UNIFIED
Repobility · multi-layer engine · AI coders
Complete repo analysis
Last scanned 21 hours, 56 minutes ago
·
v1
·
746 findings from
2 sources.
Findings combine the legacy security pipeline AND the multi-layer engine
(atlas, wiring, flows, ranked) AND verified AI agent contributions.
{# ── 2026-05-17 R27 #5: score breakdown panel ──────────────────────
Surfaces the score_breakdown JSON that's been silently stored on
Repository for months. Turns hidden math into a trust signal. #}
Severity distribution — click a segment to filter
Active filters:
layer: quality ×
excluding tests ×
Reset all
Scan summary
Repository scanned at 69.6/100 with 88.9% coverage. It contains 6761 nodes across 12 cross-layer flows, written primarily in mixed languages. Engine surfaced 695 findings — concentrated in quality (586), software (45), cicd (43). Risk profile is high: 0 critical, 7 high, 13 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.
Showing 626 of 746 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 1.00
[ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.
Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.
python/tokenspeed/runtime/models/deepseek_v4.py:2808
error_handlinglegacy
high
Legacy
quality
error_handling
conf 1.00
[ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.
Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.
python/tokenspeed/runtime/layers/deepseek_v4_mhc.py:62
error_handlinglegacy
high
Legacy
quality
error_handling
conf 1.00
[ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.
Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.
python/tokenspeed/_logging.py:109
error_handlinglegacy
medium
Legacy
quality
quality
conf 0.72
Agent control bridge may listen on a network interface without visible auth
Agent, MCP, sidecar, and command bridge servers often start as local helpers. Binding them to 0.0.0.0 or a default all-interface listener without an authorization guard can expose tool execution or session data to the LAN.
python/tokenspeed/cli/serve_smg.py:13
qualitylegacy
medium
9-layer
quality
integrity
conf 1.00
Network/subprocess call without timeout or try/except — python/tokenspeed/bench.py:587
`requests.get(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
integrityfragile-runtimerobustness
medium
9-layer
quality
integrity
conf 1.00
Network/subprocess call without timeout or try/except — python/tokenspeed/runtime/pd/utils.py:198
`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
integrityfragile-runtimerobustness
medium
9-layer
quality
integrity
conf 1.00
Network/subprocess call without timeout or try/except — test/ci_system/ci_utils.py:172
`subprocess.Popen(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
integrityfragile-runtimerobustness
medium
9-layer
quality
integrity
conf 1.00
Network/subprocess call without timeout or try/except — test/ci_system/pipeline.py:388
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
integrityfragile-runtimerobustness
low
Legacy
quality
quality
conf 0.64
Duplicate top-level symbol appears in a patch-style file
A generated replacement file defining the same public function or class name as another module can mean the new logic is not actually wired into the running code.
python/tokenspeed/runtime/models/deepseek_v3.py:1
qualitylegacy
low
Legacy
quality
quality
conf 0.64
Duplicate top-level symbol appears in a patch-style file
A generated replacement file defining the same public function or class name as another module can mean the new logic is not actually wired into the running code.
python/tokenspeed/runtime/models/deepseek_v4.py:1
qualitylegacy
low
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.
python/tokenspeed/runtime/models/qwen2.py:355
qualitylegacy
low
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.
python/tokenspeed/runtime/models/minimax_m2.py:660
qualitylegacy
low
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.
python/tokenspeed/runtime/models/minimax_m2.py:565
qualitylegacy
low
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.
python/tokenspeed/runtime/models/minimax_m2.py:530
qualitylegacy
low
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.
python/tokenspeed/runtime/models/llama_eagle3.py:118
qualitylegacy
low
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.
python/tokenspeed/runtime/models/llama_eagle3.py:47
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/moe/backends/w8a8_fp8/triton.py:44
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/moe/backends/unquantized/triton.py:28
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/moe/backends/unquantized/flashinfer_trtllm.py:47
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/moe/backends/nvfp4/flashinfer_cutlass.py:33
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/moe/backends/fp8/triton.py:23
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/dense/w8a8_fp8.py:86
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/attention/linear/wy_fast.py:26
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/attention/linear/wy_fast.py:25
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/attention/linear/solve_tril.py:17
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/attention/linear/cumsum.py:31
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/attention/kv_cache/mla.py:31
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/attention/configs/mla.py:19
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/attention/backends/trtllm_mla.py:182
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/attention/backends/trtllm_mla.py:65
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/attention/backends/trtllm.py:379
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/attention/backends/triton.py:711
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/attention/backends/triton.py:650
qualitylegacy
low
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.
