Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-25 22:03 UTC

NVIDIA-NeMo / Curator

Scalable data pre processing and curation toolkit for LLMs

Python · MDXApache-2.0★ 1,781 stars⑂ 337 forkssince Mar 2024View on GitHub ↗

#data-curation #llm #data #data-prep #data-preparation #data-processing #data-processing-pipelines #data-quality #datacuration #datarecipes #deduplication #fast-data-processing #fine-tuning #large-language-models #large-scale-data-processing #llmapps #python #llm-data-quality #semantic-deduplication

NVIDIA-NeMo/Curator holds a health index of 97 out of 100, placing it in the Exceptional band. It scores highest on Vitality (96/100) and lowest on Security (61/100). It was last updated 2 days ago. 6 contributors account for most of its recent work.

overall / 100

Exceptional

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met

Excellent80-92Strong across the board; minor gaps

Good65-79Healthy; gaps are limited and manageable

Moderate50-64Acceptable with notable gaps; review recommended

Weak35-49Material weaknesses across several areas

At Risk20-34Significant weaknesses; adoption warrants caution

Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 85 is calibrated to 97 on the published index scale (record calibration 2026-08-02).

Ownership

NVIDIA-NeMoOrganization · verified domain

1,914 followers29 public repossince May 2025

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish
PyPI	nemo-curator	1.3.0	2,754	23	60 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

96Exceptional · 21% of overall

Development activity

99Exceptional

How it's scored

36/36	Push recency — last push 2 days ago
35.3/36	Commit cadence — 51/52 weeks with commits
18/18	Commit volume — 537 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	537
human_commit_share	0.9
days_since_last_push	2
active_weeks_last_year	51

Release discipline

92Excellent

How it's scored

27/27	Ships releases — 22 releases published
36/36	Release recency — latest release 60 days ago
19.8/27	Release cadence — a release every ~55.8 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	22
latest_release_tag	v1.3.0
releases_from_tags	no
days_since_latest_release	60
mean_days_between_releases	55.8

Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

86Excellent · 17% of overall

Popularity & adoption

81Excellent

How it's scored

52.7/60	Stars — 1,781 stars
21.1/25	Forks — 337 forks
6.8/15	Watchers — 18 watchers

Inputs used

forks	337
stars	1,781
watchers	18
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

92Excellent

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (Apache-2.0)
18/18	CONTRIBUTING guide
13.5/13.5	Code of conduct
0/7.2	Issue template
6.3/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
readme_badges	6
has_contributing	yes
has_issue_template	no
has_code_of_conduct	yes
readme_badge_services	badgen.net, codecov.io, shields.io
has_pull_request_template	yes

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

88Excellent · 23% of overall

Maintainer resilience (bus factor)

91Excellent

How it's scored

48.6/54	Bus factor — 6 contributor(s) cover half of all commits
18.6/22.5	Commit distribution — top contributor authored 17% of commits
13.5/13.5	Contributor breadth — 68 contributors
10/10	OpenSSF Scorecard: Contributors — project has 20 contributing companies or organizations

Inputs used

bus_factor	6
contributors_sampled	68
top_contributor_share	0.172

Issue & PR responsiveness

76Good

How it's scored

29.9/42	Issue resolution — 71% of issues closed
22.3/30	PR acceptance — 1,339/1,804 decided PRs merged
8.7/13	Newcomer PR acceptance — 2/3 first-time contributors' PRs merged in 30d
15/15	OpenSSF Scorecard: Code-Review — all changesets reviewed

Inputs used

merged_prs	1,339
open_issues	133
closed_issues	327
prs_merged_7d	17
prs_decided_7d	18
prs_merged_30d	45
prs_decided_30d	54
issue_closed_ratio	0.711
closed_unmerged_prs	465
first_time_authors_30d	2
first_time_prs_merged_30d	2
first_time_prs_decided_30d	3

Ownership & stewardship

87Excellent

How it's scored

30/30	Ownership backing — organization-owned
20/20	Verified domain
23.6/25	Owner reach — 1,914 followers of NVIDIA-NeMo
13.4/25	Track record — 29 public repos, account ~1 yr old

Inputs used

followers	1,914
owner_type	Organization
is_verified	yes
owner_login	NVIDIA-NeMo
public_repos	29
account_age_days	486

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 1 package(s) on pypi
35/35	Publish recency — latest publish 60 days ago
20/20	Version history — 23 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	nemo-curator
ecosystems	pypi
any_deprecated	no
min_days_since_publish	60

Engineering Quality

Are baseline engineering and documentation practices in place?

90Excellent · 19% of overall

Engineering practices

94Exceptional

How it's scored

24/24	CI workflows — 19 workflow(s)
24/24	Tests present
16/16	Linter config — pyproject.toml ([tool.ruff])
9.6/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	yes
has_precommit_config	yes

Documentation

85Excellent

How it's scored

30/30	README
25/25	Documentation directory
0/15	Documentation / homepage site
10/10	Repository description
10/10	Topics — 19 topics
10/10	Wiki

Inputs used

topics	data-curation, llm, data, data-prep, data-preparation, data-processing, data-processing-pipelines, data-quality, datacuration, datarecipes, deduplication, fast-data-processing, fine-tuning, large-language-models, large-scale-data-processing, llmapps, python, llm-data-quality, semantic-deduplication
has_wiki	yes
homepage	—
docs_site	—
has_readme	yes
has_docs_dir	yes
has_description	yes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

61Moderate · 16% of overall

Security posture

66Good

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
6/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5	Code-Review — all changesets reviewed
2.5/2.5	Contributors — project has 20 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	License — license file detected
7.5/7.5	Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5	Packaging — no data
3/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — no data
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 40 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	16
scorecard_version	v5.5.0
checks_inconclusive	2
scorecard_aggregate	6.6

Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.

