Qwen3.8-Flash-Next on any consumer hardware: one-click install for Windows / Linux. Strata inference engine, OpenAI/Anthropic API on localhost, optional image input.
This report summarizes scanner evidence for Niko1221/Strata, a C++ project with 21,580 GitHub stars. SynthScan examined 736,282 lines of code across 2621 source files, recording 3222 pattern matches distributed across 18 syntactic categories. The legacy adjusted pattern signal is 5.4 (Moderate pattern signal); it is not an authorship estimate.
Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.
Use each vector to guide manual verification of the underlying findings.
Can maintainers explain intent, assumptions, and trade-offs? 2667 finding(s).
Are imports declared and package/API names verified? 195 finding(s).
Are wrappers, guards, and repeated structures necessary? 1369 finding(s).
Which changes need focused human review? 3222 finding(s).
Run additional scans to build a history of the legacy pattern signal. Score changes are not a measure of AI adoption or code quality.
Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.
This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.
The scanner identified 3222 distinct pattern matches across 18 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.
Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | docker-entrypoint.sh | 41 | case "$FAMILY" in qwen) prefix="" ;; *) prefix="${FAMILY}-" ;; esac | COMMENT |
| LOW | bench/gfx906_qsa_query_swizzle_probe.cpp | 1 | // Standalone HIP INT8 QSA query-LDS-swizzle component probe. | COMMENT |
| LOW | …2026-10-08-community-2x-titan-rtx-0.1.40.3/run-262k.sh | 1 | #!/bin/sh | COMMENT |
| LOW | …/2026-10-03-community-z840-rtx3090ti/strata-numa-ab.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | …2026-10-01-community-rtx-5090-5950x/prompts/medium.txt | 1 | Review the following C++ source file from the Strata engine (v0.1.32, src/core/expert_source.cpp, first 9,000 bytes). Li | COMMENT |
| LOW | …2026-10-01-community-rtx-5090-5950x/prompts/medium.txt | 21 | #include <cstdio> | COMMENT |
| LOW | …2026-10-01-community-rtx-5090-5950x/prompts/medium.txt | 41 | #else | COMMENT |
| LOW | …2026-10-01-community-rtx-5090-5950x/prompts/medium.txt | 241 | // Account for the tightest cgroup-v2 ancestor limit when its normal mount is visible. | COMMENT |
| LOW | …-community-rx7900xtx-hipblaslt-100500/tune-command.txt | 1 | # Reproduce the gfx1100 hipBLASLt 100500 tuning table | COMMENT |
| LOW | tools/iq_pack.py | 61 | COMMENT | |
| LOW | tools/vision/CMakeLists.txt | 1 | # tools/vision - strata-vision, the image encoder for Strata's multimodal path (optional; setup.py builds it when | COMMENT |
| LOW | tools/vision/strata_vision.cpp | 1 | // tools/vision/strata_vision.cpp - the image half of Strata's multimodal path. | COMMENT |
| LOW | tools/vision/strata_vision.cpp | 21 | COMMENT | |
| LOW | tools/hip/tune_hipblaslt.cpp | 1 | #include <hip/hip_runtime.h> | COMMENT |
| LOW | include/strata/hip_compat/math_constants.h | 1 | #pragma once | COMMENT |
| LOW | include/strata/hip_compat/cublas_v2.h | 1 | #pragma once | COMMENT |
| LOW | include/strata/hip_compat/cublas_v2.h | 41 | } | COMMENT |
| LOW | include/strata/hip_compat/cuda_fp16.h | 1 | #pragma once | COMMENT |
| LOW | include/strata/hip_compat/intrinsics.hpp | 21 | defined(__gfx1201__)) && __has_builtin(__builtin_amdgcn_sudot4) | COMMENT |
| LOW | include/strata/hip_compat/intrinsics.hpp | 141 | return static_cast<unsigned>(__ballot(predicate)); | COMMENT |
| LOW | include/strata/hip_compat/cuda_runtime.h | 1 | #pragma once | COMMENT |
| LOW | include/strata/hip_compat/cuda_runtime.h | 21 | #define cudaDevAttrComputeCapabilityMajor hipDeviceAttributeComputeCapabilityMajor | COMMENT |
| LOW | include/strata/hip_compat/cuda_runtime.h | 41 | #define cudaEventQuery hipEventQuery | COMMENT |
| LOW | include/strata/hip_compat/cuda_runtime.h | 61 | #define cudaGraphGetNodes hipGraphGetNodes | COMMENT |
| LOW | include/strata/hip_compat/cuda_runtime.h | 81 | #define cudaLaunchHostFunc hipLaunchHostFunc | COMMENT |
| LOW | include/strata/hip_compat/cuda_runtime.h | 101 | #define cudaMemcpyDeviceToDevice hipMemcpyDeviceToDevice | COMMENT |
| LOW | include/strata/hip_compat/cuda_runtime_api.h | 1 | #pragma once | COMMENT |
| LOW | include/strata/kernels/qsa_select.hpp | 1 | // include/strata/kernels/qsa_select.hpp - plan v0.3 P5/P7: the QSA indexer's block scores and top-k selection, | COMMENT |
| LOW | include/strata/kernels/qsa_select.hpp | 41 | const QsaShapes& s, int32_t* ids, void* stream, | COMMENT |
| LOW | include/strata/kernels/native_qsa_score.hpp | 1 | #pragma once | COMMENT |
| LOW | include/strata/kernels/pdl.hpp | 1 | // include/strata/kernels/pdl.hpp - programmatic dependent launch (PDL) for the verify window's kernel chain. | COMMENT |
| LOW | include/strata/kernels/pdl.hpp | 21 | #include <cuda_runtime.h> | COMMENT |
| LOW | include/strata/kernels/pdl.hpp | 41 | // lets the compiler use the read-only data path (LDG.CI): without it decode on sm_61 halves (#1469). | COMMENT |
| LOW | include/strata/kernels/cvec.hpp | 1 | // include/strata/kernels/cvec.hpp - a control vector on the residual stream: the engine's side of llama.cpp's | COMMENT |
| LOW | include/strata/kernels/iq_kernels.hpp | 1 | // include/strata/kernels/iq_kernels.hpp - the i-quant formats (IQ1_M, IQ2_XXS, IQ2_XS, IQ2_S, IQ3_XXS, IQ3_S, | COMMENT |
| LOW | include/strata/kernels/iq_kernels.hpp | 61 | void iq_xmx_grouped(int ty, const uint8_t* const* a, const uint8_t* const* b, const int32_t* cnt, int n, | COMMENT |
| LOW | include/strata/kernels/gfx_arch.hpp | 1 | // include/strata/kernels/gfx_arch.hpp - which AMD architecture names the gfx11 matrix-core code (and the gfx12 native | COMMENT |
| LOW | include/strata/kernels/native_gdn_preprocess.hpp | 1 | #pragma once | COMMENT |
| LOW | include/strata/kernels/s2_gemv.hpp | 1 | // include/strata/kernels/s2_gemv.hpp - the S2 GEMV, host-callable (P2.S2). | COMMENT |
| LOW | include/strata/kernels/qsa_decode_attn.hpp | 1 | // include/strata/kernels/qsa_decode_attn.hpp - plan v0.3 P3/P7: split-K decode attention over the selected cells. | COMMENT |
| LOW | include/strata/kernels/native_qsa.hpp | 1 | #pragma once | COMMENT |
| LOW | include/strata/kernels/ple.hpp | 1 | // include/strata/kernels/ple.hpp - P2.S4: the PLE block's GPU half (`build_ple`, qwen4exp.cpp L1206-1293). | COMMENT |
| LOW | include/strata/kernels/ple.hpp | 21 | // | COMMENT |
| LOW | include/strata/kernels/ple.hpp | 101 | /// `ple_layer_xcheck.cpp` L79-83 records the transposed reading failing ggml's own assert. | COMMENT |
| LOW | include/strata/kernels/q8_1_finite.hpp | 1 | // include/strata/kernels/q8_1_finite.hpp - #606: the q8_1 activation block's scale and sum, kept finite. | COMMENT |
| LOW | include/strata/kernels/native_gr_postops.hpp | 1 | #pragma once | COMMENT |
| LOW | include/strata/kernels/gr.hpp | 1 | // include/strata/kernels/gr.hpp - the gated residual (hyper-connection), P2.S2. | COMMENT |
