OpenBMB/VoxCPM

Pattern Findings

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

Hyper-Verbose Identifiers43 hits · 48 pts

Severity	File	Line	Snippet
LOW	lora_ft_webui.py	194	def load_lora_config_from_checkpoint(lora_path):
LOW	lora_ft_webui.py	1001	def on_pretrained_path_change(path):
LOW	tests/test_lora_checkpoint_loading.py	118	def test_load_lora_weights_accepts_tensor_only_legacy_checkpoints(monkeypatch, tmp_path, module_name):
LOW	tests/test_lora_checkpoint_loading.py	132	def test_load_lora_weights_rejects_malicious_pickle_payloads(monkeypatch, tmp_path, module_name):
LOW	tests/test_model_utils.py	23	def test_resolve_runtime_device_auto_falls_back_to_cpu(monkeypatch):
LOW	tests/test_model_utils.py	30	def test_resolve_runtime_device_auto_uses_mps_when_available(monkeypatch):
LOW	tests/test_model_utils.py	37	def test_resolve_runtime_device_respects_explicit_cpu(monkeypatch):
LOW	tests/test_model_utils.py	44	def test_resolve_runtime_device_rejects_unavailable_explicit_cuda(monkeypatch):
LOW	tests/test_validate.py	177	def test_validation_result_properties(self):
LOW	tests/test_validate.py	187	def test_invalid_audio_not_counted_as_valid(self, tmp_dir):
LOW	tests/test_validate.py	200	def test_sample_rate_mismatch(self, tmp_dir):
LOW	tests/test_validate.py	221	def test_mixed_ref_audio_warns_for_each_missing(self, tmp_dir):
LOW	tests/test_validate.py	240	def test_cli_validate_exit_code(self, tmp_dir):
LOW	tests/test_cli.py	70	def test_load_model_respects_no_optimize_for_local_model(monkeypatch):
LOW	tests/test_cli.py	98	def test_load_model_defaults_optimize_for_hf(monkeypatch):
LOW	tests/test_cli.py	124	def test_load_model_respects_no_optimize_for_hf(monkeypatch):
LOW	tests/test_cli.py	151	def test_load_model_passes_explicit_device_to_hf(monkeypatch):
LOW	tests/test_cli.py	178	def test_design_subcommand_applies_control(monkeypatch, tmp_path):
LOW	tests/test_cli.py	201	def test_clone_subcommand_reads_prompt_file(monkeypatch, tmp_path):
LOW	tests/test_cli.py	278	def test_legacy_root_args_still_work_and_warn(monkeypatch, tmp_path, capsys):
LOW	tests/test_cli.py	298	def test_batch_subcommand_applies_control(monkeypatch, tmp_path):
LOW	tests/test_cli.py	325	def test_legacy_clone_with_prompt_file_still_works(monkeypatch, tmp_path, capsys):
LOW	tests/test_cli.py	354	def test_invalid_prompt_text_and_prompt_file_combination(monkeypatch, tmp_path, capsys):
LOW	tests/test_cli.py	385	def test_missing_prompt_file_reports_parser_error(monkeypatch, tmp_path, capsys):
LOW	tests/test_cli.py	411	def test_design_rejects_prompt_audio_args(monkeypatch, tmp_path, capsys):
LOW	tests/test_cli.py	437	def test_clone_rejects_prompt_audio_without_transcript(monkeypatch, tmp_path, capsys):
LOW	tests/test_cli.py	464	def test_clone_rejects_transcript_without_prompt_audio(monkeypatch, tmp_path, capsys):
LOW	tests/test_cli.py	488	def test_batch_rejects_control_with_prompt_transcript(monkeypatch, tmp_path, capsys):
LOW	tests/test_cli.py	518	def test_detect_model_architecture_uses_local_configs():
LOW	src/voxcpm/cli.py	88	def detect_model_architecture(args) -> str \| None:
LOW	src/voxcpm/cli.py	116	def validate_prompt_related_args(args, parser, prompt_text: str \| None):
LOW	src/voxcpm/cli.py	129	def validate_reference_support(args, parser):
LOW	src/voxcpm/cli.py	371	def _add_common_generation_args(parser):
LOW	src/voxcpm/cli.py	395	def _add_prompt_reference_args(parser):
LOW	src/voxcpm/training/packers.py	322	def process_tts_data_with_ref(
LOW	src/voxcpm/model/voxcpm.py	584	def generate_with_prompt_cache(self, args, *kwargs) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor]:
LOW	src/voxcpm/model/voxcpm.py	587	def generate_with_prompt_cache_streaming(
LOW	src/voxcpm/model/voxcpm.py	593	def _generate_with_prompt_cache(
LOW	src/voxcpm/model/utils.py	24	def mask_multichar_chinese_tokens(tokenizer: PreTrainedTokenizer):
LOW	src/voxcpm/model/voxcpm2.py	774	def generate_with_prompt_cache(self, args, *kwargs) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor]:
LOW	src/voxcpm/model/voxcpm2.py	777	def generate_with_prompt_cache_streaming(
LOW	src/voxcpm/model/voxcpm2.py	783	def _generate_with_prompt_cache(
LOW	src/voxcpm/modules/layers/lora.py	98	def apply_lora_to_named_linear_modules(