Dependency advisories

43Weak

How it's scored

5.3/35	Direct dependencies free of known advisories — 5 affected: transformers 4.57.6 (critical 9.6), hydra-core 1.3.2 (high 7.8), torch 2.11.0 (moderate 5.3), +2 more
0/25	Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
26.6/40	No advisories left outstanding — 3 advisory-carrying package(s) unaddressed past 90 days; oldest published 543 days ago

Inputs used

source	osv
advisories	109
affected_packages	18
assessed_packages	635
unassessed_packages	5
affected_by_severity	critical 1, high 10, moderate 6, unknown 1
direct_affected_packages	5

Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 635 resolved dependencies against OSV. 5 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

83Excellent · 4% of overall

Agent context & guidance

100Exceptional

How it's scored

45/45	Agent instructions — .cursor/rules/coding-standards.mdc, .cursor/rules/composite-stage-patterns.mdc, .cursor/rules/executors.mdc, .cursor/rules/modality-structure.mdc, .cursor/rules/pipeline-structure.mdc, .cursor/rules/processing-stage-patterns.mdc, .cursor/rules/resources-configuration.mdc, .cursor/rules/task-patterns.mdc, .github/copilot-instructions.md, AGENTS.md, nemo_curator/backends/ray_data/AGENTS.md, nemo_curator/core/serve/dynamo/AGENTS.md
15/15	Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.nvidia.com/llms.txt)
40/40	Legible commit history — 90 of 90 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	yes
llms_txt_url	https://docs.nvidia.com/llms.txt
legible_history_share	1
agent_instruction_files	.cursor/rules/coding-standards.mdc, .cursor/rules/composite-stage-patterns.mdc, .cursor/rules/executors.mdc, .cursor/rules/modality-structure.mdc, .cursor/rules/pipeline-structure.mdc, .cursor/rules/processing-stage-patterns.mdc, .cursor/rules/resources-configuration.mdc, .cursor/rules/task-patterns.mdc, .github/copilot-instructions.md, AGENTS.md, nemo_curator/backends/ray_data/AGENTS.md, nemo_curator/core/serve/dynamo/AGENTS.md
agent_instruction_max_bytes	19,039

Verify loop (build / test / typecheck)

75Good

How it's scored

18/18	One-command bootstrap — Makefile
22/22	Automated tests
11/11	Lint / format config — pyproject.toml ([tool.ruff])
0/11	Static type checking
10/10	Reproducible environment — Dockerfile, lockfile
0/10	Demonstrated agent practice — no agent-authored commits among the last 100
8/8	Automated maintenance — 10 of the last 100 commits are automated dependency updates
6/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6

Inputs used

has_nix	no
has_tests	yes
lockfiles	uv.lock
has_dockerfile	yes
typed_language	no
bootstrap_files	Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	—
agent_commit_share	0
toolchain_manifests	—
dependency_bot_commit_share	0.1

Code legibility for models

55Moderate

How it's scored

0/45	Type-checkable code — Python without a type-check config
55/55	Manageable file sizes — 0/1,003 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	48,699
source_files_sampled	1,003
oversized_source_files	0

Machine-readable interfaces

100Exceptional

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20	MCP server — not applicable to this kind of software
40/40	Runnable examples — notebooks

Inputs used

example_dirs	notebooks
has_mcp_signal	no
api_schema_files	—
interfaces_expected_of	—

Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

1,781GitHub stars

68contributors

537commits, last 12 months

2days since last push

22releases

6bus factor

133open issues

npm, PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 337 ⇿

0Stars

337Forks

22Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Major 1Minor 10Patch 3

Each point covers 3 days.

OpenSSF Scorecard 6.6 / 10

6.6aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-25 22:02 UTC

10	Binary-Artifacts	no binaries found in the repo
8	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
10	Code-Review	all changesets reviewed
10	Contributors	project has 20 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/a	Packaging	packaging workflow not detected
6	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 6
0	SAST	SAST tool is not run on all commits -- score normalized to 0
10	Security-Policy	security policy file detected
n/a	Signed-Releases	no releases found
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	40 existing vulnerabilities detected

Direct dependencies 17

Registry	Package	Version constraint	Manifest
PyPI	absl-py	`>=2.0.0,<3.0.0`	pyproject.toml
PyPI	comment_parser	`—`	pyproject.toml
PyPI	cosmos-xenna	`==0.2.0`	pyproject.toml
PyPI	datasets	`>=4.0.0`	pyproject.toml
PyPI	fsspec	`—`	pyproject.toml
PyPI	hydra-core	`—`	pyproject.toml
PyPI	jieba	`==0.42.1`	pyproject.toml
PyPI	lmdb	`>=1.4`	pyproject.toml
PyPI	loguru	`—`	pyproject.toml
PyPI	mecab-python3	`—`	pyproject.toml
PyPI	omegaconf	`—`	pyproject.toml
PyPI	openai	`>=1.0.0`	pyproject.toml
PyPI	pandas	`>=2.1.0`	pyproject.toml
PyPI	pyarrow	`—`	pyproject.toml
PyPI	ray	`>=2.57.0`	pyproject.toml
PyPI	torch	`—`	pyproject.toml
PyPI	transformers	`—`	pyproject.toml