| LOW | include/strata/kernels/gr.hpp | 21 | COMMENT | |
| LOW | include/strata/kernels/gr.hpp | 41 | bool gr_native_mmvf_enabled(); | COMMENT |
| LOW | include/strata/kernels/gr.hpp | 81 | /// `build_hc_mix`. ONE token: `R` is (hc, n_embd) with n_embd fastest, i.e. stream c starts at c*n_embd. | COMMENT |
| LOW | include/strata/kernels/gr.hpp | 101 | /// **HISTORY, because this kernel was the engine's worst and the reason is instructive.** The first version | COMMENT |
| LOW | include/strata/kernels/qsa.hpp | 1 | // include/strata/kernels/qsa.hpp - the QSA (full-attention) layer's cache, indexer and attention, P2.S2. | COMMENT |
| LOW | include/strata/kernels/qsa.hpp | 21 | // The per-query form - a query at position i may only see blocks with `block_start + r - 1 <= i`, plus the tail | COMMENT |
| LOW | include/strata/kernels/qsa.hpp | 41 | // indexer_key_append int64_t pos FIXED now takes `const int32_t* pos_dev` | COMMENT |
| LOW | include/strata/kernels/qsa.hpp | 61 | // it must be WRITTEN DOWN, because the alternatives index the same numbers and a mix-up is silent. | COMMENT |
| LOW | include/strata/kernels/qsa.hpp | 81 | // different attention input. The key is a pooled MEAN of four raw keys followed by a norm and a rotation, so | COMMENT |
| LOW | include/strata/kernels/qsa.hpp | 121 | /// `rope.freq_base`, the DEFAULT frequency base. The artifact ships no `rope.scaling` keys, so the | COMMENT |
| LOW | include/strata/kernels/qsa.hpp | 141 | /// per-token argument is frozen at its first-token value on replay - silently, because the graph still runs and | COMMENT |
| LOW | include/strata/kernels/qsa.hpp | 161 | kStepCount = 4, | COMMENT |
| LOW | include/strata/kernels/qsa.hpp | 181 | /// | COMMENT |
| 1234 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | setup.py | 1243 | def recommend_remote_expert_opt(cfg: dict, off: bool = False) -> None: | CODE |
| LOW | setup.py | 1991 | def amd_device_access_problem(dev="/dev", access=os.access, listing=glob.glob) -> str | None: | CODE |
| LOW | …0-09-community-rtx5090-9800x3d-swift-1m/test_replay.py | 136 | def test_frozen_order_and_actual_output(self): | CODE |
| LOW | …0-09-community-rtx5090-9800x3d-swift-1m/test_replay.py | 156 | def test_stream_failures_recorded(self): | CODE |
| LOW⚡ | …0-09-community-rtx5090-9800x3d-swift-1m/test_replay.py | 169 | def test_ineligible_counts_are_failures(self): | CODE |
| LOW⚡ | …0-09-community-rtx5090-9800x3d-swift-1m/test_replay.py | 179 | def test_sha_mismatch_never_sends(self): | CODE |
| LOW⚡ | …0-09-community-rtx5090-9800x3d-swift-1m/test_replay.py | 187 | def test_disk_phase_and_native_slot_actions(self): | CODE |
| LOW | …0-09-community-rtx5090-9800x3d-swift-1m/test_replay.py | 203 | def test_unsafe_slot_basename_never_sends(self): | CODE |
| LOW | …0-09-community-rtx5090-9800x3d-swift-1m/test_replay.py | 209 | def test_decode_preserves_sequence_and_cache_eligibility(self): | CODE |
| LOW | …0-09-community-rtx5090-9800x3d-swift-1m/test_replay.py | 223 | def test_disk_wrong_needles_remain_actual(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 92 | def test_matches_the_engines_header(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 119 | def test_other_igpus_are_not_strix_halo(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 126 | def test_windows_id_then_name(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 163 | def test_marketing_name_by_cu_count(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 174 | def test_name_from_sysfs_is_kept(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 185 | def test_gtt_never_exceeds_the_ram(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 190 | def test_no_gtt_file_means_half_the_ram(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 255 | def test_strix_halo_with_a_discrete_card(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 270 | def test_strix_halo_with_strix_point_is_impossible_but_not_confused(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 281 | def test_two_strix_halo_ranked_by_index(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 326 | def test_other_integrated_radeons(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 336 | def test_hip_listing_of_strix_halo(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 438 | def test_the_recommended_model_is_a_regular_choice_on_amd(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 443 | def test_notes_are_recommendations(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 466 | def test_apu_memory_is_not_double_counted(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 502 | def test_other_chips_get_nothing(self): | CODE |
| LOW | tools/test_setup_strix_halo.py | 511 | def test_setup_prints_notes_through_the_exact_helper(self): | CODE |
| LOW⚡ | tools/test_check_isa_guard.py | 31 | def test_kernel_in_an_anonymous_namespace_of_a_wide_file_is_fine(self): | CODE |
| LOW⚡ | tools/test_check_isa_guard.py | 37 | def test_listed_public_entry_point_is_fine(self): | CODE |
| LOW⚡ | tools/test_check_isa_guard.py | 41 | def test_the_probe_must_not_be_wide(self): | CODE |
| LOW⚡ | tools/test_check_isa_guard.py | 47 | def test_weak_symbol_is_a_violation_even_in_a_wide_file(self): | CODE |
| LOW⚡ | tools/test_check_isa_guard.py | 52 | def test_wide_code_in_another_object_is_a_violation(self): | CODE |
| LOW⚡ | tools/test_check_isa_guard.py | 55 | def test_msvc_vectorizer_guard_is_accepted(self): | CODE |
| LOW | tools/test_tokenizer_plain_spans.py | 43 | def test_boundaries_overlaps_order_and_no_input_mutation(self): | CODE |
| LOW | tools/test_tokenizer_plain_spans.py | 61 | def test_whole_protected_text_is_literal_bytes(self): | CODE |
| LOW | tools/test_tokenizer_plain_spans.py | 69 | def test_randomized_spans_match_reference(self): | CODE |
| LOW | tools/test_tokenizer_plain_spans.py | 81 | def test_one_shot_iterables_preserve_consumption_behavior(self): | CODE |
| LOW | tools/test_tokenizer_plain_spans.py | 89 | def test_no_special_pattern_and_empty_text(self): | CODE |
| LOW | tools/test_setup_config.py | 46 | def test_user_keys_survive_a_rerun(self): | CODE |
| LOW | tools/test_setup_config.py | 62 | def test_a_first_install_is_unchanged(self): | CODE |
| LOW | tools/test_setup_config.py | 69 | def test_setup_keys_are_rewritten(self): | CODE |
| LOW | tools/test_setup_config.py | 109 | def test_an_unreadable_earlier_config_is_replaced_with_a_copy(self): | CODE |
| LOW | tools/test_setup_config.py | 117 | def test_display_tip_and_typed_ahead_flush(self): | CODE |
| LOW | tools/test_setup_config.py | 132 | def test_a_learned_expert_profile_is_carried(self): | CODE |
| LOW | tools/test_setup_config.py | 150 | def test_a_missing_mmproj_is_not_carried(self): | CODE |
| LOW | tools/test_setup_config.py | 156 | def test_a_copy_set_up_like_the_last_one_keeps_them_too(self): | CODE |
| LOW | tools/test_setup_config.py | 255 | def test_kept_when_setup_runs_again(self): | CODE |
| LOW⚡ | tools/test_setup_choices.py | 120 | def test_an_unsloth_ud_file_is_not_taken_for_a_gsq_rco_size(self): | CODE |
