fix(routing): classify tokenizer text before binary formats by mldangelo-oai · Pull Request #1629 · promptfoo/modelaudit

mldangelo-oai · 2026-06-10T23:52:41Z

Summary

classify bounded UTF-8 tokenizer/documentation text before renamed binary format routing
keep real MessagePack and malformed binary controls on their owning scanners

Root Cause

The bounded printable-text fast path only accepted ASCII bytes. UTF-8 tokenizer/docs with non-ASCII bytes fell through to renamed Flax MessagePack routing and produced S902 incomplete-analysis findings.

Validation

PROMPTFOO_DISABLE_TELEMETRY=1 UV_CACHE_DIR=/tmp/modelaudit-uv-cache uv run pytest tests/test_core.py -k "bounded_utf8_tokenizer_text or real_msgpack_fixture or malformed_binary_control" -q # 4 passed
PROMPTFOO_DISABLE_TELEMETRY=1 UV_CACHE_DIR=/tmp/modelaudit-uv-cache uv run pytest tests/test_core.py tests/scanners/test_flax_msgpack_scanner.py tests/scanners/test_pytorch_binary_scanner.py -q # 835 passed, 22 skipped
UV_CACHE_DIR=/tmp/modelaudit-uv-cache uv run ruff format --check modelaudit/ packages/modelaudit-picklescan/src packages/modelaudit-picklescan/tests tests/
UV_CACHE_DIR=/tmp/modelaudit-uv-cache uv run ruff check modelaudit/ packages/modelaudit-picklescan/src packages/modelaudit-picklescan/tests tests/
UV_CACHE_DIR=/tmp/modelaudit-uv-cache uv run mypy modelaudit/ packages/modelaudit-picklescan/src packages/modelaudit-picklescan/tests tests/
PROMPTFOO_DISABLE_TELEMETRY=1 UV_CACHE_DIR=/tmp/modelaudit-uv-cache uv run pytest -n auto -m "not slow and not integration" --maxfail=1 # inherited current-main failure: tests/test_cli.py::test_scan_multiple_cross_directory_shards_reconciles_complete_family; reproduced on edited and clean-main worktrees

Pinned Hugging Face QA

Downloaded only named small artifacts for nvidia/LocateAnything-3B@272068e81a31e88a48ea03c20a09decba2b62ed6 and bosonai/higgs-audio-v3-tts-4b@5402f019e7f316ff513e265f0431e145afcd2cc1. The bosonai pinned tree has README.md but no merges.txt.

baseline named-path CLI QA: nvidia merges.txt and bosonai README.md routed to flax_msgpack with S902 MessagePack findings
patched named-path CLI QA: scanner_names=[text]; nvidia merges.txt clean; no pinned artifact had MessagePack checks/findings

Security Tradeoff

Invalid UTF-8 and binary control bytes still fail the text proof, so ambiguous binary content remains eligible for binary/MessagePack routing.

mldangelo-oai · 2026-06-10T23:52:54Z

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github-actions · 2026-06-10T23:54:48Z

Workflow run and artifacts

Performance Benchmarks

Compared 12 shared benchmarks with a regression threshold of 15%.
Status: 0 regressions, 0 improved, 12 stable, 0 new, 0 missing.
Aggregate shared-benchmark median: 1.473s -> 1.464s (-0.6%).

Workload	Benchmark	Target	Size	Files	Baseline	Current	Change	Status
`suspicious-pickle-intake`	`tests/benchmarks/test_scan_benchmarks.py::test_scan_suspicious_pickle_intake`	`suspicious-intake`	183.8 KiB	4	150.49ms	144.37ms	-4.1%	stable
`nested-payload-review`	`tests/benchmarks/test_picklescan_benchmarks.py::test_picklescan_nested_payload_review[nested_hex]`	`nested_hex`	130 B	1	548.4us	562.1us	+2.5%	stable
`warm-cache-rescan`	`tests/benchmarks/test_scan_benchmarks.py::test_scan_warm_cached_repository_rescan`	`release-candidate`	547.3 KiB	32	110.79ms	108.50ms	-2.1%	stable
`padded-multi-stream-upload`	`tests/benchmarks/test_picklescan_benchmarks.py::test_picklescan_padded_multi_stream_upload`	`multi_stream_padded`	4.1 KiB	1	569.5us	581.1us	+2.0%	stable
`direct-malicious-upload`	`tests/benchmarks/test_picklescan_benchmarks.py::test_picklescan_direct_malicious_upload`	`malicious_reduce`	52 B	1	469.4us	460.3us	-1.9%	stable
`single-checkpoint-preflight`	`tests/benchmarks/test_scan_benchmarks.py::test_scan_single_checkpoint_before_load`	`single_checkpoint.pkl`	183.0 KiB	1	75.35ms	74.61ms	-1.0%	stable
`nested-payload-review`	`tests/benchmarks/test_picklescan_benchmarks.py::test_picklescan_nested_payload_review[nested_raw]`	`nested_raw`	78 B	1	513.4us	517.2us	+0.7%	stable
`chunked-upload-stream`	`tests/benchmarks/test_picklescan_benchmarks.py::test_picklescan_chunked_upload_stream`	`chunked_stream`	278.2 KiB	1	116.74ms	115.89ms	-0.7%	stable
`duplicate-heavy-registry`	`tests/benchmarks/test_scan_benchmarks.py::test_scan_duplicate_registry_snapshot`	`registry-snapshot`	915.2 KiB	13	413.72ms	414.86ms	+0.3%	stable
`clean-training-checkpoint`	`tests/benchmarks/test_picklescan_benchmarks.py::test_picklescan_clean_training_checkpoint`	`safe_large`	278.2 KiB	1	112.71ms	112.42ms	-0.3%	stable
`mixed-model-repository`	`tests/benchmarks/test_scan_benchmarks.py::test_scan_release_candidate_repository`	`release-candidate`	547.3 KiB	32	490.34ms	490.87ms	+0.1%	stable
`nested-payload-review`	`tests/benchmarks/test_picklescan_benchmarks.py::test_picklescan_nested_payload_review[nested_base64]`	`nested_base64`	98 B	1	517.5us	517.5us	+0.0%	stable