All dependencies 640

Full resolved dependency set from the GitHub dependency graph: 19 direct and 621 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	absl-py	`2.3.1`	direct
PyPI	comment-parser	`1.2.4`	direct
PyPI	cosmos-xenna	`0.2.0`	direct
PyPI	datasets	`4.0.0`	direct
PyPI	fsspec	`2026.3.0`	direct
PyPI	hydra-core	`1.3.2`	direct
PyPI	jieba	`0.42.1`	direct
PyPI	lmdb	`2.2.1`	direct
PyPI	loguru	`0.7.3`	direct
PyPI	mecab-python3	`1.0.12`	direct
PyPI	omegaconf	`2.3.0`	direct
PyPI	openai	`2.14.0`	direct
PyPI	pandas	`3.0.3`	direct
PyPI	pyarrow	`23.0.1`	direct
PyPI	ray	`2.57.0`	direct
PyPI	torch	`2.11.0`	direct
PyPI	torch	`2.11.0+cu129`	direct
PyPI	transformers	`—`	direct
PyPI	transformers	`4.57.6`	direct
PyPI	accelerate	`1.12.0`	indirect
PyPI	ai-dynamo	`1.3.1`	indirect
PyPI	ai-dynamo-runtime	`1.3.1`	indirect
PyPI	aiobotocore	`2.26.0`	indirect
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiohttp	`3.14.3`	indirect
PyPI	aiohttp-cors	`0.8.1`	indirect
PyPI	aioitertools	`0.13.0`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	alembic	`1.17.2`	indirect
PyPI	annotated-doc	`0.0.4`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	ansicon	`1.89.0`	indirect
PyPI	anthropic	`0.71.0`	indirect
PyPI	antlr4-python3-runtime	`4.9.3`	indirect
PyPI	anyascii	`0.3.3`	indirect
PyPI	anyio	`4.14.2`	indirect
PyPI	apache-tvm-ffi	`0.1.9`	indirect
PyPI	appnope	`0.1.4`	indirect
PyPI	argon2-cffi	`25.1.0`	indirect
PyPI	argon2-cffi-bindings	`25.1.0`	indirect
PyPI	arrow	`1.4.0`	indirect
PyPI	asciichartpy	`1.5.25`	indirect
PyPI	asteroid-filterbanks	`0.4.0`	indirect
PyPI	astor	`0.8.1`	indirect
PyPI	asttokens	`3.0.1`	indirect
PyPI	astunparse	`1.6.3`	indirect
PyPI	async-lru	`2.0.5`	indirect
PyPI	attrs	`25.4.0`	indirect
PyPI	audioop-lts	`0.2.2`	indirect
PyPI	audioread	`3.1.0`	indirect
PyPI	av	`17.1.0`	indirect
PyPI	azure-core	`1.41.0`	indirect
PyPI	azure-identity	`1.25.3`	indirect
PyPI	azure-storage-blob	`12.30.0`	indirect
PyPI	babel	`2.17.0`	indirect
PyPI	beautifulsoup4	`4.14.3`	indirect
PyPI	blake3	`1.0.8`	indirect
PyPI	bleach	`6.4.0`	indirect
PyPI	blessed	`1.25.0`	indirect
PyPI	blinker	`1.9.0`	indirect
PyPI	blis	`1.3.3`	indirect
PyPI	boto3	`1.41.5`	indirect
PyPI	botocore	`1.41.5`	indirect
PyPI	braceexpand	`0.1.7`	indirect
PyPI	brotli	`1.2.0`	indirect
PyPI	cachetools	`6.2.4`	indirect
PyPI	catalogue	`2.0.10`	indirect
PyPI	cattrs	`25.3.0`	indirect
PyPI	cbor2	`5.9.0`	indirect
PyPI	cdifflib	`1.2.9`	indirect
PyPI	certifi	`2025.11.12`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	cfgv	`3.5.0`	indirect
PyPI	chardet	`5.2.0`	indirect
PyPI	charset-normalizer	`3.4.4`	indirect
PyPI	click	`8.2.1`	indirect
PyPI	cloudpathlib	`0.24.0`	indirect
PyPI	cloudpickle	`3.1.2`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	coloredlogs	`15.0.1`	indirect
PyPI	colorful	`0.5.8`	indirect
PyPI	colorlog	`6.10.1`	indirect
PyPI	comm	`0.2.3`	indirect
PyPI	compressed-tensors	`0.15.0.1`	indirect
PyPI	confection	`1.3.3`	indirect
PyPI	contourpy	`1.3.3`	indirect
PyPI	courlan	`1.3.2`	indirect
PyPI	coverage	`7.13.0`	indirect
PyPI	cryptography	`50.0.1`	indirect
PyPI	ctranslate2	`4.7.1`	indirect
PyPI	cuda-bindings	`12.9.4`	indirect
PyPI	cuda-bindings	`12.9.5`	indirect
PyPI	cuda-core	`1.1.1`	indirect
PyPI	cuda-pathfinder	`1.7.0`	indirect
PyPI	cuda-python	`12.9.4`	indirect
PyPI	cuda-python	`12.9.5`	indirect
PyPI	cuda-tile	`1.5.0`	indirect
PyPI	cuda-toolkit	`12.8.1`	indirect
PyPI	cuda-toolkit	`12.9.1`	indirect
PyPI	cudf-cu12	`26.8.0`	indirect
PyPI	cudf-streaming-cu12	`26.8.0`	indirect
PyPI	cuml-cu12	`26.8.0`	indirect
PyPI	cupy-cuda12x	`14.2.0`	indirect
PyPI	cvcuda-cu12	`0.16.0`	indirect
PyPI	cycler	`0.12.1`	indirect
PyPI	cymem	`2.0.13`	indirect
PyPI	cython	`3.2.4`	indirect
PyPI	cytoolz	`1.1.0`	indirect
PyPI	dask	`2026.7.1`	indirect
PyPI	dask-cuda	`26.8.0`	indirect
PyPI	data-designer	`0.9.1`	indirect
PyPI	data-designer-config	`0.9.1`	indirect
PyPI	data-designer-engine	`0.9.1`	indirect
PyPI	dateparser	`1.2.2`	indirect
PyPI	debugpy	`1.8.19`	indirect
PyPI	decorator	`5.2.1`	indirect
PyPI	defusedxml	`0.7.1`	indirect
PyPI	depyf	`0.20.0`	indirect
PyPI	diff-cover	`10.2.0`	indirect
PyPI	dill	`0.3.8`	indirect
PyPI	diskcache	`5.6.3`	indirect
PyPI	distlib	`0.4.0`	indirect
PyPI	distributed	`2026.7.1`	indirect
PyPI	distributed-ucxx-cu12	`0.51.1`	indirect
PyPI	distro	`1.9.0`	indirect
PyPI	dm-tree	`0.1.9`	indirect
PyPI	dnspython	`2.8.0`	indirect
PyPI	docstring-parser	`0.17.0`	indirect
PyPI	duckdb	`1.5.2`	indirect
PyPI	durationpy	`0.10`	indirect
PyPI	dynet38	`2.2`	indirect
PyPI	easydict	`1.13`	indirect
PyPI	editdistance	`0.8.1`	indirect