| LOW⚡ | tools/test_setup_choices.py | 127 | def test_a_folder_without_the_choice_names_what_is_there(self): | CODE |
| LOW⚡ | tools/test_setup_choices.py | 135 | def test_usable_folders_are_left_alone(self): | CODE |
| LOW⚡ | tools/test_setup_choices.py | 141 | def test_the_size_of_another_family(self): | CODE |
| LOW⚡ | tools/test_setup_choices.py | 427 | def test_with_images_one_value(self): | CODE |
| LOW⚡ | tools/test_setup_choices.py | 434 | def test_a_negative_value_is_refused(self): | CODE |
| LOW⚡ | tools/test_setup_choices.py | 440 | def test_kept_from_an_earlier_install(self): | CODE |
| LOW⚡ | tools/test_setup_choices.py | 572 | def test_env_names_the_compilers(self): | CODE |
| LOW⚡ | tools/test_setup_choices.py | 578 | def test_cudahostcxx_defaults_to_cxx_and_needs_cuda(self): | CODE |
| LOW⚡ | tools/test_setup_choices.py | 588 | def test_the_defs_reach_cmake(self): | CODE |
| LOW | tools/test_setup_choices.py | 35 | def test_a_card_the_encoder_has_no_code_for_gets_the_cpu_encoder(self): | CODE |
| LOW | tools/test_setup_choices.py | 40 | def test_covered_cards_keep_the_gpu_encoder(self): | CODE |
| LOW | tools/test_setup_choices.py | 52 | def test_other_choices_are_left_alone(self): | CODE |
| 946 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | setup.py | 353 | except (ImportError, OSError, ValueError, AttributeError): | CODE |
| HIGH | setup.py | 481 | except OSError: | CODE |
| HIGH | setup.py | 4103 | except (OSError, ValueError, AttributeError): | CODE |
| HIGH | setup.py | 725 | except OSError: | CODE |
| HIGH | setup.py | 1426 | except (OSError, subprocess.SubprocessError): | CODE |
| HIGH | setup.py | 2132 | except (OSError, ValueError): | CODE |
| HIGH | setup.py | 2932 | except OSError: | CODE |
| HIGH | setup.py | 3721 | except OSError: | CODE |
| HIGH | setup.py | 3736 | except OSError: | CODE |
| HIGH | setup.py | 3744 | except OSError: | CODE |
| HIGH | setup.py | 3773 | except OSError: | CODE |
| HIGH | setup.py | 3953 | except (OSError, ValueError): | CODE |
| HIGH | setup.py | 4379 | except (OSError, IndexError): | CODE |
| HIGH | setup.py | 2083 | except (OSError, ValueError): | CODE |
| HIGH | setup.py | 2264 | except OSError: | CODE |
| HIGH | setup.py | 3845 | except OSError: | CODE |
| HIGH | setup.py | 5496 | except OSError: | CODE |
| HIGH | bench/bench_vs_llama.py | 58 | except psutil.Error: | CODE |
| HIGH | bench/bench_vs_llama.py | 110 | except Exception: | CODE |
| HIGH | bench/bench_vs_llama.py | 135 | except psutil.Error: | CODE |
| HIGH | bench/bench_vs_llama.py | 126 | except psutil.Error: | CODE |
| HIGH | bench/bench_vs_llama.py | 133 | except psutil.Error: | CODE |
| HIGH | …03-ashley-2080ti/IQ3_XXS-1x2080Ti/data/strata-bench.py | 201 | except Exception: | CODE |
| HIGH | bench/results/2026-10-03-rx6900xt-coder/benchmark.py | 150 | except OSError: | CODE |
| HIGH | …ch/results/2026-10-02-community-rtx-5090-iq3s/bench.py | 117 | except Exception: | CODE |
| HIGH | …esults/2026-10-03-community-r9700-windows/benchmark.py | 196 | except Exception: | CODE |
| HIGH | …esults/2026-10-03-community-r9700-windows/benchmark.py | 338 | except Exception: | CODE |
| HIGH | …unity-rtx4090-toolcall-hotfix/probe_restart_waiters.py | 111 | except Exception: # noqa: BLE001 | CODE |
| HIGH | …unity-rtx4090-toolcall-hotfix/probe_restart_waiters.py | 74 | except Exception: # noqa: BLE001 | CODE |
| HIGH | bench/results/2026-10-10-community-rx-9070/benchmark.py | 213 | except Exception: | CODE |
| HIGH | bench/results/2026-10-10-community-rx-9070/benchmark.py | 358 | except Exception: | CODE |
| HIGH | …esults/2026-10-04-community-rx-6800-windows/run_all.py | 46 | except (psutil.NoSuchProcess, psutil.AccessDenied): | CODE |
| HIGH | …0-09-community-rtx5090-9800x3d-swift-1m/test_replay.py | 99 | except (BrokenPipeError, ConnectionResetError): | CODE |
| HIGH | …026-10-09-community-rtx5090-9800x3d-swift-1m/replay.py | 101 | except OSError: | CODE |
| HIGH | …10-07-community-rtx5090-pro4000-helper/bench_ladder.py | 8 | except OSError: | CODE |
| HIGH | …9-community-gfx1151-ud-iq4xs-0.1.41/scripts/measure.py | 92 | except (OSError,ValueError):pass | CODE |
| HIGH | …26-10-09-community-rtx-5080-4060ti-0.1.41/benchmark.py | 37 | except OSError: | CODE |
| HIGH | …/2026-10-05-community-rtx-5090-9700x-iq3s/benchmark.py | 75 | except (OSError, subprocess.SubprocessError): | CODE |
| HIGH | …26-10-01-community-2x-rtx-pro-4500/spec-sweep/sweep.py | 51 | except Exception: pass | CODE |
| HIGH | …26-10-01-community-2x-rtx-pro-4500/spec-sweep/sweep.py | 31 | except OSError: pass | CODE |
| HIGH | bench/results/2026-10-03-windows-groups/benchmark.py | 150 | except OSError: | CODE |
| HIGH | bench/results/2026-10-03-dev-5090/strata-bench.py | 201 | except Exception: | CODE |
| HIGH | …/2026-10-03-dev-5090/IQ3_S-1x5090/data/strata-bench.py | 200 | except Exception: | CODE |
| HIGH | …09-community-rtx-3060-0141/scripts/strata_bench_run.py | 52 | except psutil.NoSuchProcess: | CODE |
| HIGH | …09-community-rtx-3060-0141/scripts/strata_bench_run.py | 60 | except psutil.NoSuchProcess: | CODE |
| HIGH | …09-community-rtx-3060-0141/scripts/strata_bench_run.py | 975 | except psutil.NoSuchProcess: | CODE |
| HIGH | …09-community-rtx-3060-0141/scripts/strata_bench_run.py | 253 | except (OSError, ValueError): | CODE |
| HIGH | …09-community-rtx-3060-0141/scripts/strata_bench_run.py | 330 | except (OSError, ValueError): | CODE |
| HIGH | …09-community-rtx-3060-0141/scripts/strata_bench_run.py | 166 | except psutil.NoSuchProcess: | CODE |
| HIGH | …09-community-rtx-3060-0141/scripts/strata_bench_run.py | 972 | except psutil.NoSuchProcess: | CODE |
| HIGH | …09-community-rtx-3060-0141/scripts/strata_bench_run.py | 784 | except CaseError: | CODE |
| HIGH | …09-community-rtx-3060-0141/scripts/strata_bench_run.py | 164 | except psutil.NoSuchProcess: | CODE |
| HIGH | …sults/2026-10-02-community-rtx2080ti-11gb/summarize.py | 26 | except ValueError: | CODE |
| HIGH | …lts/2026-10-02-community-rtx2080ti-11gb/image_check.py | 38 | except OSError: | CODE |
| HIGH | …lts/2026-10-06-community-rtx4090-opt-ins/conc_bench.py | 68 | except Exception: | CODE |
| HIGH | …sults/2026-10-04-community-rtx-5090-9700x/benchmark.py | 62 | except (OSError, subprocess.SubprocessError): | CODE |
| HIGH | …2026-10-04-community-rtx-5090-9700x/long/bench_long.py | 218 | except (OSError, ValueError, urllib.error.URLError): | CODE |
| HIGH | bench/results/2026-10-01-ctx-ladder/run.py | 155 | except Exception: | CODE |
| HIGH | tools/mtp_fetch.py | 171 | except OSError: | CODE |
| HIGH | tools/mtp_fetch.py | 293 | except OSError: | CODE |
| 77 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | setup.py | 466 | CODE | |
| LOW | setup.py | 547 | CODE | |
| LOW | setup.py | 667 | CODE | |
| LOW | setup.py | 1449 | CODE | |
| LOW | setup.py | 1798 | CODE | |
| LOW | setup.py | 1901 | CODE | |
| LOW | setup.py | 2400 | CODE | |
| LOW | setup.py | 2448 | CODE | |
