Public recordGood
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-24 11:35 UTC
Lightning-AI / litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
Lightning-AI/litgpt holds a health index of 82 out of 100, placing it in the Good band. It scores highest on Community & Adoption (91/100) and lowest on AI Readiness (52/100). It was last updated 4 days ago. 2 contributors account for most of its recent work.
82
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
82
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.
Ownership
⚡️ Lightning AI Organization
6,839 followers29 public repossince Dec 2019
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 | litgpt | 0.5.13 | - | 34 | 21 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
85
Development activity
86Excellent
How it's scored
| 36/36 | Push recency — last push 4 days ago |
| 22.2/36 | Commit cadence — 32/52 weeks with commits |
| 17.4/18 | Commit volume — 86 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 14 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 86 |
| human_commit_share | 0.81 |
| days_since_last_push | 4 |
| active_weeks_last_year | 32 |
Release discipline
83Good
How it's scored
| 27/27 | Ships releases — 29 releases published |
| 36/36 | Release recency — latest release 24 days ago |
| 19.8/27 | Release cadence — a release every ~61.5 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 29 |
| latest_release_tag | v0.5.13 |
| releases_from_tags | no |
| days_since_latest_release | 24 |
| mean_days_between_releases | 61.5 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
91
Popularity & adoption
96Excellent
How it's scored
| 60/60 | Stars — 13,496 stars |
| 25/25 | Forks — 1,473 forks |
| 11.5/15 | Watchers — 118 watchers |
Inputs used
| forks | 1,473 |
| stars | 13,496 |
| watchers | 118 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
85Excellent
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 |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
80
Maintainer resilience (bus factor)
65Moderate
How it's scored
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 16.1/22.5 | Commit distribution — top contributor authored 28% of commits |
| 13.5/13.5 | Contributor breadth — 98 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 27 contributing companies or organizations |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 98 |
| top_contributor_share | 0.283 |
How it's scored
| 34.7/46.8 | Issue resolution — 74% of issues closed |
| 33.2/38.3 | PR acceptance — 1,147/1,320 decided PRs merged |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Inputs used
| merged_prs | 1,147 |
| open_issues | 235 |
| closed_issues | 679 |
| issue_closed_ratio | 0.743 |
| closed_unmerged_prs | 173 |
Ownership & stewardship
78Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 25/25 | Owner reach — 6,839 followers of Lightning-AI |
| 22.8/25 | Track record — 29 public repos, account ~6 yr old |
Inputs used
| followers | 6,839 |
| owner_type | Organization |
| is_verified | — |
| owner_login | Lightning-AI |
| public_repos | 29 |
| account_age_days | 2,427 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 21 days ago |
| 20/20 | Version history — 34 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | litgpt |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 21 |
Engineering Quality
Are baseline engineering and documentation practices in place?
82
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 4 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 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
65Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://lightning.ai |
| 10/10 | Repository description |
| 10/10 | Topics — 7 topics |
| 0/10 | Wiki |
Inputs used
| topics | ai, artificial-intelligence, deep-learning, large-language-models, llm, llm-inference, llms |
| has_wiki | no |
| homepage | https://lightning.ai |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
72
Security posture
65Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 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 27 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 — 14 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 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 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6.5 |
Excluded from scoring (no data or not applicable): branch_protection. Remaining weights renormalized.
Dependency advisories
100Excellent
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 43 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:litgpt@0.5.13 runtime dependency closure — what installing the published package pulls in — 43 packages. Reachability is not analyzed.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
52
Agent context & guidance
40At risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 80 of 81 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.988 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
65Moderate
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — devcontainer, Dockerfile |
| 8/10 | Demonstrated agent practice — 4 of the last 100 commits agent-authored or agent-credited |
| 8/8 | Automated maintenance — 15 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 | — |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | yes |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0.04 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.15 |
Code legibility for models
54Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 53.8/55 | Manageable file sizes — 3/137 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 99,516 |
| source_files_sampled | 137 |
| oversized_source_files | 3 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
13,496GitHub stars
98contributors
86commits, last 12 months
4days since last push
29releases
2bus factor
235open issues
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 ★ / 1,473 ⇿
0Stars
1,473Forks
29Releases
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.
Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.
Major 0Minor 2Patch 26
Each point covers 3 days.
OpenSSF Scorecard 6.5 / 10
6.5aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 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 27 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 | 14 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow 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 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 8
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | huggingface-hub | >=0.30,<1.4 | pyproject.toml |
| PyPI | jsonargparse | >=4.37,<=4.41 | pyproject.toml |
| PyPI | lightning | >=2.6.1 | pyproject.toml |
| PyPI | psutil | ==7.2.2 | pyproject.toml |
| PyPI | safetensors | >=0.4.3 | pyproject.toml |
| PyPI | tokenizers | >=0.21 | pyproject.toml |
| PyPI | torch | >=2.7 | pyproject.toml |
| PyPI | tqdm | >4.66 | pyproject.toml |
All dependencies 33
Full resolved dependency set from the GitHub dependency graph: 8 direct and 25 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | huggingface-hub | — | direct |
| PyPI | jsonargparse | — | direct |
| PyPI | lightning | — | direct |
| PyPI | psutil | 7.2.2 | direct |
| PyPI | safetensors | — | direct |
| PyPI | tokenizers | — | direct |
| PyPI | torch | — | direct |
| PyPI | tqdm | — | direct |
| PyPI | bitsandbytes | — | indirect |
| PyPI | datasets | — | indirect |
| PyPI | einops | — | indirect |
| PyPI | lightning-thunder | — | indirect |
| PyPI | litdata | 0.2.59 | indirect |
| PyPI | litlogger | — | indirect |
| PyPI | litserve | — | indirect |
| PyPI | lm-eval | — | indirect |
| PyPI | pandas | — | indirect |
| PyPI | protobuf | — | indirect |
| PyPI | pyarrow | — | indirect |
| PyPI | pytest | — | indirect |
| PyPI | pytest-benchmark | — | indirect |
| PyPI | pytest-dependency | — | indirect |
| PyPI | pytest-rerunfailures | — | indirect |
| PyPI | pytest-timeout | — | indirect |
| PyPI | requests | — | indirect |
| PyPI | sentencepiece | — | indirect |
| PyPI | setuptools | — | indirect |
| PyPI | tensorboard | — | indirect |
| PyPI | torchmetrics | — | indirect |
| PyPI | transformers | — | indirect |
| PyPI | uvloop | — | indirect |
| PyPI | wheel | — | indirect |
| PyPI | zstandard | — | indirect |
Dependency advisories 0
Installing pypi:litgpt@0.5.13 pulls in 43 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.
No known advisories affect the assessed dependencies.
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.
