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lightseekorg/tokenspeed

https://github.com/lightseekorg/tokenspeed · scanned 2026-05-16 22:31 UTC (20 hours, 53 minutes ago) · 10 languages

746 findings (51 legacy + 695 scanner) 58th percentile · Python · large (100-500K LoC) Scanner says 70 (higher by 3)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 20 hours, 53 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.

JSON
Combined
68.1
/100
Repobility
67
51 legacy
9-layer
70
88.9% cov · 695 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: source: scanner × excluding tests × Reset all
Severity: Critical 0 High 15 Medium 18 Low 213 Source: Legacy 51 9-layer 695 Crowd 0 Layer: Cicd 47 Security 11 Quality 626 Software 48 Hardware 3 Frontend 1 Api 10
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 688 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 9-layer security auth conf 1.00 FastAPI POST `flush_cache` without auth dependency — python/tokenspeed/runtime/pd/mini_lb.py:433
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
python/tokenspeed/runtime/pd/mini_lb.py:433 authowaspauth.fastapi.unauth_mutation
high 9-layer security auth conf 1.00 FastAPI POST `handle_chat_completion_request` without auth dependency — python/tokenspeed/runtime/pd/mini_lb.py:585
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
python/tokenspeed/runtime/pd/mini_lb.py:585 authowaspauth.fastapi.unauth_mutation
high 9-layer security auth conf 1.00 FastAPI POST `handle_completion_request` without auth dependency — python/tokenspeed/runtime/pd/mini_lb.py:590
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
python/tokenspeed/runtime/pd/mini_lb.py:590 authowaspauth.fastapi.unauth_mutation
high 9-layer security auth conf 1.00 FastAPI POST `handle_generate_request` without auth dependency — python/tokenspeed/runtime/pd/mini_lb.py:494
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
python/tokenspeed/runtime/pd/mini_lb.py:494 authowaspauth.fastapi.unauth_mutation
high 9-layer cicd supply-chain conf 1.00 GitHub Action tracks a moving branch
jlumbroso/free-disk-space@main can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-docker.yml:24 supply-chaingithub-actionspinned-dependencies
high 9-layer security owasp conf 1.00 Insecure pattern 'eval_used' in python/tokenspeed/runtime/model_loader/loader.py:397
Found a known-risky pattern (eval_used). Review and replace if possible.
python/tokenspeed/runtime/model_loader/loader.py:397 owaspeval_used
high 9-layer security owasp conf 1.00 Insecure pattern 'eval_used' in python/tokenspeed/runtime/models/extensible.py:150
Found a known-risky pattern (eval_used). Review and replace if possible.
python/tokenspeed/runtime/models/extensible.py:150 owaspeval_used
medium 9-layer hardware security conf 1.00 Dockerfile runs as root: docker/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
securitycontainer
medium 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
oven-sh/setup-bun@v2 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/docs.yml:35 supply-chaingithub-actionspinned-dependencies
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/release-tokenspeed-kernel.yml supply-chaingithub-actionsleast-privilege
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/release-tokenspeed-scheduler.yml supply-chaingithub-actionsleast-privilege
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/docs.yml supply-chaingithub-actionsleast-privilege
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/update-tokenspeed-kernel-mla.yml supply-chaingithub-actionsleast-privilege
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/update-tokenspeed-mla-version.yml supply-chaingithub-actionsleast-privilege
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/update-tokenspeed-kernel-flashinfer.yml supply-chaingithub-actionsleast-privilege
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
medium 9-layer security coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). Either auth lives in custom code, in a separate service, or is missing.
coverageauth
low 9-layer hardware coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
coveragedeployment
low 9-layer hardware supply-chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: lightseekorg/tokenspeed-runner:${RUNNER_TAG}
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
docker/Dockerfile:2 supply-chaindockerpinned-dependencies
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: python/tokenspeed/version.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/benchmark/__main__.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/numerics/__main__.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/activation/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/activation/flashinfer.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/embedding/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/embedding/flashinfer.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/kvcache/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/layernorm/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/layernorm/flashinfer.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/moe/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/quantization/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/quantization/flashinfer.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/routing/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/sampling/cuda.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/ops/sampling/flashinfer.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/plugins/__main__.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/deep_gemm/utils/layout.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: tokenspeed-mla/python/tokenspeed_mla/_triton.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-kernel.yml:46 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-kernel.yml:49 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-kernel.yml:119 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-kernel.yml:209 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-kernel.yml:220 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-kernel.yml:223 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-kernel.yml:240 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-kernel.yml:251 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/download-artifact@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-kernel.yml:254 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-scheduler.yml:29 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-scheduler.yml:32 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-scheduler.yml:44 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-scheduler.yml:54 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-scheduler.yml:57 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-scheduler.yml:69 