| LOW | setup.py | 3079 | CODE | |
| LOW | setup.py | 3726 | CODE | |
| LOW | setup.py | 3777 | CODE | |
| LOW | setup.py | 4276 | CODE | |
| LOW | setup.py | 4763 | CODE | |
| LOW | setup.py | 4789 | CODE | |
| LOW | setup.py | 3785 | CODE | |
| LOW | chat.py | 35 | CODE | |
| LOW | bench/bench_vs_llama.py | 186 | CODE | |
| LOW | bench/bench_vs_llama.py | 117 | CODE | |
| LOW | …h/results/2026-10-06-community-rtx-5060ti/benchmark.py | 36 | CODE | |
| LOW | …h/results/2026-10-06-community-rtx-5060ti/benchmark.py | 70 | CODE | |
| LOW | …s/2026-10-04-windows-mapped-release/monitor_windows.py | 68 | CODE | |
| LOW | …results/2026-10-04-windows-mapped-release/benchmark.py | 118 | CODE | |
| LOW | …results/2026-10-04-windows-mapped-release/benchmark.py | 241 | CODE | |
| LOW | …03-ashley-2080ti/IQ3_XXS-1x2080Ti/data/strata-bench.py | 72 | CODE | |
| LOW | …03-ashley-2080ti/IQ3_XXS-1x2080Ti/data/strata-bench.py | 180 | CODE | |
| LOW | …nch/results/2026-10-09-rope-yarn-long-context/probe.py | 25 | CODE | |
| LOW | …nch/results/2026-10-09-rope-yarn-long-context/probe.py | 70 | CODE | |
| LOW | …6-community-2x-rtx-pro-4500-engine-0.1.40.1/parlast.py | 16 | CODE | |
| LOW | …lts/2026-10-06-community-4x-tesla-p100/strata_bench.py | 45 | CODE | |
| LOW | bench/results/2026-10-03-rx6900xt-coder/benchmark.py | 109 | CODE | |
| LOW | bench/results/2026-10-03-rx6900xt-coder/benchmark.py | 138 | CODE | |
| LOW | …ch/results/2026-10-03-rx6900xt-coder/check_followup.py | 38 | CODE | |
| LOW | …munity-rtx-5080-w7-2475x-ud-iq4xs-786k/thread_bench.py | 43 | CODE | |
| LOW | …nity-2x-rtx3080-20gb-ud-q4-k-xl-512k-pool/benchmark.py | 18 | CODE | |
| LOW | …nity-2x-rtx3080-20gb-ud-q4-k-xl-512k-pool/benchmark.py | 52 | CODE | |
| LOW | …ommunity-2x-rtx3080-20gb-ud-q4-k-xl-512k-pool/ab/ab.py | 31 | CODE | |
| LOW | …-08-community-r9700-linux/harness/bench_incremental.py | 16 | CODE | |
| LOW | …26-10-08-community-r9700-linux/harness/bench_engine.py | 67 | CODE | |
| LOW | …s/2026-10-07-community-rtx-5080-docker-wsl2/monitor.py | 14 | CODE | |
| LOW | …2026-10-07-community-rtx-5080-docker-wsl2/benchmark.py | 24 | CODE | |
| LOW | …2026-10-07-community-rtx-5080-docker-wsl2/benchmark.py | 58 | CODE | |
| LOW | …ch/results/2026-10-04-community-mi50/benchmark_mi50.py | 18 | CODE | |
| LOW | …ch/results/2026-10-04-community-mi50/benchmark_mi50.py | 63 | CODE | |
| LOW | …esults/2026-10-04-community-v100-16gb-ram/benchmark.py | 18 | CODE | |
| LOW | …esults/2026-10-04-community-v100-16gb-ram/benchmark.py | 52 | CODE | |
| LOW | …esults/2026-10-05-community-2x-rtx-4060ti/benchmark.py | 18 | CODE | |
| LOW | …esults/2026-10-05-community-2x-rtx-4060ti/benchmark.py | 52 | CODE | |
| LOW | bench/results/2026-09-27-esp/esp_serve.py | 76 | CODE | |
| LOW | …ults/2026-10-06-community-rtx-5090-laptop/benchmark.py | 65 | CODE | |
| LOW | …ults/2026-10-06-community-rtx-5090-laptop/benchmark.py | 102 | CODE | |
| LOW | …-02-community-rtx5090-1m-agent/bench_agent_workload.py | 55 | CODE | |
| LOW | …sults/2026-10-05-community-2x-p40/scripts/summarize.py | 9 | CODE | |
| LOW | …sults/2026-10-05-community-2x-p40/scripts/summarize.py | 43 | CODE | |
| LOW | …h/results/2026-10-05-community-2x-p40/scripts/bench.py | 36 | CODE | |
| LOW | …h/results/2026-10-05-community-2x-p40/scripts/bench.py | 327 | CODE | |
| LOW | …h/results/2026-10-05-community-2x-p40/scripts/bench.py | 435 | CODE | |
| LOW | …026-10-07-community-arc-b65-v01402/frozen-community.py | 32 | CODE | |
| LOW | …sults/2026-10-07-community-arc-b65-v01402/benchmark.py | 32 | CODE | |
| LOW | …2026-10-07-community-arc-b65-v01402/public-fixtures.py | 12 | CODE | |
| LOW | …esults/2026-10-03-community-r9700-windows/benchmark.py | 134 | CODE | |
| 229 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | setup.py | 386 | def out(cmd): | CODE |
| MEDIUM | setup.py | 2712 | def driver_major(gpu): | CODE |
| MEDIUM | setup.py | 3701 | def load_settings() -> dict: | CODE |
| LOW | setup.py | 692 | except Exception: | CODE |
| LOW | setup.py | 747 | except Exception: | CODE |
| LOW | setup.py | 789 | except Exception: | CODE |
| LOW | setup.py | 830 | except Exception: | CODE |
| LOW | setup.py | 1776 | except Exception: | CODE |
| LOW | setup.py | 2393 | except Exception: # noqa: BLE001 - a missing helper must not stop setup | CODE |
| LOW | setup.py | 2784 | except Exception: | CODE |
| LOW | setup.py | 3160 | except Exception as e: # a failed download must not stop the model from starting | CODE |
| LOW | setup.py | 4161 | except Exception as e: # never stops an install: the defaults stay | CODE |
| LOW | bench/bench_vs_llama.py | 43 | except Exception: | CODE |
| LOW | bench/bench_vs_llama.py | 110 | except Exception: | CODE |
| LOW | bench/bench_vs_llama.py | 217 | except Exception as e: | CODE |
| MEDIUM | bench/bench_vs_llama.py | 38 | def vram_used_mib(): | CODE |
| LOW | …results/2026-10-04-windows-mapped-release/benchmark.py | 146 | except Exception as error: | CODE |
| LOW | …results/2026-10-04-windows-mapped-release/benchmark.py | 207 | except Exception as error: | CODE |
| LOW | …results/2026-10-04-windows-mapped-release/benchmark.py | 215 | except Exception as error: | CODE |
| LOW | …03-ashley-2080ti/IQ3_XXS-1x2080Ti/data/strata-bench.py | 201 | except Exception: | CODE |
| LOW | …03-ashley-2080ti/IQ3_XXS-1x2080Ti/data/strata-bench.py | 217 | except Exception as e: # noqa: BLE001 - record and continue with the next cell | CODE |
| LOW | …nch/results/2026-10-09-rope-yarn-long-context/probe.py | 80 | except Exception as exc:sample['monitor_error']=str(exc) | CODE |
| LOW | …nch/results/2026-10-09-rope-yarn-long-context/probe.py | 96 | except Exception as exc: | CODE |
| LOW | …6-community-2x-rtx-pro-4500-engine-0.1.40.1/parlast.py | 33 | except Exception as e: | CODE |
| LOW | …lts/2026-10-06-community-4x-tesla-p100/strata_bench.py | 27 | except Exception: | CODE |
| LOW | …s/2026-10-07-community-rtx-5080-docker-wsl2/monitor.py | 46 | except Exception as error: # a sample may race a restart; keep going | CODE |
| LOW | …ch/results/2026-10-02-community-rtx-5090-iq3s/bench.py | 117 | except Exception: | CODE |
| LOW | bench/results/2026-10-04-community-mi50/monitor_mi50.py | 20 | except Exception as error: # noqa: BLE001 | CODE |
| MEDIUM | bench/results/2026-10-04-community-mi50/monitor_mi50.py | 14 | def gpu_mem(): | CODE |
| LOW | …/results/2026-10-04-community-2x-rtx3060/retry-512k.py | 51 | except Exception as e: | CODE |
| LOW | …esults/2026-10-04-community-2x-rtx3060/bench-0.1.39.py | 82 | except Exception: | CODE |
| LOW | …esults/2026-10-04-community-2x-rtx3060/bench-0.1.39.py | 166 | except Exception: | CODE |
| LOW | …esults/2026-10-04-community-2x-rtx3060/bench-0.1.39.py | 187 | except Exception: | CODE |
| LOW | …esults/2026-10-04-community-2x-rtx3060/bench-0.1.39.py | 215 | except Exception as e: | CODE |
| LOW | …esults/2026-10-04-community-2x-rtx3060/bench-0.1.39.py | 230 | except Exception as e: | CODE |
| LOW | …esults/2026-10-04-community-2x-rtx3060/bench-0.1.39.py | 245 | except Exception as e: | CODE |