chatgpt-codex-connector · 2026-06-10T23:55:22Z

Security review completed. No security issues were found in this pull request.

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chatgpt-codex-connector · 2026-06-10T23:55:45Z

Codex Review: Didn't find any major issues. More of your lovely PRs please.

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mldangelo-oai · 2026-06-11T05:54:20Z

New pinned top-1000 routing QA on main 8d6c4864:

Qwen/Qwen2-VL-2B-Instruct@895c3a49bc3fa70a340399125c650a463535e71c routes its ordinary 1,671,839-byte tokenizer merges.txt through flax_msgpack and emits flax_msgpack_routing_incomplete. The full repository scan completed all 4.43 GB in 470.45 seconds; this is a deterministic text-versus-binary ownership defect, not a download truncation.

Please include this exact pinned merges.txt in current-head QA and retain renamed/binary MessagePack controls.

Local audit: modelaudit-hf-scan-swarm/outputs/hf-audit-r257-r258-20260611.md.

mldangelo-oai · 2026-06-11T06:08:33Z

Additional pinned tokenizer-routing QA on main 8d6c4864:

Hcompany/Holo-3.1-4B@b63fb9bacd968a20b31d0c704b14429c0aad3a84 routes its ordinary 3,353,259-byte merges.txt through flax_msgpack and emits flax_msgpack_routing_incomplete. The full 15-file / 10.37 GB repository scan completed, so this is deterministic text-versus-binary ownership noise rather than a partial download.

Please include this exact pinned merges.txt in current-head QA while retaining renamed/binary MessagePack and text/binary polyglot controls.

Audit: modelaudit-hf-scan-swarm/outputs/hf-audit-r259-20260611.md.

mldangelo-oai · 2026-06-11T06:39:57Z

Pinned real-model QA from the rolling top-1000 scan reproduces the merges.txt routing defect again.

Model: Qwen/Qwen2-1.5B-Instruct
Revision: ba1cf1846d7df0a0591d6c00649f57e798519da8
Exact ModelAudit main: 8d6c4864fe2ea833ceaef1b9803d225afb1e8d69
Coverage: 10/10 selected files, 3,098,962,420 declared bytes
Runtime: 490 seconds
Result: exit 2, valid JSON, seven issues

Six issues are informational README URL/domain detections. The only incomplete-coverage condition is ordinary BPE merges.txt being routed to flax_msgpack, producing S902 Flax MessagePack analysis incomplete because bounded routing inspection could not complete with scan_outcome=inconclusive and flax_msgpack_routing_incomplete.

The 3.10 GB SafeTensors model and every other selected artifact completed without a coverage error. This is a real-world false positive, not a legitimate model security finding. Please add this immutable model/revision as another end-to-end regression and verify the exact PR head exits cleanly without selecting Flax for merges.txt.

mldangelo-oai · 2026-06-11T07:03:07Z

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mldangelo-oai · 2026-06-11T08:32:24Z

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mldangelo-oai · 2026-06-11T08:53:05Z

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mldangelo-oai · 2026-06-11T09:40:16Z

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mldangelo-oai · 2026-06-11T10:13:31Z

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mldangelo-oai · 2026-06-11T13:26:17Z

Exact-head independent review of 3b286cc22919bae7a20ef8e65fa632e7fec26600 found no P0/P1/P2 issues, but remains blocked on one reproducible P3 parity/resource defect.

P3: Hugging Face streaming routes large tokenizer text as Flax MessagePack

The HF prefix probe returns non-text whenever it has only a prefix, then an inconclusive MessagePack probe selects flax_msgpack. That remote path was not updated to mirror the new local bounded text-owner logic.