PyPI	einops	`0.8.1`	indirect
PyPI	email-validator	`2.3.0`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	faker	`20.1.0`	indirect
PyPI	fastapi	`0.136.3`	indirect
PyPI	fastapi-cli	`0.0.20`	indirect
PyPI	fastapi-cloud-cli	`0.7.0`	indirect
PyPI	fastar	`0.11.0`	indirect
PyPI	faster-whisper	`1.2.1`	indirect
PyPI	fastjsonschema	`2.21.2`	indirect
PyPI	fastsafetensors	`0.3.3`	indirect
PyPI	fasttext	`0.9.3`	indirect
PyPI	fastwarc	`0.15.2`	indirect
PyPI	fiddle	`0.3.0`	indirect
PyPI	filelock	`3.20.1`	indirect
PyPI	flashinfer-cubin	`0.6.11.post2`	indirect
PyPI	flashinfer-python	`0.6.11.post2`	indirect
PyPI	flask	`3.1.3`	indirect
PyPI	flatbuffers	`25.12.19`	indirect
PyPI	fonttools	`4.61.1`	indirect
PyPI	fqdn	`1.5.1`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	ftfy	`6.3.1`	indirect
PyPI	future	`1.0.0`	indirect
PyPI	gast	`0.6.0`	indirect
PyPI	gguf	`0.17.1`	indirect
PyPI	gitdb	`4.0.12`	indirect
PyPI	gitpython	`3.1.60`	indirect
PyPI	google-api-core	`2.28.1`	indirect
PyPI	google-api-python-client	`2.194.0`	indirect
PyPI	google-auth	`2.45.0`	indirect
PyPI	google-auth-httplib2	`0.3.1`	indirect
PyPI	google-cloud-core	`2.6.0`	indirect
PyPI	google-cloud-storage	`3.13.0`	indirect
PyPI	google-cloud-translate	`3.26.0`	indirect
PyPI	google-crc32c	`1.8.0`	indirect
PyPI	google-resumable-media	`2.10.0`	indirect
PyPI	googleapis-common-protos	`1.72.0`	indirect
PyPI	gpustat	`1.1.1`	indirect
PyPI	gradio	`6.20.0`	indirect
PyPI	gradio-client	`2.5.0`	indirect
PyPI	graphviz	`0.21`	indirect
PyPI	greenlet	`3.3.0`	indirect
PyPI	groovy	`0.1.2`	indirect
PyPI	grpc-google-iam-v1	`0.14.4`	indirect
PyPI	grpcio	`1.76.0`	indirect
PyPI	grpcio-status	`1.76.0`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	hf-gradio	`0.4.1`	indirect
PyPI	hf-xet	`1.2.0`	indirect
PyPI	htmldate	`1.9.4`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httplib2	`0.32.0`	indirect
PyPI	httptools	`0.7.1`	indirect
PyPI	httpx	`0.28.1`	indirect
PyPI	httpx-retries	`0.4.5`	indirect
PyPI	httpx-sse	`0.4.3`	indirect
PyPI	huggingface-hub	`—`	indirect
PyPI	huggingface-hub	`0.36.0`	indirect
PyPI	humanfriendly	`10.0`	indirect
PyPI	humanize	`4.16.0`	indirect
PyPI	humming-kernels	`0.1.2`	indirect
PyPI	identify	`2.6.15`	indirect
PyPI	idna	`3.19`	indirect
PyPI	ijson	`3.4.0.post0`	indirect
PyPI	importlib-metadata	`8.7.1`	indirect
PyPI	indic-numtowords	`1.1.0`	indirect
PyPI	inflect	`7.5.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	interegular	`0.3.3`	indirect
PyPI	intervaltree	`3.1.0`	indirect
PyPI	ipykernel	`7.1.0`	indirect
PyPI	ipython	`9.8.0`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	ipywidgets	`8.1.8`	indirect
PyPI	iso639-lang	`2.6.3`	indirect
PyPI	isodate	`0.7.2`	indirect
PyPI	isoduration	`20.11.0`	indirect
PyPI	itsdangerous	`2.2.0`	indirect
PyPI	jedi	`0.19.2`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jinxed	`1.3.0`	indirect
PyPI	jiter	`0.12.0`	indirect
PyPI	jiwer	`3.1.0`	indirect
PyPI	jmespath	`1.0.1`	indirect
PyPI	joblib	`1.5.3`	indirect
PyPI	json-repair	`0.60.1`	indirect
PyPI	json5	`0.12.1`	indirect
PyPI	jsonpath-rust-bindings	`1.1.1`	indirect
PyPI	jsonpointer	`3.0.0`	indirect
PyPI	jsonschema	`4.25.1`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	julius	`0.2.7`	indirect
PyPI	jupyter	`1.1.1`	indirect
PyPI	jupyter-client	`8.7.0`	indirect
PyPI	jupyter-console	`6.6.3`	indirect
PyPI	jupyter-core	`5.9.1`	indirect
PyPI	jupyter-events	`0.12.0`	indirect
PyPI	jupyter-lsp	`2.3.0`	indirect
PyPI	jupyter-server	`2.20.0`	indirect
PyPI	jupyter-server-terminals	`0.5.3`	indirect
PyPI	jupyterlab	`4.5.10`	indirect
PyPI	jupyterlab-pygments	`0.3.0`	indirect
PyPI	jupyterlab-server	`2.28.0`	indirect
PyPI	jupyterlab-widgets	`3.0.16`	indirect
PyPI	justext	`3.0.2`	indirect
PyPI	kaldi-python-io	`1.2.2`	indirect
PyPI	kaldialign	`0.9.1`	indirect
PyPI	kiwisolver	`1.4.9`	indirect
PyPI	kubernetes	`32.0.1`	indirect
PyPI	lance-namespace	`0.7.7`	indirect
PyPI	lance-namespace-urllib3-client	`0.7.7`	indirect
PyPI	lance-ray	`0.4.2`	indirect
PyPI	lark	`1.2.2`	indirect
PyPI	lazy-loader	`0.4`	indirect
PyPI	lhotse	`1.33.0`	indirect
PyPI	libcst	`1.8.6`	indirect
PyPI	libcudf-cu12	`26.8.0`	indirect
PyPI	libcudf-streaming-cu12	`26.8.0`	indirect
PyPI	libcugraph-cu12	`26.8.0`	indirect
PyPI	libcuml-cu12	`26.8.0`	indirect
PyPI	libcuvs-cu12	`26.8.1`	indirect
PyPI	libkvikio-cu12	`26.8.0`	indirect
PyPI	libnvforest-cu12	`26.8.0`	indirect
PyPI	libraft-cu12	`26.8.0`	indirect
PyPI	librapidsmpf-cu12	`26.8.0`	indirect
PyPI	librmm-cu12	`26.8.0`	indirect
PyPI	librosa	`0.11.0`	indirect
PyPI	libucx-cu12	`1.19.0`	indirect
PyPI	libucxx-cu12	`0.51.1`	indirect