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"ai",
"artificial-intelligence",
"deep-learning",
"large-language-models",
"llm",
"llm-inference",
"llms"
],
"is_fork": false,
"size_kb": 5876,
"has_wiki": false,
"homepage": "https://lightning.ai",
"languages": {
"Python": 1312144,
"Dockerfile": 803
},
"pushed_at": "2026-07-20T10:24:12Z",
"created_at": "2023-05-04T17:46:11Z",
"owner_type": "Organization",
"updated_at": "2026-07-24T04:41:28Z",
"description": "20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://lightning.ai/",
"name": "⚡️ Lightning AI ",
"type": "Organization",
"login": "Lightning-AI",
"company": null,
"location": "United States of America",
"followers": 6839,
"avatar_url": "https://avatars.githubusercontent.com/u/58386951?v=4",
"created_at": "2019-12-01T09:42:21Z",
"is_verified": null,
"public_repos": 29,
"account_age_days": 2427
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.5.13",
"kind": "patch",
"published_at": "2026-06-29T15:53:25Z"
},
{
"tag": "v0.5.12",
"kind": "patch",
"published_at": "2025-12-18T15:51:48Z"
},
{
"tag": "v0.5.11",
"kind": "patch",
"published_at": "2025-09-09T18:15:45Z"
},
{
"tag": "v0.5.10",
"kind": "patch",
"published_at": "2025-08-13T13:26:21Z"
},
{
"tag": "v0.5.9",
"kind": "patch",
"published_at": "2025-06-12T20:51:14Z"
},
{
"tag": "v0.5.8",
"kind": "patch",
"published_at": "2025-05-06T10:22:06Z"
},
{
"tag": "v0.5.7",
"kind": "patch",
"published_at": "2025-01-27T20:59:14Z"
},
{
"tag": "v0.5.6",
"kind": "patch",
"published_at": "2025-01-24T16:53:18Z"
},
{
"tag": "v0.5.5",
"kind": "patch",
"published_at": "2025-01-08T20:33:19Z"
},
{
"tag": "v0.5.4",
"kind": "patch",
"published_at": "2024-12-23T13:00:52Z"
},
{
"tag": "v0.5.3",
"kind": "patch",
"published_at": "2024-10-29T20:10:05Z"
},
{
"tag": "v0.5.2",
"kind": "patch",
"published_at": "2024-10-22T16:20:07Z"
},
{
"tag": "v0.5.1",
"kind": "patch",
"published_at": "2024-10-10T15:20:22Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2024-10-04T18:59:47Z"
},
{
"tag": "v0.4.13",
"kind": "patch",
"published_at": "2024-09-27T14:13:48Z"
},
{
"tag": "v0.4.12",
"kind": "patch",
"published_at": "2024-09-11T19:43:17Z"
},
{
"tag": "v0.4.11",
"kind": "patch",
"published_at": "2024-08-23T17:42:08Z"
},
{
"tag": "v0.4.10",
"kind": "patch",
"published_at": "2024-08-14T01:39:16Z"
},
{
"tag": "v0.4.9",
"kind": "patch",
"published_at": "2024-08-08T15:43:57Z"
},
{
"tag": "v0.4.8",
"kind": "patch",
"published_at": "2024-08-02T14:09:24Z"
},
{
"tag": "v0.4.7",
"kind": "patch",
"published_at": "2024-08-01T13:07:30Z"
},
{
"tag": "v0.4.6",
"kind": "patch",
"published_at": "2024-07-24T15:35:08Z"
},
{
"tag": "v0.4.5",
"kind": "patch",
"published_at": "2024-07-17T18:56:04Z"
},
{
"tag": "v0.4.4",
"kind": "patch",
"published_at": "2024-07-11T01:18:27Z"
},
{
"tag": "v0.4.3",
"kind": "patch",
"published_at": "2024-07-05T18:42:48Z"
},
{
"tag": "v0.4.2",
"kind": "patch",
"published_at": "2024-06-25T22:28:08Z"
},
{
"tag": "v0.4.1",
"kind": "patch",
"published_at": "2024-06-17T01:55:43Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2024-06-10T15:50:02Z"
},
{
"tag": "v0.4.0.dev0",
"kind": "other",
"published_at": "2024-06-04T20:13:59Z"
}
],
"recent_commits": [
{
"oid": "26857050fe3ff627cd714fe92f5838f51a3d5efa",
"body": null,
"is_bot": false,
"headline": "chore: bump version to 0.5.13 (#2279)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-06-29T15:52:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d7d39fcce396f8457223c00194a1d93fb4864ce8",
"body": null,
"is_bot": false,
"headline": "fix(docs): update broken links in README (#2277)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-06-25T13:37:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "83e3fed408fa470a1a0e39defa45ed39c893f6c7",
"body": null,
"is_bot": false,
"headline": "docs: update CODEOWNERS with patterns and retired committers (#2275)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-06-25T05:20:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "22dbe4895a7f68132c2130974f6bdad1d606c3e6",
"body": null,
"is_bot": false,
"headline": "docs: add CONTRIBUTING.md (#2276)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-06-25T04:58:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "69fec57ce17e62deb392281f125a03d2cb6235a4",