python/tokenspeed/runtime/layers/attention/backends/tokenspeed_mla.py:204
qualitylegacy
low
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.
python/tokenspeed/runtime/engine/scheduler_control_client.py:59
qualitylegacy
low
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.
python/tokenspeed/runtime/engine/request.py:212
qualitylegacy
low
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.
python/tokenspeed/runtime/distributed/comm_backend/trtllm_allreduce.py:114
qualitylegacy
low
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.
python/tokenspeed/runtime/distributed/comm_backend/triton_allreduce.py:53
qualitylegacy
low
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.
python/tokenspeed/runtime/configs/qwen3_config.py:118
qualitylegacy
low
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.
python/tokenspeed/runtime/configs/qwen3_config.py:46
qualitylegacy
info
Legacy
quality
quality
conf 0.62
Source file name looks like an AI patch artifact
Files named as final, fixed, copy, new, or backup are often temporary patch artifacts. They may be legitimate, but they deserve review before becoming production surface area.
tokenspeed-kernel/python/tokenspeed_kernel/ops/attention/triton/deepseek_v4.py:1
qualitylegacy
info
Legacy
quality
quality
conf 0.62
Source file name looks like an AI patch artifact
Files named as final, fixed, copy, new, or backup are often temporary patch artifacts. They may be legitimate, but they deserve review before becoming production surface area.
python/tokenspeed/runtime/models/deepseek_v3.py:1
qualitylegacy
info
Legacy
quality
quality
conf 0.62
Source file name looks like an AI patch artifact
Files named as final, fixed, copy, new, or backup are often temporary patch artifacts. They may be legitimate, but they deserve review before becoming production surface area.
python/tokenspeed/runtime/layers/attention/kv_cache/deepseek_v4.py:1
qualitylegacy
info
Legacy
quality
quality
conf 0.62
Source file name looks like an AI patch artifact
Files named as final, fixed, copy, new, or backup are often temporary patch artifacts. They may be legitimate, but they deserve review before becoming production surface area.
python/tokenspeed/runtime/layers/attention/backends/deepseek_v4.py:1
qualitylegacy
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `_mixed_prefill_copy` in python/tokenspeed/runtime/layers/attention/backends/deepseek_v4.py:875
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `async_copy` in tokenspeed-kernel/python/tokenspeed_kernel/platform.py:381
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `async_copy` in tokenspeed-kernel/test/conftest.py:62
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `atom_async_copy` in tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:1600
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `autovec_copy` in tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/cute_dsl/nvfp4_gemm_swiglu_nvfp4_quant.py:1760
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `batch_get_v1` in python/tokenspeed/runtime/cache/kvstore_storage.py:58
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `batch_get_v1` in python/tokenspeed/runtime/cache/storage/mooncake_store/mooncake_store.py:427
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `corr_tmem_store_tiled_copy` in tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:2616
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `enable_kv_cache_copy` in python/tokenspeed/runtime/layers/attention/kv_cache/mha.py:54
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `enable_kv_cache_copy` in python/tokenspeed/runtime/layers/attention/kv_cache/mla.py:66
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `fast_topk_v2` in python/tokenspeed/runtime/models/deepseek_v4.py:705
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `fast_topk_v2` in test/runtime/kernels/test_trtllm_wrapper.py:12
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `fast_topk_v2` in tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/trtllm/__init__.py:39
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `fused_mamba_state_copy` in python/tokenspeed/runtime/layers/attention/linear/mamba_state_scatter_triton.py:197
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `get_cpu_copy` in python/tokenspeed/runtime/layers/attention/kv_cache/base.py:101
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `get_cpu_copy` in python/tokenspeed/runtime/layers/attention/kv_cache/deepseek_v4.py:901
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `need_copy` in python/tokenspeed/runtime/layers/attention/backends/hybrid_linear_attn.py:538
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `send_old` in tokenspeed-kernel/python/tokenspeed_kernel/ops/communication/triton.py:332
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `submit_backup` in python/tokenspeed/runtime/cache/executor/memory_executor.py:234
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `submit_backup` in python/tokenspeed/runtime/cache/executor/storage_executor.py:226
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `test_reregister_replaces_old` in tokenspeed-kernel/test/test_registry.py:94
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `test_status_property_exposes_live_state_not_copy` in test/runtime/test_detokenizer_parity.py:1372
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `to_copy` in tokenspeed-kernel/python/tokenspeed_kernel/ops/moe/deepep.py:250
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `tokenized_copy` in python/tokenspeed/runtime/engine/parallel_sampling.py:57
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `tTMEM_LOADtS_v1` in tokenspeed-mla/python/tokenspeed_mla/fmha.py:1101
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
integrity
conf 1.00
Legacy-named symbol `weight_loader_v2` in python/tokenspeed/runtime/layers/linear.py:386
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low
9-layer
quality
tests
conf 1.00
Low test-to-source ratio
99 tests / 444 src (ratio 0.22).