PyPI	lightning	`2.4.0`	indirect
PyPI	lightning-utilities	`0.15.2`	indirect
PyPI	llguidance	`1.7.6`	indirect
PyPI	llvmlite	`0.47.0`	indirect
PyPI	lm-format-enforcer	`0.11.3`	indirect
PyPI	locket	`1.0.0`	indirect
PyPI	lxml	`6.1.3`	indirect
PyPI	lxml-html-clean	`0.4.5`	indirect
PyPI	makefun	`1.16.0`	indirect
PyPI	mako	`1.3.12`	indirect
PyPI	markdown	`3.10`	indirect
PyPI	markdown-it-py	`4.0.0`	indirect
PyPI	marko	`2.2.2`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	marshmallow	`4.1.2`	indirect
PyPI	matplotlib	`3.10.8`	indirect
PyPI	matplotlib-inline	`0.2.1`	indirect
PyPI	mcp	`1.29.1`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mediapy	`1.1.6`	indirect
PyPI	mistral-common	`1.11.7`	indirect
PyPI	mistune	`3.3.3`	indirect
PyPI	ml-dtypes	`0.5.4`	indirect
PyPI	mmh3	`5.2.1`	indirect
PyPI	model-hosting-container-standards	`0.1.16`	indirect
PyPI	more-itertools	`10.8.0`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	msal	`1.37.0`	indirect
PyPI	msal-extensions	`1.3.1`	indirect
PyPI	msgpack	`1.1.2`	indirect
PyPI	msgspec	`0.20.0`	indirect
PyPI	multidict	`6.7.0`	indirect
PyPI	multiprocess	`0.70.16`	indirect
PyPI	murmurhash	`1.0.15`	indirect
PyPI	mwparserfromhell	`0.6.5`	indirect
PyPI	nagisa	`0.2.11`	indirect
PyPI	nbclient	`0.10.3`	indirect
PyPI	nbconvert	`7.17.1`	indirect
PyPI	nbformat	`5.10.4`	indirect
PyPI	nemo-text-processing	`1.1.0`	indirect
PyPI	nemo-toolkit	`2.7.2`	indirect
PyPI	nest-asyncio	`1.6.0`	indirect
PyPI	networkx	`3.6.1`	indirect
PyPI	ninja	`1.13.0`	indirect
PyPI	nixl-cu12	`1.0.0`	indirect
PyPI	nltk	`3.10.3`	indirect
PyPI	nodeenv	`1.10.0`	indirect
PyPI	notebook	`7.5.6`	indirect
PyPI	notebook-shim	`0.2.4`	indirect
PyPI	numba	`0.65.0`	indirect
PyPI	numba-cuda	`0.30.4`	indirect
PyPI	numba-cuda-mlir	`0.5.0`	indirect
PyPI	numexpr	`2.13.1`	indirect
PyPI	numpy	`—`	indirect
PyPI	numpy	`2.2.0`	indirect
PyPI	numpy	`2.3.5`	indirect
PyPI	numpy	`2.4.6`	indirect
PyPI	nv-one-logger-core	`2.3.1`	indirect
PyPI	nv-one-logger-pytorch-lightning-integration	`2.3.1`	indirect
PyPI	nv-one-logger-training-telemetry	`2.3.1`	indirect
PyPI	nvforest-cu12	`26.8.0`	indirect
PyPI	nvidia-cublas-cu12	`12.8.4.1`	indirect
PyPI	nvidia-cublas-cu12	`12.9.1.4`	indirect
PyPI	nvidia-cuda-cccl	`13.3.3.4.1`	indirect
PyPI	nvidia-cuda-cccl-cu12	`12.8.90`	indirect
PyPI	nvidia-cuda-cccl-cu12	`12.9.27`	indirect
PyPI	nvidia-cuda-crt	`13.3.73`	indirect
PyPI	nvidia-cuda-cupti-cu12	`12.9.79`	indirect
PyPI	nvidia-cuda-nvcc	`13.3.73`	indirect
PyPI	nvidia-cuda-nvcc-cu12	`12.8.93`	indirect
PyPI	nvidia-cuda-nvcc-cu12	`12.9.86`	indirect
PyPI	nvidia-cuda-nvrtc	`13.3.33`	indirect
PyPI	nvidia-cuda-nvrtc-cu12	`12.8.93`	indirect
PyPI	nvidia-cuda-nvrtc-cu12	`12.9.86`	indirect
PyPI	nvidia-cuda-runtime	`13.3.29`	indirect
PyPI	nvidia-cuda-runtime-cu12	`12.8.90`	indirect
PyPI	nvidia-cuda-runtime-cu12	`12.9.79`	indirect
PyPI	nvidia-cudnn-cu12	`9.10.2.21`	indirect
PyPI	nvidia-cudnn-cu12	`9.17.1.4`	indirect
PyPI	nvidia-cudnn-frontend	`1.17.0`	indirect
PyPI	nvidia-cufft-cu12	`11.3.3.83`	indirect
PyPI	nvidia-cufft-cu12	`11.4.1.4`	indirect
PyPI	nvidia-cufile-cu12	`1.13.1.3`	indirect
PyPI	nvidia-cufile-cu12	`1.14.1.1`	indirect
PyPI	nvidia-curand-cu12	`10.3.10.19`	indirect
PyPI	nvidia-curand-cu12	`10.3.9.90`	indirect
PyPI	nvidia-cusolver-cu12	`11.7.3.90`	indirect
PyPI	nvidia-cusolver-cu12	`11.7.5.82`	indirect
PyPI	nvidia-cusparse-cu12	`12.5.10.65`	indirect
PyPI	nvidia-cusparse-cu12	`12.5.8.93`	indirect
PyPI	nvidia-cusparselt-cu12	`0.7.1`	indirect
PyPI	nvidia-cutlass-dsl	`4.5.2`	indirect
PyPI	nvidia-cutlass-dsl-libs-base	`4.5.2`	indirect
PyPI	nvidia-cutlass-dsl-libs-cu13	`4.5.2`	indirect
PyPI	nvidia-dali-cuda120	`1.52.0`	indirect
PyPI	nvidia-libnvcomp-cu12	`5.3.0.16`	indirect
PyPI	nvidia-ml-py	`13.590.44`	indirect
PyPI	nvidia-nccl-cu12	`2.27.5`	indirect
PyPI	nvidia-nccl-cu12	`2.28.9`	indirect
PyPI	nvidia-nvcomp-cu12	`5.0.0.6`	indirect
PyPI	nvidia-nvimgcodec-cu12	`0.6.1.37`	indirect
PyPI	nvidia-nvjitlink-cu12	`12.9.86`	indirect
PyPI	nvidia-nvjpeg-cu12	`12.4.0.76`	indirect
PyPI	nvidia-nvjpeg2k-cu12	`0.9.1.47`	indirect
PyPI	nvidia-nvshmem-cu12	`3.4.5`	indirect
PyPI	nvidia-nvtiff-cu12	`0.6.0.78`	indirect
PyPI	nvidia-nvtx-cu12	`12.9.79`	indirect
PyPI	nvidia-nvvm	`13.3.73`	indirect
PyPI	nvtx	`0.2.14`	indirect
PyPI	oauth2client	`4.1.3`	indirect
PyPI	oauthlib	`3.3.1`	indirect
PyPI	obstore	`0.9.2`	indirect
PyPI	onnx	`1.21.0`	indirect
PyPI	onnxruntime	`1.23.2`	indirect
PyPI	onnxruntime-gpu	`1.23.2`	indirect
PyPI	open-clip-torch	`3.3.0`	indirect
PyPI	openai-harmony	`0.0.8`	indirect
PyPI	opencc-python-reimplemented	`0.1.7`	indirect