"body": null,
"is_bot": false,
"headline": "ci: migrate PyPI release to trusted publishing (OIDC) (#2261)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-06-24T19:27:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ecf28d4aebe9b542f6f081bb1bbcb02049f5271b",
"body": null,
"is_bot": false,
"headline": "docs: add Code of Conduct and rename LICENSE filename (#2273)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-06-24T18:51:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4f66c7a969ddb9589f7bf60658d68d8c8e7a381d",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "fix(tests): use Gutenberg mirror to fix flaky book downloads (#2272)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-06-24T08:17:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9deee67534a27764ade9c6f3fb96520fb832cec9",
"body": "…d literal 'None') (#2258)\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nCo-authored-by: Bhimraj Yadav <bhimrajyadav977@gmail.com>",
"is_bot": false,
"headline": "Omit ChatML system turn when there is no system message (Qwen3 emitte…",
"author_name": "Prathamesh Jadhav",
"author_login": "lollinng",
"committed_at": "2026-06-24T01:19:20Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "153d04c4bc489c4d2ad2ec6bf09c5f9ce067b3c8",
"body": "…#2268)\n\nCo-authored-by: Liana Koleva <43767763+lianakoleva@users.noreply.github.com>",
"is_bot": false,
"headline": " fix(tests): skip tokenizer tests for only gated model in fork prs (…",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-06-23T19:40:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e1e48b1a0832e943edf29980db93f227dcc17ebe",
"body": null,
"is_bot": false,
"headline": "fix(ci): unblock check-links and stabilize GPU serve tests (#2270)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-06-23T18:33:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a650062da1a3c252cea6ec42ecc832225ff63ad6",
"body": null,
"is_bot": false,
"headline": "ci: migrate workflows from pip to uv (#2257)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-06-05T08:02:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b37195938f71325688760e5402ea1a016b31d005",
"body": null,
"is_bot": false,
"headline": "chore: pin GitHub Actions to verified commit SHAs (#2256)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-06-01T17:38:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "53286ba8cd5c7cab4dc8a8e42edf196aa5959299",
"body": "…w (#2253)",
"is_bot": false,
"headline": "security: remove `pull_request_target` trigger from CPU tests workflo…",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-05-28T19:25:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6bc64866be6980f2a2a730cac1a21ad3ec0aa62b",
"body": null,
"is_bot": false,
"headline": "fix(tests): xfail DynamoThunder tests with torch>=2.12 (#2254)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-05-28T19:24:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8c3ce130d52faa22da4a005cee3f0f6fdfe43099",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "fix: make sample() produce greedy decoding when temperature=0 (#2239)",
"author_name": "Yarizakura",
"author_login": "CrepuscularIRIS",
"committed_at": "2026-04-16T06:32:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "084879dcacc6b51e73239536c02d189f73ee4696",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "fix(tests): Fix 3 test failures introduced by the validate PR (#2233)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-04-10T12:59:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "115a20637e0ab32c05e6eaf7f6c6519f921d4e2b",
"body": "…ing (#2213)",
"is_bot": false,
"headline": "fix(finetune): run generate_example only on rank 0 in multi-GPU train…",
"author_name": "Br1an",
"author_login": "Br1an67",
"committed_at": "2026-04-08T02:38:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "59adc578546ba020151a1f3af1b1fb93163b91bf",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: Bhimraj Yadav <bhimrajyadav977@gmail.com>",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit suggestions (#2229)",
"author_name": "pre-commit-ci[bot]",
"author_login": "pre-commit-ci[bot]",