| MEDIUM | …esults/2026-10-04-community-2x-rtx3060/bench-0.1.39.py | 76 | def gpu_mem(): | CODE |
| MEDIUM | …esults/2026-10-04-community-2x-rtx3060/bench-0.1.39.py | 184 | def sh(cmd): | CODE |
| LOW | bench/results/2026-10-04-community-2x-rtx3060/bench.py | 82 | except Exception: | CODE |
| LOW | bench/results/2026-10-04-community-2x-rtx3060/bench.py | 166 | except Exception: | CODE |
| LOW | bench/results/2026-10-04-community-2x-rtx3060/bench.py | 187 | except Exception: | CODE |
| LOW | bench/results/2026-10-04-community-2x-rtx3060/bench.py | 215 | except Exception as e: | CODE |
| LOW | bench/results/2026-10-04-community-2x-rtx3060/bench.py | 230 | except Exception as e: | CODE |
| LOW | bench/results/2026-10-04-community-2x-rtx3060/bench.py | 245 | except Exception as e: | CODE |
| MEDIUM | bench/results/2026-10-04-community-2x-rtx3060/bench.py | 76 | def gpu_mem(): | CODE |
| MEDIUM | bench/results/2026-10-04-community-2x-rtx3060/bench.py | 184 | def sh(cmd): | CODE |
| LOW | …s/2026-10-06-community-rtx-5090-laptop/coding_check.py | 53 | except Exception as e: | CODE |
| LOW | …esults/2026-10-06-community-rtx-5090-laptop/monitor.py | 7 | except Exception as e: | CODE |
| LOW | …ults/2026-10-06-community-rtx-5090-laptop/benchmark.py | 42 | except Exception: | CODE |
| LOW | …ults/2026-10-06-community-rtx-5090-laptop/benchmark.py | 139 | except Exception as error: # recorded, excluded from the statistics | CODE |
| MEDIUM | …ults/2026-10-06-community-rtx-5090-laptop/benchmark.py | 37 | def _gpu_mib(self): | CODE |
| LOW | …h/results/2026-10-05-community-2x-p40/scripts/bench.py | 83 | except Exception: | CODE |
| LOW | …h/results/2026-10-05-community-2x-p40/scripts/bench.py | 258 | except Exception as ex: | CODE |
| LOW | …h/results/2026-10-05-community-2x-p40/scripts/bench.py | 346 | except Exception as ex: | CODE |
| LOW | …h/results/2026-10-05-community-2x-p40/scripts/bench.py | 467 | except Exception as ex: | CODE |
| LOW | …esults/2026-10-03-community-r9700-windows/benchmark.py | 196 | except Exception: | CODE |
| LOW | …esults/2026-10-03-community-r9700-windows/benchmark.py | 246 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | …esults/2026-10-03-community-r9700-windows/benchmark.py | 338 | except Exception: | CODE |
| LOW | …unity-rtx4090-toolcall-hotfix/probe_restart_waiters.py | 74 | except Exception: # noqa: BLE001 | CODE |
| LOW | …unity-rtx4090-toolcall-hotfix/probe_restart_waiters.py | 76 | except Exception as e: # noqa: BLE001 | CODE |
| 132 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | bench/test_gfx906_qsa_query_swizzle_guard.py | 52 | if (device < 0 || device >= 8) return 1; | CODE |
| HIGH | bench/test_gfx906_qsa_query_swizzle_guard.py | 70 | require(mock.device_calls == 0 && mock.property_calls == 0, "inactive dispatch makes no HIP queries"); | CODE |
| HIGH | bench/test_gfx906_qsa_query_swizzle_guard.py | 73 | require(mock.device_calls == 2 && mock.property_calls == 1, "ordinal checked each time, properties cached"); | CODE |
| HIGH | bench/test_gfx906_qsa_query_swizzle_guard.py | 90 | require(mock.property_calls == properties && mock.clear_calls == clears + 1, "device error avoids property query"); | CODE |
| HIGH | bench/test_gfx906_qsa_query_swizzle_guard.py | 103 | require(mock.property_calls == properties + 2 && mock.clear_calls == clears + 2, "property errors remain retryable") | CODE |
| HIGH | …esults/2026-10-04-community-2x-rtx3060/bench-0.1.39.py | 197 | "os": sh(["bash", "-c", ". /etc/os-release && echo $PRETTY_NAME"]), | CODE |
| HIGH | bench/results/2026-10-04-community-2x-rtx3060/bench.py | 197 | "os": sh(["bash", "-c", ". /etc/os-release && echo $PRETTY_NAME"]), | CODE |
| HIGH | …s/2026-10-04-community-rx-6800-windows/strata_eval2.py | 109 | "assert.ok(!deepEqual({a: 1}, {a: 1, b: undefined}));\nassert.ok(!deepEqual([1, 2], [1, 2, 3]));\n" | CODE |
| HIGH | …s/2026-10-04-community-rx-6800-windows/strata_eval2.py | 110 | "assert.ok(!deepEqual(new Date(1), new Date(2)));\nassert.ok(deepEqual(null, null) && !deepEqual(null, {}));\n" | CODE |
| HIGH | …s/2026-10-10-community-rx-9060-xt/scripts/benchmark.py | 184 | ("validation_logic", 'Accept only JSON numbers which are finite and nonnegative (zero is valid); reject null, st | CODE |
| HIGH | …10-10-community-rx-9060-xt/scripts/reproduce_direct.py | 10 | VALIDATION = 'Accept only JSON numbers which are finite and nonnegative (zero is valid); reject null, strings and negati | CODE |
| HIGH | bench/results/2026-10-01-ctx-ladder/aggregate.py | 167 | "docker rm -f strata && sleep 2", | CODE |
| HIGH | …0-04-community-rx7900xtx-hipblaslt-100500/ab-driver.py | 138 | f"cd /home/zacch/projects/strata-amd && exec env {envstr} {EXE} {cmd}"] | CODE |
| HIGH | tools/test_strata_mcp.py | 296 | self.assertRejected("strata_install", {"gpus": "0 && calc"}, "gpus=") | STRING |
| HIGH⚡ | sycl/tools/fixups.py | 92 | " for (uint32_t spin = 0; spin < strata::kSpinMax && strata::sys_load(flag) != want; ++spin) {}") | CODE |
| HIGH⚡ | sycl/tools/fixups.py | 94 | " for (uint32_t spin = 0; spin < strata::kSpinMax && strata::sys_load(flag) < value; ++spin) {}") | CODE |
| HIGH⚡ | sycl/tools/fixups.py | 99 | " for (uint32_t spin = 0; spin < strata::kSpinMax && strata::sys_load(flag) != want; ++spin) strata | CODE |
| HIGH⚡ | sycl/tools/fixups.py | 101 | " for (uint32_t spin = 0; spin < strata::kSpinMax && strata::sys_load(flag) < value; ++spin) strata | CODE |
| HIGH | sycl/tools/fixups.py | 304 | " if (!(spin && spin[0] == '0'))\n cudaInitDevice(device, cudaDeviceScheduleSpin | cudaDeviceMapHost, 0);" | CODE |
| HIGH | serve/server.py | 3706 | text = stops.push(ev.text or "") | CODE |
| HIGH | serve/server.py | 3847 | piece = detok.push(t) | CODE |
| HIGH | serve/server.py | 3974 | evs = cut(parser.feed(detok.push(t))) | CODE |
| HIGH | serve/server.py | 4004 | evs = cut(parser.feed(detok.push(t))) | CODE |
| HIGH | serve/server.py | 5280 | 'or {"defaults": null} to clear them'}}) | CODE |
| HIGH⚡ | serve/test_server.py | 2786 | """A body with no "defaults" key is a mistake, not the documented "clear them" ({"defaults": null}).""" | STRING |
| HIGH⚡ | serve/test_server.py | 4807 | self.assertEqual(m.push("a <"), "a ") # "<" may start "</s>" | STRING |
| HIGH⚡ | serve/test_server.py | 4808 | self.assertEqual(m.push("b"), "<b") # it did not | STRING |
| HIGH⚡ | serve/test_server.py | 4809 | self.assertEqual(m.push("c </"), "c ") | STRING |
| HIGH⚡ | serve/test_server.py | 4810 | self.assertEqual(m.push("s> d"), "") | STRING |
| HIGH⚡ | serve/test_server.py | 4812 | self.assertEqual(m.push("more"), "") | STRING |
| HIGH⚡ | serve/test_detok.py | 67 | old += a.push(t) | CODE |
| HIGH⚡ | serve/test_detok.py | 68 | new += b.push(t) | CODE |
| HIGH⚡ | serve/test_detok.py | 91 | d.push(t) | CODE |
| HIGH⚡ | serve/test_detok.py | 94 | d.push(t) | CODE |
| HIGH⚡ | serve/test_detok.py | 97 | d.push(t) | CODE |
| HIGH⚡ | serve/test_detok.py | 100 | d.push(t) | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | setup.py | 39 | CODE | |