PyPI	opencensus	`0.11.4`	indirect
PyPI	opencensus-context	`0.1.3`	indirect
PyPI	opencv-python-headless	`4.13.0.92`	indirect
PyPI	opentelemetry-api	`1.43.0`	indirect
PyPI	opentelemetry-exporter-otlp	`1.43.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-common	`1.43.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-grpc	`1.43.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-http	`1.43.0`	indirect
PyPI	opentelemetry-exporter-prometheus	`0.64b0`	indirect
PyPI	opentelemetry-proto	`1.39.1`	indirect
PyPI	opentelemetry-proto	`1.43.0`	indirect
PyPI	opentelemetry-sdk	`1.43.0`	indirect
PyPI	opentelemetry-semantic-conventions	`0.64b0`	indirect
PyPI	opentelemetry-semantic-conventions-ai	`0.5.1`	indirect
PyPI	optuna	`4.6.0`	indirect
PyPI	orjson	`3.11.9`	indirect
PyPI	outlines-core	`0.2.14`	indirect
PyPI	overrides	`7.7.0`	indirect
PyPI	packaging	`26.3`	indirect
PyPI	pandocfilters	`1.5.1`	indirect
PyPI	parso	`0.8.5`	indirect
PyPI	partd	`1.4.2`	indirect
PyPI	partial-json-parser	`0.2.1.1.post7`	indirect
PyPI	pathspec	`1.0.4`	indirect
PyPI	peft	`0.18.0`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pillow	`12.3.0`	indirect
PyPI	platformdirs	`4.5.1`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	pooch	`1.8.2`	indirect
PyPI	portalocker	`3.2.0`	indirect
PyPI	portpicker	`1.6.0`	indirect
PyPI	pre-commit	`4.5.1`	indirect
PyPI	preshed	`3.0.13`	indirect
PyPI	primepy	`1.3`	indirect
PyPI	prometheus-client	`0.26.0`	indirect
PyPI	prometheus-fastapi-instrumentator	`8.0.0`	indirect
PyPI	prompt-toolkit	`3.0.52`	indirect
PyPI	propcache	`0.4.1`	indirect
PyPI	proto-plus	`1.27.0`	indirect
PyPI	protobuf	`—`	indirect
PyPI	protobuf	`6.33.5`	indirect
PyPI	psutil	`7.1.3`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pulp	`3.3.0`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	py-cpuinfo	`9.0.0`	indirect
PyPI	py-spy	`0.4.1`	indirect
PyPI	pyannote-audio	`4.0.4`	indirect
PyPI	pyannote-core	`6.0.1`	indirect
PyPI	pyannote-database	`6.1.1`	indirect
PyPI	pyannote-metrics	`4.0.0`	indirect
PyPI	pyannote-pipeline	`4.0.0`	indirect
PyPI	pyannoteai-sdk	`0.4.0`	indirect
PyPI	pyasn1	`0.6.4`	indirect
PyPI	pyasn1-modules	`0.4.2`	indirect
PyPI	pybase64	`1.4.3`	indirect
PyPI	pybind11	`3.0.1`	indirect
PyPI	pycld2	`0.42`	indirect
PyPI	pycountry	`24.6.1`	indirect
PyPI	pycparser	`2.23`	indirect
PyPI	pycuda	`2025.1.2`	indirect
PyPI	pydantic	`2.12.5`	indirect
PyPI	pydantic-core	`2.41.5`	indirect
PyPI	pydantic-extra-types	`2.10.6`	indirect
PyPI	pydantic-settings	`2.14.2`	indirect
PyPI	pydrive2	`1.21.1`	indirect
PyPI	pydub	`0.25.1`	indirect
PyPI	pyelftools	`0.33`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pyjwt	`2.13.0`	indirect
PyPI	pylance	`7.0.0`	indirect
PyPI	pylibcudf-cu12	`26.8.0`	indirect
PyPI	pylibcugraph-cu12	`26.8.0`	indirect
PyPI	pylibraft-cu12	`26.8.0`	indirect
PyPI	pyloudnorm	`0.1.1`	indirect
PyPI	pynini	`2.1.6.post1`	indirect
PyPI	pynvvideocodec	`2.0.2`	indirect
PyPI	pyopenssl	`26.4.0`	indirect
PyPI	pyparsing	`3.3.0`	indirect
PyPI	pypdfium2	`5.7.1`	indirect
PyPI	pyreadline3	`3.5.4`	indirect
PyPI	pytest	`9.0.3`	indirect
PyPI	pytest-asyncio	`1.3.0`	indirect
PyPI	pytest-cov	`7.0.0`	indirect
PyPI	pytest-httpserver	`1.1.4`	indirect
PyPI	pytest-loguru	`0.4.0`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-dotenv	`1.2.2`	indirect
PyPI	python-json-logger	`3.3.0`	indirect
PyPI	python-magic	`0.4.24`	indirect
PyPI	python-multipart	`0.0.32`	indirect
PyPI	pytools	`2025.2.5`	indirect
PyPI	pytorch-lightning	`2.6.0`	indirect
PyPI	pytorch-metric-learning	`2.9.0`	indirect
PyPI	pytz	`2025.2`	indirect
PyPI	pywin32	`311`	indirect
PyPI	pywinpty	`3.0.2`	indirect
PyPI	pyyaml	`6.0.3`	indirect
PyPI	pyyaml-ft	`8.0.0`	indirect
PyPI	pyzmq	`27.1.0`	indirect
PyPI	quack-kernels	`0.4.1`	indirect
PyPI	qwen-asr	`0.0.6`	indirect
PyPI	qwen-omni-utils	`0.0.9`	indirect
PyPI	raft-dask-cu12	`26.8.0`	indirect
PyPI	rapidfuzz	`3.14.3`	indirect
PyPI	rapids-dask-dependency	`26.8.0`	indirect
PyPI	rapids-logger	`0.2.3`	indirect
PyPI	rapidsmpf-cu12	`26.8.0`	indirect
PyPI	ray-haproxy	`2.8.25`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	regex	`2025.11.3`	indirect
PyPI	requests	`2.33.1`	indirect
PyPI	requests-oauthlib	`2.0.0`	indirect
PyPI	resampy	`0.4.3`	indirect
PyPI	resiliparse	`0.15.2`	indirect
PyPI	rfc3339-validator	`0.1.4`	indirect
PyPI	rfc3986-validator	`0.1.1`	indirect
PyPI	rfc3987-syntax	`1.1.0`	indirect
PyPI	rich	`14.2.0`	indirect
PyPI	rich-toolkit	`0.17.1`	indirect
PyPI	rignore	`0.7.6`	indirect
PyPI	rmm-cu12	`26.8.0`	indirect
PyPI	rpds-py	`0.30.0`	indirect
PyPI	rsa	`4.9.1`	indirect