"committed_at": "2026-04-08T01:57:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "191b2cf9fc4aa7d7c4108afcae271fb6ec57e4e8",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps): bump psutil from 7.1.3 to 7.2.2 (#2226)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-04-08T00:32:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "481f0ff33fb62653ce567687d1eea45bdeb96d62",
"body": "…… (#2214)\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "feat: Introduce a pre-flight validation script for LitGPT checkpoints…",
"author_name": "Avaya Aggarwal",
"author_login": "OnePunchMonk",
"committed_at": "2026-04-07T22:23:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fde438aa241ddb9c4c9f452286d82f511fd2c744",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: bhimrazy <bhimrajyadav977@gmail.com>",
"is_bot": false,
"headline": "LoRAQKVLinear.lora_ind does not cache index (#2225)",
"author_name": "Matthias Seeger",
"author_login": "mseeger",
"committed_at": "2026-04-07T21:58:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d28a00d8a0014d2c0a9038fcd6bcfdd30fad4368",
"body": "…2215)\n\nCo-authored-by: gambletan <tan@echooo.com>\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: raise error when prefill exceeds sliding window KV cache size (#…",
"author_name": "Alvin Tang",
"author_login": "alvinttang",
"committed_at": "2026-03-25T09:31:46Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "31e5fcaf8486d08001a2eda2579c45fea307c529",
"body": "… (#2221)\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "chore(ruff): bump target-version to py310 and update type annotations…",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-03-25T09:20:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a3af80dae9d04261a0ab917ef1277ee2032a14a7",
"body": null,
"is_bot": false,
"headline": "Added correct rope_base to all Mistral configs (#2218)",
"author_name": "Aditya Borate",
"author_login": "adi776borate",
"committed_at": "2026-03-25T06:42:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7a548b90a27803d0cc1368f262869cbba780946e",
"body": "Co-authored-by: Xiao Ji Ji <xiaoji@openclaw.ai>",
"is_bot": false,
"headline": "fix: handle empty prompt list in R1Base.apply() (#2216)",
"author_name": "LincolnBurrows2017",
"author_login": "LincolnBurrows2017",
"committed_at": "2026-03-21T04:04:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "162ad9bee317afb487046e4d2765d4e58dc9c7ff",
"body": null,
"is_bot": false,
"headline": "Add YaRN rope adjustment + DeepSeekV3 rope_interleave (#2202)",
"author_name": "SJ Yu",
"author_login": "ysjprojects",
"committed_at": "2026-03-19T07:43:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "377951004c3aec68bf43f077be98d5a5551d3a18",
"body": "…epo (#2208)",
"is_bot": false,
"headline": "chore(workflows): Sync GPU CI workflow image with lightning-thunder r…",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-03-04T11:45:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e684dfb05bd05dae1eedc04817f2dd9dbc8c3c9b",
"body": null,
"is_bot": false,
"headline": "fix: flaky `test_litgpt_chat_endtoend` (#2209)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-03-04T09:51:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2835f828f1ad69d10a7f236ad784ec3d1d2a5e17",
"body": "…204)\n\nCo-authored-by: fumadari <dariofumarola90@gmail.com>\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: default val_split_fraction to 0.05 for single-file JSON data (#2…",
"author_name": "Dario Fumarola",
"author_login": "dario-fumarola",
"committed_at": "2026-02-20T21:38:46Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e1086be410018852dcb928e3678700bde93735d4",
"body": null,
"is_bot": false,
"headline": "fix: correct LoRA index computation uses wrong feature size (#2201)",
"author_name": "Harikrishna KP",
"author_login": "Mr-Neutr0n",
"committed_at": "2026-02-17T17:04:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92627d71d47c24f7d3ef4d0b5721b34956819a95",
"body": "…king (#2198)\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "feat(logger) : Add LitLogger Support for Lightning.ai Experiment Trac…",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-02-06T05:24:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dce40d9cc281dc05e891592f5b6d710c361038b2",