Excessive Try-Catch Wrapping36 hits · 45 pts

Severity	File	Line	Snippet
LOW	app_old.py	54	except Exception as e:
LOW	app.py	394	except Exception as e:
LOW	lora_ft_webui.py	144	except Exception as e:
LOW	lora_ft_webui.py	204	except Exception as e:
LOW	lora_ft_webui.py	280	except Exception as e:
LOW	lora_ft_webui.py	290	except Exception as e:
LOW	lora_ft_webui.py	316	except Exception as e:
LOW	lora_ft_webui.py	322	except Exception as e:
MEDIUM	lora_ft_webui.py	323	print(f"Error loading LoRA: {e}", file=sys.stderr)
LOW	lora_ft_webui.py	351	except Exception as e:
LOW	lora_ft_webui.py	367	except Exception as e:
LOW	lora_ft_webui.py	446	except Exception:
LOW	scripts/train_voxcpm_finetune.py	241	except Exception:
LOW	scripts/train_voxcpm_finetune.py	248	except Exception as e:
MEDIUM	scripts/train_voxcpm_finetune.py	249	print(f"Error saving checkpoint on signal: {e}", file=sys.stderr)
LOW	scripts/train_voxcpm_finetune.py	449	except Exception as e:
LOW	scripts/train_voxcpm_finetune.py	583	except Exception as e:
LOW	scripts/train_voxcpm_finetune.py	637	except Exception as e:
LOW	scripts/train_voxcpm_finetune.py	640	except Exception as e:
LOW	scripts/train_voxcpm_finetune.py	655	except Exception as e:
LOW	scripts/train_voxcpm_finetune.py	823	except Exception:
MEDIUM	scripts/train_voxcpm_finetune.py	226	def _signal_handler(
LOW	scripts/test_pick_runtime_dtype.py	36	except Exception as e:
LOW	scripts/test_pick_runtime_dtype.py	55	except Exception as e:
MEDIUM	scripts/test_pick_runtime_dtype.py	30	def expect_raises(fn, exc_type, label):
LOW	src/voxcpm/zipenhancer.py	65	except Exception as e:
LOW	src/voxcpm/cli.py	215	except Exception as e:
LOW	src/voxcpm/cli.py	234	except Exception as e:
LOW	src/voxcpm/cli.py	360	except Exception as e:
LOW	src/voxcpm/training/validate.py	55	except Exception as e:
LOW	src/voxcpm/training/validate.py	66	except Exception:
LOW	src/voxcpm/training/validate.py	112	except Exception as e:
LOW	src/voxcpm/model/voxcpm.py	245	except Exception as e:
LOW	src/voxcpm/model/utils.py	119	except Exception as e:
LOW	src/voxcpm/model/voxcpm2.py	74	except Exception:
LOW	src/voxcpm/model/voxcpm2.py	293	except Exception as e:

Unused Imports36 hits · 36 pts

Severity	File	Line
LOW	tests/test_lora_checkpoint_loading.py	1
LOW	tests/test_model_utils.py	1
LOW	tests/test_validate.py	3
LOW	tests/test_validate.py	6
LOW	tests/test_cli.py	1
LOW	src/voxcpm/__init__.py	1
LOW	src/voxcpm/training/config.py	1
LOW	src/voxcpm/training/__init__.py	9
LOW	src/voxcpm/training/__init__.py	10
LOW	src/voxcpm/training/__init__.py	11
LOW	src/voxcpm/training/__init__.py	11
LOW	src/voxcpm/training/__init__.py	11
LOW	src/voxcpm/training/__init__.py	11
LOW	src/voxcpm/training/__init__.py	17
LOW	src/voxcpm/training/__init__.py	18
LOW	src/voxcpm/training/__init__.py	18
LOW	src/voxcpm/training/tracker.py	1
LOW	src/voxcpm/training/accelerator.py	1
LOW	src/voxcpm/training/state.py	1
LOW	src/voxcpm/model/__init__.py	1
LOW	src/voxcpm/model/__init__.py	2
LOW	src/voxcpm/model/voxcpm.py	233
LOW	src/voxcpm/model/voxcpm2.py	281
LOW	src/voxcpm/modules/layers/__init__.py	1
LOW	src/voxcpm/modules/audiovae/__init__.py	1
LOW	src/voxcpm/modules/audiovae/__init__.py	1
LOW	src/voxcpm/modules/audiovae/__init__.py	2
LOW	src/voxcpm/modules/audiovae/__init__.py	2
LOW	src/voxcpm/modules/locenc/__init__.py	1
LOW	src/voxcpm/modules/minicpm4/__init__.py	1
LOW	src/voxcpm/modules/minicpm4/__init__.py	2
LOW	src/voxcpm/modules/minicpm4/__init__.py	3
LOW	src/voxcpm/modules/locdit/__init__.py	1
LOW	src/voxcpm/modules/locdit/__init__.py	1
LOW	src/voxcpm/modules/locdit/__init__.py	2
LOW	src/voxcpm/modules/locdit/__init__.py	3

Decorative Section Separators10 hits · 32 pts

Severity	File	Line	Snippet
MEDIUM	src/voxcpm/cli.py	16	# -----------------------------
MEDIUM	src/voxcpm/cli.py	18	# -----------------------------
MEDIUM	src/voxcpm/cli.py	166	# -----------------------------
MEDIUM	src/voxcpm/cli.py	168	# -----------------------------
MEDIUM	src/voxcpm/cli.py	239	# -----------------------------
MEDIUM	src/voxcpm/cli.py	241	# -----------------------------
MEDIUM	src/voxcpm/cli.py	366	# -----------------------------
MEDIUM	src/voxcpm/cli.py	368	# -----------------------------
MEDIUM	src/voxcpm/cli.py	621	# -----------------------------
MEDIUM	src/voxcpm/cli.py	623	# -----------------------------

Docstring Block Structure4 hits · 20 pts

Severity	File	Line	Snippet
HIGH	src/voxcpm/zipenhancer.py	41	Audio denoising enhancement Args: input_path: Input audio file path output_path
HIGH	src/voxcpm/core.py	117	Instantiate ``VoxCPM`` from a Hugging Face Hub snapshot. Args: hf_model_id: Explicit Hugging Face r
HIGH	src/voxcpm/core.py	318	Load LoRA weights from a checkpoint file. Args: lora_weights_path: Path to LoRA weights (.pth file
HIGH	src/voxcpm/model/utils.py	99	Call the tokenizer and return token IDs. This method provides the same interface as the original tokenizer

Deep Nesting19 hits · 19 pts

Severity	File	Line
LOW	app_old.py	150
LOW	app.py	345
LOW	lora_ft_webui.py	149
LOW	lora_ft_webui.py	255
LOW	scripts/train_voxcpm_finetune.py	45
LOW	scripts/train_voxcpm_finetune.py	365
LOW	scripts/train_voxcpm_finetune.py	538
LOW	scripts/train_voxcpm_finetune.py	745
LOW	src/voxcpm/core.py	180
LOW	src/voxcpm/training/validate.py	70
LOW	src/voxcpm/model/voxcpm.py	357
LOW	src/voxcpm/model/voxcpm.py	593
LOW	src/voxcpm/model/voxcpm.py	860
LOW	src/voxcpm/model/utils.py	125
LOW	src/voxcpm/model/voxcpm2.py	463
LOW	src/voxcpm/model/voxcpm2.py	783
LOW	src/voxcpm/model/voxcpm2.py	1111
LOW	src/voxcpm/modules/audiovae/audio_vae_v2.py	219
LOW	src/voxcpm/modules/audiovae/audio_vae_v2.py	532

Score History

Severity Breakdown

Pattern Findings