| LOW | chat.py | 10 | CODE | |
| LOW | …-09-community-p4-prefill-roofline/p4_prefill_runner.py | 1 | CODE | |
| LOW | …s/2026-10-04-windows-mapped-release/monitor_windows.py | 2 | CODE | |
| LOW | …results/2026-10-04-windows-mapped-release/benchmark.py | 8 | CODE | |
| LOW | …sults/2026-10-08-community-rtx4070-iq2-xs/reproduce.py | 8 | CODE | |
| LOW | …26-10-08-community-rtx4070-iq2-xs/make_local_prompt.py | 9 | CODE | |
| LOW | …6-community-2x-rtx-pro-4500-engine-0.1.40.1/parlast.py | 3 | CODE | |
| LOW | …mmunity-rtx-5080-w7-2475x-ud-iq4xs-786k/bench_sweep.py | 13 | CODE | |
| LOW | …-09-community-rtx-5080-w7-2475x-ud-iq4xs-786k/guard.py | 13 | CODE | |
| LOW | …munity-rtx-5080-w7-2475x-ud-iq4xs-786k/thread_bench.py | 17 | CODE | |
| LOW | …-02-community-rtx-5090-iq3s/conversation_cache_demo.py | 11 | CODE | |
| LOW | …ch/results/2026-10-02-community-rtx-5090-iq3s/bench.py | 12 | CODE | |
| LOW | …esults/2026-10-03-community-r9700-windows/benchmark.py | 24 | CODE | |
| LOW | …esults/2026-10-03-community-r9700-windows/benchmark.py | 28 | CODE | |
| LOW | bench/results/2026-10-10-community-rx-9070/benchmark.py | 24 | CODE | |
| LOW | bench/results/2026-10-10-community-rx-9070/benchmark.py | 28 | CODE | |
| LOW | …-10-08-community-2x-titan-rtx-0.1.40.3/needle_bench.py | 14 | CODE | |
| LOW | …nch/results/2026-10-04-community-rx-6800-windows/ab.py | 7 | CODE | |
| LOW | …ts/2026-10-04-community-rx-6800-windows/strata_eval.py | 6 | CODE | |
| LOW | …esults/2026-10-04-community-rx-6800-windows/run_all.py | 6 | CODE | |
| LOW | …ch/results/2026-10-04-community-rx-6800-windows/par.py | 6 | CODE | |
| LOW | …s/2026-10-04-community-rx-6800-windows/strata_eval2.py | 3 | CODE | |
| LOW | …10-07-community-rtx5090-pro4000-helper/bench_ladder.py | 1 | CODE | |
| LOW | …10-07-community-rtx5090-pro4000-helper/bench_ladder.py | 1 | CODE | |
| LOW | …9-community-gfx1151-ud-iq4xs-0.1.41/scripts/measure.py | 7 | CODE | |
| LOW | bench/results/2026-10-05-community-arc-b65/summarize.py | 5 | CODE | |
| LOW | …ts/2026-10-05-community-arc-b65/benchy-v1/benchmark.py | 3 | CODE | |
| LOW | …unity-rtx-3060-0141/scripts/strata_bench_soak_retry.py | 3 | CODE | |
| LOW | …rtx-3060-0141/scripts/strata_bench_iq3_extra_recall.py | 2 | CODE | |
| LOW | …rtx-3060-0141/scripts/strata_bench_iq3_extra_recall.py | 3 | CODE | |
| LOW | …lts/2026-10-02-community-rtx2080ti-11gb/run_needles.py | 10 | CODE | |
| LOW | …/results/2026-10-02-community-rtx2080ti-11gb/common.py | 6 | CODE | |
| LOW | …lts/2026-10-02-community-rtx2080ti-11gb/image_check.py | 13 | CODE | |
| LOW | …ts/2026-10-02-community-rtx2080ti-11gb/bench_server.py | 19 | CODE | |
| LOW | …/2026-10-07-community-v100-p100-helper/bench_report.py | 9 | CODE | |
| LOW | …ults/2026-10-09-community-2x-rx-6900xt-0.1.41/table.py | 1 | CODE | |
| LOW | …lts/2026-10-06-community-rtx4090-opt-ins/conc_bench.py | 28 | CODE | |
| LOW | …results/2026-10-06-community-rx-6800m/strata-recall.py | 6 | CODE | |
| LOW | …/results/2026-10-06-community-rx-6800m/strata-bench.py | 21 | CODE | |
| LOW | …/results/2026-10-06-community-rx-6800m/strata-bench.py | 25 | CODE | |
| LOW | bench/results/2026-10-01-ctx-ladder/aggregate.py | 27 | CODE | |
| LOW | bench/results/2026-10-01-ctx-ladder/run.py | 19 | CODE | |
| LOW | bench/results/2026-10-01-ctx-ladder/run.py | 25 | CODE | |
| LOW | bench/results/2026-10-01-ctx-ladder/run.py | 27 | CODE | |
| LOW | ref/load.py | 18 | CODE | |
| LOW | tools/test_setup_strix_halo.py | 15 | CODE | |
| LOW | tools/test_check_isa_guard.py | 5 | CODE | |
| LOW | tools/test_setup_config.py | 6 | CODE | |
| LOW | tools/gguf_writer.py | 21 | CODE | |
| LOW | tools/needle_bench.py | 14 | CODE | |
| LOW | tools/batch_interleave_test.py | 23 | CODE | |
| LOW | tools/test_setup_choices.py | 7 | CODE | |
| LOW | tools/bench_eviction.py | 40 | CODE | |
| LOW | tools/canonical_xcheck.py | 22 | CODE | |
| LOW | tools/canonical_xcheck.py | 29 | CODE | |
| LOW | tools/canonical_xcheck.py | 42 | CODE | |
| LOW | tools/mtp_rt.py | 14 | CODE | |
| LOW | tools/test_setup_pins.py | 7 | CODE | |
| LOW | tools/test_setup_lowram.py | 7 | CODE | |
| 98 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | …10-02-community-2x-rtx-pro-4500-engine-0.1.36/bench.py | 0 | community benchmark: laufender server (port 8080), 3 laeufe je laenge, 256 token, greedy, prompt ohne cache (nonce vorn) | STRING |
| HIGH | …-06-community-2x-rtx-pro-4500-engine-0.1.40.1/bench.py | 0 | community benchmark: laufender server (port 8080), 3 laeufe je laenge, 256 token, greedy, prompt ohne cache (nonce vorn) | STRING |
| HIGH | …/results/2026-10-01-community-2x-rtx-pro-4500/bench.py | 0 | community benchmark: laufender server (port 8080), 3 laeufe je laenge, 256 token, greedy, prompt ohne cache (nonce vorn) | STRING |
| HIGH | …nch/results/2026-10-06-community-rtx-5060ti/monitor.py | 0 | sample system ram, swap and gpu memory once per second during the trial. | STRING |
| HIGH | …/results/2026-10-05-community-2x-rtx-4060ti/monitor.py | 0 | sample system ram, swap and gpu memory once per second during the trial. | STRING |
| HIGH | bench/results/2026-09-30-community-rtx-5090/monitor.py | 0 | sample system ram, swap and gpu memory once per second during the trial. | STRING |
| HIGH | …h/results/2026-10-06-community-rtx-5060ti/benchmark.py | 0 | serial, fresh-prompt strata benchmark. run inside its prepared environment. | STRING |
| HIGH | …nity-2x-rtx3080-20gb-ud-q4-k-xl-512k-pool/benchmark.py | 0 | serial, fresh-prompt strata benchmark. run inside its prepared environment. | STRING |
| HIGH | …esults/2026-10-04-community-v100-16gb-ram/benchmark.py | 0 | serial, fresh-prompt strata benchmark. run inside its prepared environment. | STRING |
| HIGH | …esults/2026-10-05-community-2x-rtx-4060ti/benchmark.py | 0 | serial, fresh-prompt strata benchmark. run inside its prepared environment. | STRING |
| HIGH | …26-10-09-community-rtx-5060-ti-e5-2680-v4/benchmark.py | 0 | serial, fresh-prompt strata benchmark. run inside its prepared environment. | STRING |
| HIGH | …results/2026-10-05-community-2x-rx-6900xt/benchmark.py | 0 | serial, fresh-prompt strata benchmark. run inside its prepared environment. | STRING |
| HIGH | …h/results/2026-10-05-community-rx-6700-xt/benchmark.py | 0 | serial, fresh-prompt strata benchmark. run inside its prepared environment. | STRING |
| HIGH | bench/results/2026-10-06-community-2x-p100/benchmark.py | 0 | serial, fresh-prompt strata benchmark. run inside its prepared environment. | STRING |
| HIGH | bench/results/2026-10-03-community-2x-mi50/benchmark.py | 0 | serial, fresh-prompt strata benchmark. run inside its prepared environment. | STRING |
| HIGH | …nch/results/2026-09-30-community-rtx-5090/benchmark.py | 0 | serial, fresh-prompt strata benchmark. run inside its prepared environment. | STRING |
| HIGH | …s/2026-10-04-community-v100-rtx4070-split/benchmark.py | 0 | serial, fresh-prompt strata benchmark. run inside its prepared environment. | STRING |