tests
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
test/runners.py:forward, test/runners.py:forward
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
test/runners.py:forward_generation_raw, test/runners.py:forward_generation_raw
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
test/ci_system/process_group_manager.py:start, test/ci_system/process_group_manager.py:run
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
test/agentic_benchmark/tokenspeed/collect_outputs.py:num_gpus_from_config, test/agentic_benchmark/trtllm/collect_outputs.py:num_gpus_from_config
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
test/agentic_benchmark/tokenspeed/collect_outputs.py:collect, test/agentic_benchmark/trtllm/collect_outputs.py:collect
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or d…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
test/agentic_benchmark/tokenspeed/collect_outputs.py:main, test/agentic_benchmark/trtllm/collect_outputs.py:main
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or documen…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
tokenspeed-mla/python/tokenspeed_mla/mla_helpers.py:create_mla_static_tile_scheduler_params, tokenspeed-mla/python/tokenspeed_mla/mla_helpers.py:create_mla_static_tile_scheduler
This is *the* AI-coder failure mode (4× more duplication in vibe-coded r…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
tokenspeed-mla/python/tokenspeed_mla/fmha.py:softmax_step, tokenspeed-mla/python/tokenspeed_mla/fmha.py:softmax
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:make_paged_tiled_tma_atom, tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:make_paged_tiled_tma_atom
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see htt…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:split_kv_kernel, tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:split_kv_kernel
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-h…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:get_split_kv, tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:get_split_kv
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:get_split_kv_simplified, tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:get_split_kv_simplified
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https:/…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:get_k_tile_count, tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:get_k_tile_count
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:mma, tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:mma
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or …
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:mma_qk, tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:mma_qk
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolida…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:compute, tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:compute
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consoli…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:correction, tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:correction
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). C…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:exchange_p_cor_metadata, tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:exchange_p_cor_metadata
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https:/…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:softmax, tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:softmax
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consoli…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash:
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:get_correction_factor, tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:get_correction_factor
This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.…
integrityduplicatedry
low
9-layer
quality
integrity
conf 1.00
Stub function `_ignore_health_check_output` (body is just `pass`/`return`) — python/tokenspeed/runtime/engine/async_llm.py:109
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `_ignore_resource_tracker_register` (body is just `pass`/`return`) — python/tokenspeed/runtime/distributed/device_communicators/utils.py:42
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `_ignore_threading_atexit` (body is just `pass`/`return`) — python/tokenspeed/runtime/entrypoints/engine.py:50
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `_on_rank_initialized` (body is just `pass`/`return`) — python/tokenspeed/runtime/distributed/mapping.py:82
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `_register_kv_args` (body is just `pass`/`return`) — python/tokenspeed/runtime/pd/common/conn.py:464
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `append_to_later_free` (body is just `pass`/`return`) — test/runtime/benchmark/bench_decode_cache.py:60
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `clear` (body is just `pass`/`return`) — python/tokenspeed/runtime/cache/kvstore_storage.py:157
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `exec_module` (body is just `pass`/`return`) — tokenspeed-kernel/python/tokenspeed_kernel/_triton.py:64
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `free_with_diff` (body is just `pass`/`return`) — test/runtime/benchmark/bench_eviction_ts.py:32
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `get_hot_token_id` (body is just `pass`/`return`) — python/tokenspeed/runtime/models/qwen3_5_nextn.py:115
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `get_lora_request` (body is just `pass`/`return`) — python/tokenspeed/bench.py:775
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `initialize_options` (body is just `pass`/`return`) — tokenspeed-kernel/python/setup.py:750
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `make_tensor_descriptor` (body is just `pass`/`return`) — python/tokenspeed/runtime/layers/attention/linear/op.py:69
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `on_select_experts` (body is just `pass`/`return`) — python/tokenspeed/runtime/moe/distribution_recorder.py:81
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `pause` (body is just `pass`/`return`) — python/tokenspeed/runtime/utils/torch_memory_saver_adapter.py:75
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `process_weights_after_loading` (body is just `pass`/`return`) — python/tokenspeed/runtime/layers/dense/unquant.py:55
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `process_weights_after_loading` (body is just `pass`/`return`) — python/tokenspeed/runtime/layers/linear.py:724
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `process_weights_after_loading` (body is just `pass`/`return`) — python/tokenspeed/runtime/layers/moe/backends/base.py:69
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `publish` (body is just `pass`/`return`) — python/tokenspeed/runtime/pd/kv_events.py:161
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `record_kv_transfer_timeout` (body is just `pass`/`return`) — python/tokenspeed/runtime/metrics/collector.py:505
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
integrity
conf 1.00
Stub function `send_pyobj` (body is just `pass`/`return`) — python/tokenspeed/runtime/engine/event_loop.py:104
Likely an AI scaffold that was never filled in. Remove or implement.