PyPI	ruamel-yaml	`0.18.17`	indirect
PyPI	ruamel-yaml-clib	`0.2.15`	indirect
PyPI	ruff	`0.14.10`	indirect
PyPI	runai-model-streamer	`0.16.1`	indirect
PyPI	runai-model-streamer-azure	`0.16.1`	indirect
PyPI	runai-model-streamer-gcs	`0.16.1`	indirect
PyPI	runai-model-streamer-s3	`0.16.1`	indirect
PyPI	s3fs	`2024.12.0`	indirect
PyPI	s3transfer	`0.15.0`	indirect
PyPI	s5cmd	`0.3.3`	indirect
PyPI	sacrebleu	`2.6.0`	indirect
PyPI	sacremoses	`0.1.1`	indirect
PyPI	safehttpx	`0.1.7`	indirect
PyPI	safetensors	`0.7.0`	indirect
PyPI	scikit-learn	`1.7.2`	indirect
PyPI	scipy	`1.16.3`	indirect
PyPI	semantic-version	`2.10.0`	indirect
PyPI	send2trash	`1.8.3`	indirect
PyPI	sentence-transformers	`5.2.0`	indirect
PyPI	sentencepiece	`0.2.1`	indirect
PyPI	sentry-sdk	`2.48.0`	indirect
PyPI	setproctitle	`1.3.7`	indirect
PyPI	setuptools	`—`	indirect
PyPI	setuptools	`83.0.0`	indirect
PyPI	shellingham	`1.5.4`	indirect
PyPI	silero-vad	`6.2.1`	indirect
PyPI	siphash24	`1.8`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	slack-sdk	`3.41.0`	indirect
PyPI	smart-open	`7.5.0`	indirect
PyPI	smmap	`5.0.2`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	sortedcontainers	`2.4.0`	indirect
PyPI	soundfile	`0.13.1`	indirect
PyPI	soupsieve	`2.9`	indirect
PyPI	sox	`1.5.0`	indirect
PyPI	soxr	`1.0.0`	indirect
PyPI	soynlp	`0.0.493`	indirect
PyPI	spacy	`3.8.14`	indirect
PyPI	spacy-legacy	`3.0.12`	indirect
PyPI	spacy-loggers	`1.0.5`	indirect
PyPI	sqlalchemy	`2.0.45`	indirect
PyPI	sqlfluff	`4.3.0`	indirect
PyPI	srsly	`2.5.3`	indirect
PyPI	sse-starlette	`3.0.4`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	standard-aifc	`3.13.0`	indirect
PyPI	standard-chunk	`3.13.0`	indirect
PyPI	standard-sunau	`3.13.0`	indirect
PyPI	starlette	`1.3.1`	indirect
PyPI	strenum	`0.4.15`	indirect
PyPI	supervisor	`4.3.0`	indirect
PyPI	sympy	`1.14.0`	indirect
PyPI	tabulate	`0.9.0`	indirect
PyPI	tblib	`3.2.2`	indirect
PyPI	tensorboard	`2.20.0`	indirect
PyPI	tensorboard-data-server	`0.7.2`	indirect
PyPI	tensorrt	`10.9.0.34`	indirect
PyPI	tensorrt-cu12	`10.9.0.34`	indirect
PyPI	tensorrt-cu12-bindings	`10.9.0.34`	indirect
PyPI	tensorrt-cu12-libs	`10.9.0.34`	indirect
PyPI	terminado	`0.18.1`	indirect
PyPI	text-unidecode	`1.3`	indirect
PyPI	thinc	`8.3.13`	indirect
PyPI	threadpoolctl	`3.6.0`	indirect
PyPI	tiktoken	`0.12.0`	indirect
PyPI	tilelang	`0.1.9`	indirect
PyPI	timm	`1.0.26`	indirect
PyPI	tinycss2	`1.4.0`	indirect
PyPI	tld	`0.13.1`	indirect
PyPI	tokenizers	`0.22.2`	indirect
PyPI	tokenspeed-mla	`0.1.2`	indirect
PyPI	tokenspeed-triton	`3.8.10.post20260721`	indirect
PyPI	toml	`0.10.2`	indirect
PyPI	tomli	`2.3.0`	indirect
PyPI	tomlkit	`0.14.0`	indirect
PyPI	toolz	`1.1.0`	indirect
PyPI	torch-audiomentations	`0.12.0`	indirect
PyPI	torch-c-dlpack-ext	`0.1.5`	indirect
PyPI	torch-pitch-shift	`1.2.5`	indirect
PyPI	torchaudio	`2.11.0`	indirect
PyPI	torchaudio	`2.11.0+cu129`	indirect
PyPI	torchcodec	`0.11.1`	indirect
PyPI	torchlibrosa	`0.1.0`	indirect
PyPI	torchmetrics	`1.8.2`	indirect
PyPI	torchvision	`0.26.0`	indirect
PyPI	torchvision	`0.26.0+cu129`	indirect
PyPI	tornado	`6.5.8`	indirect
PyPI	tqdm	`4.67.1`	indirect
PyPI	trafilatura	`2.0.0`	indirect
PyPI	traitlets	`5.14.3`	indirect
PyPI	treelite	`4.7.1`	indirect
PyPI	triton	`3.6.0`	indirect
PyPI	typeguard	`4.4.4`	indirect
PyPI	typer	`0.20.1`	indirect
PyPI	typing-extensions	`4.15.0`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	tzdata	`2025.3`	indirect
PyPI	tzlocal	`5.3.1`	indirect
PyPI	ucxx-cu12	`0.51.1`	indirect
PyPI	uri-template	`1.3.0`	indirect
PyPI	uritemplate	`4.2.0`	indirect
PyPI	urllib3	`2.7.0`	indirect
PyPI	uvicorn	`0.40.0`	indirect
PyPI	uvloop	`0.22.1`	indirect
PyPI	virtualenv	`20.35.4`	indirect
PyPI	vllm	`0.22.0`	indirect
PyPI	vllm	`0.22.0+cu129`	indirect
PyPI	wandb	`0.30.0`	indirect
PyPI	warcio	`1.7.5`	indirect
PyPI	wasabi	`1.1.3`	indirect
PyPI	watchfiles	`1.1.1`	indirect
PyPI	wcwidth	`0.2.14`	indirect
PyPI	weasel	`1.0.0`	indirect
PyPI	webcolors	`25.10.0`	indirect
PyPI	webdataset	`1.0.2`	indirect
PyPI	webencodings	`0.5.1`	indirect
PyPI	websocket-client	`1.9.0`	indirect
PyPI	websockets	`15.0.1`	indirect
PyPI	werkzeug	`3.1.6`	indirect
PyPI	wget	`3.2`	indirect
PyPI	wheel	`0.46.3`	indirect
PyPI	whisper-normalizer	`0.1.12`	indirect
PyPI	whisperx	`3.8.5`	indirect
PyPI	widgetsnbextension	`4.0.15`	indirect
PyPI	win32-setctime	`1.2.0`	indirect
PyPI	wrapt	`1.17.3`	indirect
PyPI	xgrammar	`0.1.33`	indirect
PyPI	xxhash	`3.6.0`	indirect
PyPI	yarl	`1.22.0`	indirect
PyPI	z3-solver	`4.15.4.0`	indirect
PyPI	zict	`3.0.0`	indirect
PyPI	zipp	`3.23.0`	indirect
PyPI	zstandard	`0.25.0`	indirect