| HIGH | …/2026-10-09-community-2x-rx-6900xt-0.1.41/benchmark.py | 0 | serial, fresh-prompt strata benchmark. run inside its prepared environment. | STRING |
| HIGH | …03-ashley-2080ti/IQ3_XXS-1x2080Ti/data/strata-bench.py | 0 | strata benchmark harness (contribution plan, pr 1 step 1.2). follows the upstream method (bench/results/2026-09-28-speed | STRING |
| HIGH | …lts/2026-09-29-rtx3090-epyc-milan/data/strata-bench.py | 0 | strata benchmark harness (contribution plan, pr 1 step 1.2). follows the upstream method (bench/results/2026-09-28-speed | STRING |
| HIGH | bench/results/2026-10-03-dev-5090/strata-bench.py | 0 | strata benchmark harness (contribution plan, pr 1 step 1.2). follows the upstream method (bench/results/2026-09-28-speed | STRING |
| HIGH | …/2026-10-03-dev-5090/IQ3_S-1x5090/data/strata-bench.py | 0 | strata benchmark harness (contribution plan, pr 1 step 1.2). follows the upstream method (bench/results/2026-09-28-speed | STRING |
| HIGH | …03-ashley-2080ti/IQ3_XXS-1x2080Ti/data/strata-bench.py | 0 | best effort: the last 'prompt ... tok/s ... generated ... tok/s' line -> (prompt, decode). | STRING |
| HIGH | …lts/2026-09-29-rtx3090-epyc-milan/data/strata-bench.py | 0 | best effort: the last 'prompt ... tok/s ... generated ... tok/s' line -> (prompt, decode). | STRING |
| HIGH | bench/results/2026-10-03-dev-5090/strata-bench.py | 0 | best effort: the last 'prompt ... tok/s ... generated ... tok/s' line -> (prompt, decode). | STRING |
| HIGH | …/2026-10-03-dev-5090/IQ3_S-1x5090/data/strata-bench.py | 0 | best effort: the last 'prompt ... tok/s ... generated ... tok/s' line -> (prompt, decode). | STRING |
| HIGH | …026-10-07-community-arc-b65-v01402/frozen-community.py | 0 | three fresh native runs; only numeric timing and hash receipts persist. use under an independent gpu/resource guard, wit | STRING |
| HIGH | …sults/2026-10-07-community-arc-b65-v01402/benchmark.py | 0 | three fresh native runs; only numeric timing and hash receipts persist. use under an independent gpu/resource guard, wit | STRING |
| HIGH | bench/results/2026-10-05-community-arc-b65/benchmark.py | 0 | three fresh native runs; only numeric timing and hash receipts persist. use under an independent gpu/resource guard, wit | STRING |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | …nch/results/2026-09-29-layer-split/data/pp-ks-k20.json | 54 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …/results/2026-09-29-layer-split/data/pp-v-x2-auto.json | 68 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …h/results/2026-09-29-layer-split/data/pp-x2r-auto.json | 58 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …-layer-split/data/norepeat-nr-x2-auto-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[ | CODE |
| MEDIUM | …nch/results/2026-09-29-layer-split/data/pp-x2-k16.json | 58 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …ayer-split/data/norepeat-nr-v-x2-auto-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[ | CODE |
| MEDIUM | …h/results/2026-09-29-layer-split/data/pp-x2t-auto.json | 64 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …-29-layer-split/data/norepeat-reg-rel-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[ | CODE |
| MEDIUM | …nch/results/2026-09-29-layer-split/data/pp-ks-k21.json | 54 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …/results/2026-09-29-layer-split/data/pp-v-x3-auto.json | 54 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …nch/results/2026-09-29-layer-split/data/pp-ks-k26.json | 54 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …nch/results/2026-09-29-layer-split/data/pp-ks-k30.json | 54 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …results/2026-09-29-layer-split/data/pp-v-x2r-auto.json | 54 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …h/results/2026-09-29-layer-split/data/pp-dev-5080.json | 55 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …-layer-split/data/norepeat-nr-x3-auto-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv(file_path: str) -> List[Dict[str | CODE |
| MEDIUM | …ults/2026-09-29-layer-split/data/pp-x2-auto-c1024.json | 60 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv(file_path: str) -> List[Dict[st | CODE |
| MEDIUM | …nch/results/2026-09-29-layer-split/data/pp-ks-k32.json | 54 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …/results/2026-09-29-layer-split/data/pp-ks-single.json | 51 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …nch/results/2026-09-29-layer-split/data/pp-ks-k24.json | 54 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …-29-layer-split/data/norepeat-reg-dev-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[ | CODE |
| MEDIUM | …ayer-split/data/norepeat-nr-v-x3-auto-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[ | CODE |
| MEDIUM | …ch/results/2026-09-29-layer-split/data/pp-x2-auto.json | 58 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …nch/results/2026-09-29-layer-split/data/pp-ks-k18.json | 54 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …nch/results/2026-09-29-layer-split/data/pp-x2-k22.json | 58 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …nch/results/2026-09-29-layer-split/data/pp-ks-k22.json | 54 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …-layer-split/data/norepeat-reg-same24-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[ | CODE |
| MEDIUM | …h/results/2026-09-29-layer-split/data/pp-t75-5080.json | 47 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …nch/results/2026-09-29-layer-split/data/pp-ks-k23.json | 54 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …h/results/2026-09-29-layer-split/data/pp-rel-5080.json | 55 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …nch/results/2026-09-29-layer-split/data/pp-ks-k19.json | 54 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …ch/results/2026-09-29-layer-split/data/pp-x3-auto.json | 64 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv(file_path: str) -> List[Dict[st | CODE |
| MEDIUM | …026-09-29-layer-split-limits/data/pp-lim-cv-pp-x2.json | 59 | "text": "```python\nimport csv\nfrom typing import List, Dict\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[Dict | CODE |
| MEDIUM | …-split-limits/data/norepeat-lim-kv-x2-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[ | CODE |
| MEDIUM | …er-split-limits/data/norepeat-lim-hp0-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[ | CODE |
| MEDIUM | …it-limits/data/norepeat-lim-cv-single-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[Dict[ | CODE |
| MEDIUM | …09-29-layer-split-limits/data/pp-lim-kv-pp-single.json | 59 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …it-limits/data/norepeat-lim-kv-single-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[ | CODE |
| MEDIUM | …er-split-limits/data/norepeat-lim-hp1-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[ | CODE |
| MEDIUM | …it-limits/data/norepeat-lim-cv-same24-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[Dict[ | CODE |
