Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo

pytorch/torchtitan

https://github.com/pytorch/torchtitan · scanned 2026-05-15 18:26 UTC (2 weeks, 6 days ago) · 10 languages

561 findings (401 legacy + 160 scanner) 81st percentile · Python · medium (20-100K LoC) Scanner says 90 (lower by 11)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 6 days ago · v1 · 398 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
83.8
/100
Repobility
77
398 legacy
9-layer
90
88.9% cov · 0 gaps
Critical
92
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-14-v3
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 92.7 0.25 23.18
testing_score 85.0 0.20 17.00
documentation_score 86.0 0.15 12.90
practices_score 80.0 0.15 12.00
code_quality 50.0 0.10 5.00
Overall 1.00 79.1
Severity distribution — click a segment to filter
Active filters: layer: quality × excluding tests × Reset all
Severity: Critical 92 High 109 Medium 194 Low 3 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 398 9-layer 0 Crowd 0 Layer: Software 179 Quality 202 Cicd 1 Security 16
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 90.4/100 with 88.9% coverage. It contains 3181 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 0 findings. Risk profile is low: 0 critical, 0 high, 0 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 155 of 398 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high Legacy quality error_handling conf 0.85 Bare except: pass — silent failure
except: pass or except Exception: pass — silently swallows everything including KeyboardInterrupt and bugs.
torchtitan/experiments/rl/grpo.py:237 error_handlinglegacy bare-except-pass · CWE-755
high Legacy quality error_handling conf 0.85 except BaseException — catches SystemExit/KeyboardInterrupt
except BaseException: ... — prevents Ctrl+C and SystemExit from working.
torchtitan/experiments/graph_trainer/storage.py:69 error_handlinglegacy overcatch-baseexception · CWE-705
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
torchtitan/models/llama3/parallelize.py:25 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
torchtitan/models/llama3/model.py:51 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
torchtitan/models/llama3/config_registry.py:29 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
torchtitan/models/gpt_oss/parallelize.py:28 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
torchtitan/models/gpt_oss/config_registry.py:24 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
torchtitan/models/flux/flux_datasets.py:101 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
torchtitan/experiments/transformers_modeling_backend/pipeline.py:10 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
torchtitan/experiments/transformers_modeling_backend/parallelize.py:29 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
torchtitan/experiments/graph_trainer/qwen3/parallelize.py:1 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
torchtitan/experiments/graph_trainer/llama3/parallelize.py:1 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations.
torchtitan/experiments/ft/trainer.py:282 qualitylegacy
medium Legacy quality quality conf 0.85 input() call in production code
input() blocks for stdin. Inappropriate in services.
torchtitan/models/common/token_dispatcher.py:350 qualitylegacy python-input-call
high Legacy quality quality conf 0.85 Magic number used as default arg
Using hardcoded default values for complex configuration objects makes the code brittle and difficult to manage. Consider using a dedicated factory or builder pattern. Auto-promoted from proposal 444 on 2026-05-12. Synth confidence: 0.85. FP estimate: 0.00.
torchtitan/config/configs.py:188 qualitylegacy magic-number-default
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/config/configs.py:344 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/config/configs.py:306 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/config/configs.py:295 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/config/configs.py:231 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/config/configs.py:82 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/config/configs.py:25 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/config/function.py:32 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/config/configurable.py:138 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/config/configurable.py:134 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/config/configurable.py:38 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/config/configurable.py:34 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/config/configurable.py:33 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/config/configurable.py:21 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/protocols/sharding.py:60 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/protocols/sharding.py:35 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/protocols/model.py:55 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/protocols/module.py:42 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/tools/profiler.py:100 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/tools/utils.py:192 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/tools/utils.py:177 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/models/attention.py:219 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/models/attention.py:32 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/models/vllm_wrapper.py:140 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/actors/generator.py:123 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/actors/generator.py:92 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/actors/generator.py:33 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/actors/trainer.py:63 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/grpo.py:161 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/grpo.py:60 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/sum_digits.py:26 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/types.py:86 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/types.py:68 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/types.py:51 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/types.py:35 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/rl/types.py:12 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/ft/config/job_config.py:14 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/ft/checkpoint.py:58 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/ft/optimizer.py:27 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/ft/trainer.py:32 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/ft/manager.py:37 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/autoparallel/configs.py:21 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/autoparallel/configs.py:13 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/forge/engine.py:35 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/graph_trainer/qwen3/model.py:17 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/graph_trainer/llama3/model.py:17 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/graph_trainer/deepseek_v3/model.py:17 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/graph_trainer/simple_fsdp.py:42 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/graph_trainer/trainer.py:53 