused Imports21 hits · 21 pts

Severity	File	Line
LOW	eval_llm.py	8
LOW	dataset/lm_dataset.py	6
LOW	model/model_lora.py	2
LOW	trainer/train_agent.py	7
LOW	trainer/train_agent.py	9
LOW	trainer/train_agent.py	24
LOW	trainer/train_agent.py	25
LOW	trainer/trainer_utils.py	15
LOW	trainer/train_ppo.py	7
LOW	trainer/train_ppo.py	15
LOW	trainer/train_dpo.py	7
LOW	trainer/rollout_engine.py	17
LOW	trainer/train_pretrain.py	7
LOW	trainer/train_grpo.py	7
LOW	trainer/train_grpo.py	11
LOW	trainer/train_grpo.py	16
LOW	trainer/train_grpo.py	22
LOW	trainer/train_grpo.py	23
LOW	trainer/train_distillation.py	7
LOW	trainer/train_full_sft.py	7
LOW	trainer/train_lora.py	7

Deep Nesting15 hits · 15 pts

Severity	File	Line
LOW	dataset/lm_dataset.py	88
LOW	dataset/lm_dataset.py	176
LOW	scripts/serve_openai_api.py	105
LOW	scripts/eval_toolcall.py	133
LOW	scripts/web_demo.py	124
LOW	scripts/web_demo.py	312
LOW	trainer/train_agent.py	98
LOW	trainer/train_agent.py	188
LOW	trainer/train_agent.py	242
LOW	trainer/trainer_utils.py	63
LOW	trainer/train_ppo.py	79
LOW	trainer/rollout_engine.py	107
LOW	trainer/train_tokenizer.py	12
LOW	trainer/train_grpo.py	37
LOW	trainer/train_grpo.py	71

Excessive Try-Catch Wrapping10 hits · 12 pts

Severity	File	Line	Snippet
LOW	scripts/serve_openai_api.py	98	except Exception:
LOW	scripts/serve_openai_api.py	167	except Exception as e:
LOW	scripts/serve_openai_api.py	226	except Exception as e:
MEDIUM	scripts/serve_openai_api.py	105	def generate_stream_response(messages, temperature, top_p, max_tokens, tools=Non
LOW	scripts/eval_toolcall.py	76	except Exception:
LOW	scripts/eval_toolcall.py	94	except Exception:
LOW	scripts/eval_toolcall.py	104	except Exception:
LOW	scripts/eval_toolcall.py	111	except Exception as e:
LOW	scripts/web_demo.py	145	except Exception as e:
LOW	trainer/rollout_engine.py	188	except Exception as e:

Decorative Section Separators1 hit · 3 pts

Severity	File	Line	Snippet
MEDIUM	dataset/lm_dataset.py	118	# # ================

Hyper-Verbose Identifiers2 hits · 2 pts

Severity	File	Line	Snippet
LOW	scripts/eval_toolcall.py	81	def parse_tool_call_from_text(content):
LOW	scripts/web_demo.py	149	def process_assistant_content(content, is_streaming=False):

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet
LOW	scripts/convert_model.py	141