integrityempty-handlerdead-code
low
9-layer
quality
complexity
conf 1.00
Very large file: python/tokenspeed/bench.py (2060 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: python/tokenspeed/runtime/engine/event_loop.py (1202 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: python/tokenspeed/runtime/layers/attention/backends/deepseek_v4.py (1626 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: python/tokenspeed/runtime/layers/attention/backends/flash_attention.py (2160 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: python/tokenspeed/runtime/layers/attention/deepseek_v4_ops.py (3448 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: python/tokenspeed/runtime/layers/linear.py (1262 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: python/tokenspeed/runtime/layers/rotary_embedding.py (1448 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: python/tokenspeed/runtime/models/deepseek_v3.py (2064 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: python/tokenspeed/runtime/models/deepseek_v4.py (5860 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: python/tokenspeed/runtime/models/qwen3_5.py (1484 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: python/tokenspeed/runtime/utils/server_args.py (1848 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: test/runtime/test_deepseek_v4_attention_ops.py (1420 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: test/runtime/test_deepseek_v4_config.py (2975 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: test/runtime/test_detokenizer_parity.py (1393 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/cute_dsl/nvfp4_gemm_swiglu_nvfp4_quant.py (2680 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: tokenspeed-kernel/test/thirdparty/test_cuda.py (1429 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: tokenspeed-mla/python/tokenspeed_mla/fmha.py (3882 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py (4536 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low
9-layer
quality
complexity
conf 1.00
Very large file: tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py (4719 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
info
9-layer
quality
integrity
conf 1.00
Commented-code block (10 lines) in test/runtime/test_detokenizer_parity.py:428
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (18 lines) in test/runtime/models/test_generation_models.py:143
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (5 lines) in test/runtime/models/test_mm25_perf.py:144
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/_logging.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/bench.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/cli/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/cli/__main__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/cli/_argsplit.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/cli/_logo.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/cli/_logprefix.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/cli/_proc.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/cli/serve_smg.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/env.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/allocator.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/base_prefix_cache.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/evict_policy.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/executor/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/executor/host_executor.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/executor/memory_executor.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/executor/storage_executor.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/kv_cache_host.py:9
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/kvstore_controller.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/kvstore_storage.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/prefix_cache.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/req_to_token_pool.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/storage/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/storage/backend_factory.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/storage/mooncake_store/mooncake_store.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/cache/utils.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/configs/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/configs/deepseek_v4_cache_spec.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/configs/deepseek_v4_config.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/configs/device_config.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/configs/kimi_k2_config.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/configs/load_config.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/configs/minimax_m2_config.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/configs/model_config.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/configs/paged_cache_spec.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/configs/qwen2_config.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/configs/qwen3_5_config.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/configs/qwen3_5_text_base_config.py:9
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/configs/qwen3_config.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/configs/utils.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/comm_backend/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/comm_backend/auto.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/comm_backend/base.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/comm_backend/custom_allreduce.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/comm_backend/nccl.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/comm_backend/registry.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/comm_backend/triton_allreduce.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/comm_backend/triton_rsag.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/comm_backend/trtllm_allreduce.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/comm_manager.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/comm_ops.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/device_communicators/custom_all_reduce.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/device_communicators/pynccl.py:9
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/device_communicators/utils.py:9
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/mapping.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/process_group_manager.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/distributed/utils.py:9
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/aio_rwlock.py:9