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/graph_trainer/configs.py:18 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/transformers_modeling_backend/model.py:87 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/experiments/transformers_modeling_backend/configs.py:12 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/quantization/float8.py:211 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/quantization/float8.py:178 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/quantization/float8.py:60 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/quantization/float8.py:38 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/quantization/__init__.py:42 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/quantization/__init__.py:22 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/quantization/mx.py:157 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/quantization/mx.py:113 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/quantization/mx.py:49 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/quantization/mx.py:27 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/metrics.py:278 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/tokenizer.py:515 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/tokenizer.py:113 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/tokenizer.py:20 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/checkpoint.py:166 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/dataloader.py:71 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/dataloader.py:45 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/optimizer.py:358 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/optimizer.py:93 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/optimizer.py:38 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/validate.py:69 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/validate.py:31 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/loss.py:228 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/loss.py:94 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/loss.py:82 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/loss.py:50 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/components/lr_scheduler.py:50 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/hf_datasets/multimodal/mm_datasets.py:482 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/hf_datasets/text_datasets.py:552 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/hf_datasets/text_datasets.py:241 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/embedding.py:26 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/decoder.py:66 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/decoder.py:50 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/rmsnorm.py:24 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/token_dispatcher.py:542 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/token_dispatcher.py:525 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/token_dispatcher.py:471 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/token_dispatcher.py:161 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/token_dispatcher.py:48 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/token_dispatcher.py:29 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/token_dispatcher.py:21 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/moe.py:321 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/moe.py:152 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/moe.py:77 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/linear.py:24 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/rope.py:39 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/attention.py:596 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/attention.py:553 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/attention.py:519 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/attention.py:497 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/attention.py:464 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/attention.py:261 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/attention.py:177 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/attention.py:75 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/common/feed_forward.py:41 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/deepseek_v3/model.py:183 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/deepseek_v3/model.py:143 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/deepseek_v3/model.py:36 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/model/model.py:30 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/model/layers.py:355 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/model/layers.py:299 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/model/layers.py:192 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/model/layers.py:169 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/model/layers.py:134 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/model/layers.py:117 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/model/layers.py:99 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/model/layers.py:45 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/tokenizer.py:27 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/flux_datasets.py:358 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/trainer.py:33 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/validate.py:48 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/configs.py:53 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/configs.py:26 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/flux/configs.py:10 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/qwen3_vl/model.py:53 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/qwen3_vl/vision_encoder.py:465 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/gpt_oss/model.py:183 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/gpt_oss/model.py:130 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/gpt_oss/model.py:40 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/gpt_oss/moe.py:227 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/gpt_oss/moe.py:130 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/qwen3/model.py:82 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/qwen3/model.py:36 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/llama4/model.py:116 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/llama4/model.py:72 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/llama3/model.py:66 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/models/llama3/model.py:32 error_handlinglegacy php-error-suppress · CWE-755
medium Legacy quality error_handling conf 0.85 PHP @ error-suppress operator
@function() suppresses errors silently. Hides real issues.
torchtitan/trainer.py:53 error_handlinglegacy php-error-suppress · CWE-755
low Legacy quality quality conf 0.85 Cluster of TODOs in one file
Code path with a TODO/FIXME/HACK comment that gates correctness — left for later but never resolved.
torchtitan/experiments/graph_trainer/passes.py:197 qualitylegacy todo-bomb
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/9eb441b0-4d1c-45b8-9825-0c639f48bd8b/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/9eb441b0-4d1c-45b8-9825-0c639f48bd8b/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.