"body": "…=0.30,<1.4 (#2200)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: bhimrazy <bhimrajyadav977@gmail.com>",
"is_bot": true,
"headline": "build(deps): update huggingface-hub requirement from <1.3,>=0.30 to >…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-02-04T16:15:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8b142b841d3e211b8247dff3d76fe73451ac20c",
"body": "… >=0.42,<0.50 (#2199)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps-dev): update bitsandbytes requirement from <0.43,>=0.42 to…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-02-04T16:14:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c04150565e0c71950f5b7e5b318c2485852e22ec",
"body": "Co-authored-by: Bhimraj Yadav <bhimrajyadav977@gmail.com>",
"is_bot": false,
"headline": "Allow train.max_steps for profiling runs (#2193)",
"author_name": "Mukesh Dewangan",
"author_login": "MukeshK17",
"committed_at": "2026-01-29T23:57:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f9f3dcbdcafc41b484d33b81e09ff1e71671a5bb",
"body": "Co-authored-by: Bhimraj Yadav <bhimrajyadav977@gmail.com>",
"is_bot": false,
"headline": "fix: gemma-3 checkpoint conversion from litgpt to hf (#2195)",
"author_name": "Aditya Borate",
"author_login": "adi776borate",
"committed_at": "2026-01-23T23:55:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dbddd23b471d8f3851ec818869eabe48a11100fc",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: Bhimraj Yadav <bhimrajyadav977@gmail.com>",
"is_bot": false,
"headline": "feat: add generate_strategy option to litgpt serve (#2188)",
"author_name": "Aditya Borate",
"author_login": "adi776borate",
"committed_at": "2026-01-20T08:28:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ac816e7729deeb459cfe1d0d00c1fedf2314c46b",
"body": "…q (#2179)\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: bhimrazy <bhimrajyadav977@gmail.com>",
"is_bot": false,
"headline": "Fix rope_cache_length computation for models with rope_local_base_fre…",
"author_name": "Aditya Borate",
"author_login": "adi776borate",
"committed_at": "2026-01-14T21:20:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f43163ada894a2c035cbde2ecef61f8fd1f1e93a",
"body": null,
"is_bot": false,
"headline": "Doc: add uv options advanced installation fix (#2185)",
"author_name": "Gusti Triandi Winata",
"author_login": "sanggusti",
"committed_at": "2026-01-13T21:11:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b8fe4dd20025ff57d47a813a2b1dba69f7995b87",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: Bhimraj Yadav <bhimrajyadav977@gmail.com>",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit suggestions (#2180)",
"author_name": "pre-commit-ci[bot]",
"author_login": "pre-commit-ci[bot]",
"committed_at": "2026-01-13T21:07:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c2c08b5760b0a303e0033802871b1dd07076dc74",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps-dev): bump litdata from 0.2.51 to 0.2.59 (#2176)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-01-13T21:06:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "886c5dade29276621f062cebf85aa9a20c93091e",
"body": "…>=0.30,<1.3 (#2139)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps): update huggingface-hub requirement from >=0.30,<0.35 to …",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-01-13T21:05:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "22e79cb143a4c1f358650459f083d0d74c631acb",
"body": "…, for gpu test (#2184)",
"is_bot": false,
"headline": "chore: fetch transformers version from lightning-thunder requirements…",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2026-01-13T20:52:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "df94ee2cae47d8d2fb20815c175e98fd1f64a27a",
"body": null,
"is_bot": false,
"headline": "chore: bump version for release (#2171)",
"author_name": "Liana Koleva",
"author_login": "lianakoleva",
"committed_at": "2025-12-18T15:51:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3023ca8845119b21281f465ea9448eabc9ea8224",
"body": "Co-authored-by: Chelsi Jain <jainc@dgxh-2.hpc.engr.oregonstate.edu>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: Bhimraj Yadav <bhimrajyadav977@gmail.com>\nCo-authored-by: KaelanDt <kaelandonatella@gmail.com>\nCo-authored-by: Liana Koleva <liana.e.koleva@gmail.com>",