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/async_llm.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/collector.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/core_client.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/data_parallel_controller.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/detokenizer.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/event_loop.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/exceptions.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/generation_output_processor.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/input_processor.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/io_struct.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/llm.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/logprobs.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/output_processor.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/parallel_sampling.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/protocol.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/request.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/request_handler.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/request_types.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/schedule_batch.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/scheduler_control_client.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/engine/scheduler_utils.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/entrypoints/engine.py:1
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/entrypoints/engine_base.py:1
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/cache_loc_kernel.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/context.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/cuda_graph_wrapper.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/distributed_initializer.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/drafter/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/drafter/base.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/drafter/eagle.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/factory.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/forward_batch_info.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/input_buffer.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/model_executor.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/model_runner.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/runtime_states.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/types.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/execution/weight_loader.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/grammar/__init__.py:1
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/grammar/base_grammar_backend.py:1
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/grammar/capturable_grammar.py:1
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/grammar/core_types.py:1
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/grammar/grammar_manager.py:1
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/grammar/reasoning_structural_tag.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/grammar/xgrammar_backend.py:1
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/activation.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/backends/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/backends/base.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/backends/deepseek_v4.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/backends/flash_attention.py:9
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/backends/flashmla.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/backends/hybrid_linear_attn.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/backends/mha.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/backends/tokenspeed_mla.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/backends/triton.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/backends/trtllm.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/backends/trtllm_mla.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/chunk.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/configs/base.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/configs/mha.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/configs/mla.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/deepseek_v4_ops.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/kv_cache/base.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/kv_cache/deepseek_v4.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/kv_cache/mha.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/kv_cache/mla.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/kv_cache/utils.py:9
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/causal_conv1d.py:9
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/chunk.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/chunk_delta_h.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/chunk_o.py:14
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/chunk_scaled_dot_kkt.py:14
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/cumsum.py:14
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/fused_sigmoid_gating_recurrent.py:14
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/gdn.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/index.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/l2norm.py:14
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/layernorm_gated.py:9
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/mamba_state_scatter_triton.py:8
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/op.py:9
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/solve_tril.py:14
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/utils.py:9
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/linear/wy_fast.py:14
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/mla_fp8_utils.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/registry.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/attention/utils.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/common.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/dense/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/dense/fp8.py:9
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/dense/nvfp4.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/dense/unquant.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/dense/utils.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/dense/w8a8_fp8.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/layernorm.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/linear.py:9
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/logits_processor.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/moe/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/moe/backends/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/moe/backends/base.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/moe/backends/fp8/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/moe/backends/fp8/flashinfer_cutlass.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/moe/backends/fp8/triton.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/moe/backends/mxfp4/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info
9-layer
quality
integrity
conf 1.00
Commented-code block (6 lines) in python/tokenspeed/runtime/layers/moe/backends/mxfp4/flashinfer.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
Showing first 300 of 626. Refine filters or use the
legacy findings page for deep search.
{# ── 2026-05-17 Round 14: AI-agent bridge footer ──────────────────────
Discoverability: the /agents/voting/ guide + MCP manifest exist but
aren't linked from anywhere users actually land. Small, opt-in footer. #}