Dependency advisories 18

This repository publishes no package the index resolves, so its own dependency graph was assessed — 635 packages, which also include development and test pins that never ship: 18 carry known advisories, of which 5 are direct. 5 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

Package	Version	Relation	Severity	Advisories	Fixed in
transformers	`4.57.6`	direct	critical	9	`5.10.0`
hydra-core	`1.3.2`	direct	high	2	`1.3.4`
accelerate	`1.12.0`	indirect	high	2	—
click	`8.2.1`	indirect	high	1	`8.3.3`
jupyter-server	`2.20.0`	indirect	high	1	`2.21.0`
lightning	`2.4.0`	indirect	high	3	`2022.6.15`
msgpack	`1.1.2`	indirect	high	2	`1.2.1`
nltk	`3.10.3`	indirect	high	1	—
pytorch-lightning	`2.6.0`	indirect	high	3	`2.6.6`
vllm	`0.22.0`	indirect	high	36	`0.28.0`
vllm	`0.22.0+cu129`	indirect	high	36	`0.28.0`
torch	`2.11.0`	direct	moderate	1	`2.13.0`
torch	`2.11.0+cu129`	direct	moderate	1	`2.13.0`
diskcache	`5.6.3`	indirect	moderate	2	—
filelock	`3.20.1`	indirect	moderate	2	`3.20.3`
onnx	`1.21.0`	indirect	moderate	4	`1.22.0`
virtualenv	`20.35.4`	indirect	moderate	2	`20.36.1`
datasets	`4.0.0`	direct	unknown	1	`5.0.1`

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

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