| MEDIUM | …-split-limits/data/norepeat-lim-cv-x2-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[Dict[ | CODE |
| MEDIUM | …plit-limits/data/norepeat-lim-nocv-x2-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[ | CODE |
| MEDIUM | …it-limits/data/norepeat-lim-kv-same24-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[ | CODE |
| MEDIUM | …026-09-29-layer-split-limits/data/pp-lim-kv-pp-x2.json | 61 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List | CODE |
| MEDIUM | …er-split-limits/data/norepeat-lim-reg-coder-iq1_m.json | 18 | "text": "```python\nimport csv\nfrom typing import List, Dict, Any\n\n\ndef parse_csv_to_dicts(filepath: str) -> List[ | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | bench/results/2026-10-03-rx6900xt-coder/benchmark.py | 135 | # Reset this harness's output for a new invocation; server/model state stays intact. | COMMENT |
| MEDIUM | …mmunity-2x-rtx3080-20gb-ud-q4-k-xl-512k-pool/run-ab.sh | 2 | # Our own A/A decode script (ab/ab.py, not the community harness), run right after run-harness.sh on the same running | COMMENT |
| MEDIUM | …ty-2x-rtx3080-20gb-ud-q4-k-xl-512k-pool/run-harness.sh | 4 | # in_flight 0 and the last request had finished 32 minutes before the first harness request. | COMMENT |
| MEDIUM | …2026-10-06-community-2x-rx-7900-gre/scripts/run-arm.sh | 2 | # One arm of the A/B harness (scripts/ab-run.sh, the report's own copy of the | COMMENT |
| MEDIUM | …2026-10-06-community-2x-rx-7900-gre/scripts/run-arm.sh | 3 | # harness), with everything it produced archived into the report's data/ | COMMENT |
| MEDIUM | bench/results/2026-09-29-rtx3090-epyc-milan/matrix.json | 906 | "answer_head": "I'll analyze the last file in the repository listing and propose an improvement.\n\n## What `docs/DETA | CODE |
| MEDIUM | bench/results/2026-09-29-rtx3090-epyc-milan/matrix.json | 929 | "answer_head": "The last file in the provided list is `docs/DETAILS.md`.\n\n### What it does\nThis file serves as the | CODE |
| MEDIUM | bench/results/2026-09-29-rtx3090-epyc-milan/matrix.json | 952 | "answer_head": "The last file in the provided list is `docs/DETAILS.md`.\n\n### What it does\nThis file serves as the | CODE |
| MEDIUM | bench/results/2026-09-29-rtx3090-epyc-milan/matrix.json | 1145 | "answer_head": "The last file in the repository listing is `docs/DETAILS.md`.\n\n### What `docs/DETAILS.md` does\n\nIt | CODE |
| MEDIUM | bench/results/2026-09-29-rtx3090-epyc-milan/matrix.json | 1191 | "answer_head": "An analysis of the last file (`docs/DETAILS.md`) and a proposed improvement follows.\n\n### What the f | CODE |
| MEDIUM | …ta/native-v0.1.26-IQ3_XXS-2x3090-auto/speed-32k-3.json | 22 | "answer_head": "An analysis of the last file (`docs/DETAILS.md`) and a proposed improvement follows.\n\n### What the fi | CODE |
| MEDIUM | …ta/native-v0.1.26-IQ3_XXS-2x3090-auto/speed-32k-1.json | 22 | "answer_head": "The last file in the repository listing is `docs/DETAILS.md`.\n\n### What `docs/DETAILS.md` does\n\nIt | CODE |
| MEDIUM | …an/data/native-v0.1.26-IQ3_XXS-1x3090/speed-32k-2.json | 22 | "answer_head": "The last file in the provided list is `docs/DETAILS.md`.\n\n### What it does\nThis file serves as the * | CODE |
| MEDIUM | …an/data/native-v0.1.26-IQ3_XXS-1x3090/speed-32k-3.json | 22 | "answer_head": "The last file in the provided list is `docs/DETAILS.md`.\n\n### What it does\nThis file serves as the c | CODE |
| MEDIUM | …an/data/native-v0.1.26-IQ3_XXS-1x3090/speed-32k-1.json | 22 | "answer_head": "I'll analyze the last file in the repository listing and propose an improvement.\n\n## What `docs/DETAI | CODE |
| MEDIUM | bench/results/2026-10-03-windows-groups/benchmark.py | 135 | # Reset this harness's output for a new invocation; server/model state stays intact. | COMMENT |
| MEDIUM | …mmunity-v100-rtx4070-split/auto-v100first/results.json | 273 | "text": "Based on the provided Python module, here is a detailed technical review and explanation.\n\n### Overview o | CODE |
| MEDIUM | tools/test_setup_page_file.py | 24 | PAGE_FILE_GB, PAGE_FILE_SETTING = setup.page_file_gb, setup.page_file_setting # the golden harness mocks the first | CODE |
| MEDIUM | sycl/tools/fixups.py | 280 | # 13. sycl::free takes void*; the parity harness frees const device pointers. | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | setup.py | 280 | # ISTA-DASLab's expert-pruned release: half of each layer's experts removed, chosen for code, agentic tool use and | COMMENT |
| MEDIUM | bench/results/2026-10-02-community-2x5060ti/README.md | 118 | ## Part 2: One agentic coding task (n=1) | COMMENT |
| MEDIUM | docs/AMD_HIP_PERFORMANCE.md | 139 | backend, bit-exact (C-2, C-4). #108's optional GDN parallel/split path is not included. Existing upstream MMQ orchestrat | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | …/2026-10-03-ashley-2080ti/IQ3_XXS-1x2080Ti/matrix.json | 160 | "answer_head": "I cannot provide a unified diff for `build-vision/CMakeCache.txt` because **this file is an auto-gener | CODE |
| MEDIUM | …3-ashley-2080ti/IQ3_XXS-1x2080Ti/data/speed-32k-1.json | 22 | "answer_head": "I cannot provide a unified diff for `build-vision/CMakeCache.txt` because **this file is an auto-genera | CODE |
| MEDIUM | …h/results/2026-10-03-dev-5090/IQ3_S-1x5090/matrix.json | 215 | "answer_head": "I cannot provide a unified diff for `build-vision/CMakeCache.txt` because **this file is a generated a | CODE |
| MEDIUM | …2026-10-03-dev-5090/IQ3_S-1x5090/data/speed-32k-3.json | 23 | "answer_head": "I cannot provide a unified diff for `build-vision/CMakeCache.txt` because **this file is a generated ar | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | sycl/src/prefill/prefill.cpp | 105 | // Step 3: from this chunk size on, every non-resident expert of every layer streams in a fixed order through a | COMMENT |
| LOW | src/prefill/prefill.cpp | 116 | // Step 3: from this chunk size on, every non-resident expert of every layer streams in a fixed order through a | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | sycl/src/prefill/prefill.cpp | 105 | // Step 3: from this chunk size on, every non-resident expert of every layer streams in a fixed order through a | COMMENT |
| LOW | src/prefill/prefill.cpp | 116 | // Step 3: from this chunk size on, every non-resident expert of every layer streams in a fixed order through a | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | tools/strata_mcp.py | 1156 | CODE | |
| LOW | tools/replay_cache_policy.py | 53 | CODE | |
| LOW | tools/test_setup_unsloth.py | 144 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | sycl/include/dpct/util.hpp | 1137 | /// Example usage: | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW⚡ | serve/test_replicas.py | 226 | first = "begin " + "lorem ipsum " * 40 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | setup.py | 3079 | def update_installed_engine(url_base, toolkit=None) -> None: | CODE |
| LOW | serve/server.py | 2936 | def set_aliases(self, aliases) -> None: | CODE |