Three pinned real merges.txt files scanned locally as unknown, success=true, exit 0. Mocked HF range reads over the same bytes classified all three as flax_msgpack; _select_streamable_hf_files(... scannable_scanner_ids={"flax_msgpack"}) selected both pytorch_model.bin and merges.txt. This is a local/remote parity and resource-budget issue, not a demonstrated binary scanner bypass.

Validation: targeted core tests 22 passed; filetype tests 22 passed; file-filter/directory tests 6 passed; independent probes covered tokenizer/vocab/merges text, misleading suffixes, malformed UTF-8/control bytes, pickle, XGBoost, JAX, nested ZIP, executable/network text, and local resource bounds. All exact-head CI passed and all review threads are resolved. Please mirror the local bounded text-owner logic in the HF route, add source-level regressions, and re-request exact-head review.

…owner routing in Hugging Face streaming selection so complete tokenizer/config text is not promoted to binary model scanners while preserving binary/protobuf fail-closed candidates.

mldangelo-oai · 2026-06-11T16:38:49Z

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Resolve tokenizer text routing conflicts.

mldangelo-oai · 2026-06-12T00:14:49Z

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mldangelo-oai · 2026-06-12T00:45:44Z

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mldangelo-oai · 2026-06-12T00:47:15Z

Addressed the four open routing review threads in head 6fbf79f: bounded text-owner helpers now check the 2/10 MiB cap before reading, inline-colon MessagePack scalar candidates have local/core/directory/HF malicious-positive coverage, weak ASCII protobuf field-5 varint text now stays text-owned locally and remotely, and the remote inline-colon Flax candidate is covered in streaming selection. Local validation: focused routing boundary 55 passed, media 10 passed, ONNX 4 passed, broader adjacent suite 2290 passed/56 skipped, ruff format/check, mypy, git diff --check, and independent no-uv reviewer pass.

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mldangelo-oai · 2026-06-12T02:16:55Z

Addressed the latest HF routing review threads in head b6ca1fc: SafeTensors-to-Flax overlap is limited to text-owner suffixes, and remote text-owner checks no longer expand to full known-small files before binary probes. Local validation: focused latest-review set 44 passed; full Hugging Face source tests 352 passed, 2 skipped; ruff format/check, mypy, and git diff --check passed; independent no-uv reviewer pass.

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mldangelo-oai · 2026-06-12T03:00:26Z

Addressed the remote text-owner P1 in head 4c04dcf. Prefix-plus-known-size no longer proves complete text; ordinary text prefixes now run a bounded post-prefix/tail binary guard before being skipped; confirmed Flax and protobuf candidate bytes after text prefixes are retained, while ordinary non-ASCII BPE/tokenizer text remains skipped. Local validation: focused reviewer-derived set 16 passed; full Hugging Face source tests 356 passed, 2 skipped; adjacent routing regression set 38 passed; ruff format/check, mypy, and git diff --check passed; independent reviewer pass with blockers=[].

mldangelo-oai · 2026-06-12T03:00:26Z

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fix(routing): classify tokenizer text before binary formats

5a60f92

mldangelo-oai requested a review from mldangelo June 11, 2026 00:51

mldangelo-oai enabled auto-merge (squash) June 11, 2026 00:53

Merge remote-tracking branch 'origin/main' into HEAD

9e2ae12

fix(routing): preserve fail-closed utf8 binary candidates

45360b7

mldangelo-oai disabled auto-merge June 11, 2026 07:03

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fix(routing): bound large tokenizer text ownership

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fix(routing): keep invalid json protobuf candidates fail-closed

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fix(routing): require text structure for utf8 ownership

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fix(routing): preserve protobuf candidates under text suffixes

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fix(routing): keep text suffix binary probes fail-closed

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test(routing): stabilize json protobuf candidate regression

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mldangelo-oai enabled auto-merge (squash) June 11, 2026 12:09

mldangelo-oai disabled auto-merge June 11, 2026 12:42

fix(routing): align HF tokenizer text routing\n\nMirror bounded text-…

39c78cd

…owner routing in Hugging Face streaming selection so complete tokenizer/config text is not promoted to binary model scanners while preserving binary/protobuf fail-closed candidates.

Merge current main into PR 1629

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Merge current main into PR 1629

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Merge current main into PR 1629

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Merge current main into PR 1629

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Resolve tokenizer text routing conflicts.

fix(routing): address text owner review cases

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fix(routing): bound remote text owner probes

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fix(routing): guard remote text owner prefixes

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mldangelo-oai merged commit 067717d into main Jun 12, 2026
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mldangelo-oai deleted the mdangelo/codex/hf-fp-t05-tokenizer-text-routing-20260610 branch June 12, 2026 03:40

github-actions Bot mentioned this pull request Jun 24, 2026

chore: release main #1713

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mldangelo-oai commented Jun 10, 2026

Summary

Root Cause

Validation

Pinned Hugging Face QA

Security Tradeoff

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