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-scheduler.yml:80 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-scheduler.yml:83 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/download-artifact@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-tokenspeed-scheduler.yml:108 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/lint.yml:16 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/docs.yml:32 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-pages-artifact@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/docs.yml:49 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/deploy-pages@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/docs.yml:63 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/update-tokenspeed-kernel-mla.yml:24 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/update-tokenspeed-mla-version.yml:24 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-docker.yml:34 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-pypi.yml:17 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release-pypi.yml:22 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/update-tokenspeed-kernel-flashinfer.yml:24 supply-chaingithub-actionspinned-dependencies
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 software dead-code conf 1.00 Possibly dead Python function: alloc_fn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/ops/moe/triton.py:825 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: convert_sf_from_mma_layout
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/utils.py:343 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: convert_sf_to_mma_layout
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/utils.py:267 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: create_module
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/_triton.py:61 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: cutlass_to_torch_dtype
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/utils.py:64 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: decorator
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/registry.py:328 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: error_fn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/registry.py:387 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: finalize_options
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/setup.py:753 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: generate_tensors
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/fmha.py:3513 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: generate_tensors
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:4371 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: generate_tensors
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:4189 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: grid
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/ops/gemm/triton.py:439 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: initialize_options
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/setup.py:750 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: parse_mma_tiler
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp8.py:4506 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: parse_mma_tiler
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/mla_decode_fp16.py:4329 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: parse_nested_comma_separated_ints
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/fmha.py:3625 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: silu_and_mul_masked_post_quant_fwd
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/ops/moe/deepep.py:116 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: softmax_loop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-mla/python/tokenspeed_mla/fmha.py:2349 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: tolerance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/numerics/quantize.py:46 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: tolerance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/numerics/moe.py:44 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: tolerance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/numerics/gemm.py:61 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: trtllm_create_ipc_workspace_for_allgather_fusion
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/cuda/trtllm.py:402 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: trtllm_create_ipc_workspace_for_reduce_scatter_fusion
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/cuda/trtllm.py:550 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: trtllm_destroy_ipc_workspace_for_allgather_fusion
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/cuda/trtllm.py:448 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: trtllm_destroy_ipc_workspace_for_minimax
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/cuda/trtllm.py:874 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: trtllm_destroy_ipc_workspace_for_reduce_scatter_fusion
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tokenspeed-kernel/python/tokenspeed_kernel/thirdparty/cuda/trtllm.py:595 dead-code
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 api wiring conf 1.00 Unused endpoint: ANY /start_profile
`python/tokenspeed/runtime/pd/mini_lb.py` declares `ANY /start_profile` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: ANY /stop_profile
`python/tokenspeed/runtime/pd/mini_lb.py` declares `ANY /stop_profile` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: GET /get_model_info
`python/tokenspeed/runtime/pd/mini_lb.py` declares `GET /get_model_info` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: GET /get_server_info
`python/tokenspeed/runtime/pd/mini_lb.py` declares `GET /get_server_info` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: GET /v1/models
`python/tokenspeed/runtime/pd/mini_lb.py` declares `GET /v1/models` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: POST /flush_cache
`python/tokenspeed/runtime/pd/mini_lb.py` declares `POST /flush_cache` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: POST /generate
`python/tokenspeed/runtime/pd/mini_lb.py` declares `POST /generate` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: POST /register
`python/tokenspeed/runtime/pd/mini_lb.py` declares `POST /register` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: POST /v1/chat/completions
`python/tokenspeed/runtime/pd/mini_lb.py` declares `POST /v1/chat/completions` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: POST /v1/completions
`python/tokenspeed/runtime/pd/mini_lb.py` declares `POST /v1/completions` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
wiringunused-endpoint
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

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