"is_bot": false,
"headline": "fix: sliding window KV cache for Gemma-3 models (issue #2145) (#2153)",
"author_name": "Chelsi Jain",
"author_login": "Chelsi-create",
"committed_at": "2025-12-17T17:00:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "20af91c84696f90998ea03bd7c236981a1f887a2",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>\nCo-authored-by: Liana Koleva <43767763+lianakoleva@users.noreply.github.com>\nCo-authored-by: bhimrazy <bhimrajyadav977@gmail.com>",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit suggestions (#2142)",
"author_name": "pre-commit-ci[bot]",
"author_login": "pre-commit-ci[bot]",
"committed_at": "2025-12-16T20:28:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2f353c3b434e95ebeb55dbdf7d43cee5e0a400f",
"body": "…ates (#2170)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps): bump the gha-updates group across 1 directory with 2 upd…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-12-16T15:25:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "52712214724183483143de1acedb88ba44493767",
"body": "Co-authored-by: carsch 18 <carsch18@192.168.1.4>",
"is_bot": false,
"headline": "docs: enhance Python API tutorial with fixes and new section (#2169)",
"author_name": "carsch18",
"author_login": "carsch18",
"committed_at": "2025-12-16T15:25:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "84d3b77a141b8876eca6162e5ee2b7a1d273b728",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps): bump psutil from 7 to 7.1.2 (#2152)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-12-16T15:24:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "af610445e4e897e713f283025c4888db61f77ba2",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: Bhimraj Yadav <bhimrajyadav977@gmail.com>",
"is_bot": false,
"headline": "Small refactorings (#2166)",
"author_name": "Matthias Seeger",
"author_login": "mseeger",
"committed_at": "2025-12-16T05:51:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "299cfa4d0c10afee125af53a4acec36f3ac54480",
"body": null,
"is_bot": false,
"headline": "fix: pin `lm-eval<0.4.9.1` for trust_remote_code issue (#2168)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2025-12-04T09:23:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "daf4538f6e62f98aa54650d1a6898395274228b2",
"body": null,
"is_bot": false,
"headline": "chore: bump pytorch to >= 2.7 (#2130)",
"author_name": "Liana Koleva",
"author_login": "lianakoleva",
"committed_at": "2025-11-26T15:12:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba331d6cb84cbef929fed7c691966c9b6d930aa0",
"body": null,
"is_bot": false,
"headline": "Fix to avoid RuntimeError (#2138)",
"author_name": "Matthias Seeger",
"author_login": "mseeger",
"committed_at": "2025-11-25T09:45:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0fb371d861a51e81ed84765c22b888dda4db1399",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: Bhimraj Yadav <bhimrajyadav977@gmail.com>",
"is_bot": false,
"headline": "fix: handle gemma 3 weights prefix during hf conversion (#2156)",
"author_name": "Oscar Blazejewski",
"author_login": "scascar",
"committed_at": "2025-11-25T09:44:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "39f9b3ee81adb4e7a3f537ef56a3ebf5f311b165",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "chore: Drop Python 3.9 support from ci (#2161)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2025-11-25T09:43:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "43ba18c5a424ded2cd1a8aad39fdfec1f8c42025",
"body": "…ontributors (#2162)\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "fix(ci) : Optimize Workflow Triggers for Collaborators vs. External C…",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2025-11-24T15:10:13Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "620c749310efcd464e295eae1353a354d96df253",
"body": null,
"is_bot": false,
"headline": "Remove Azure CI configuration (#2160)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2025-11-19T06:08:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2ade8ffcaf9e09c408c6fc9873395c525997618d",
"body": null,
"is_bot": false,
"headline": "fix: chat prompt lowercasing bug (#2155)",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2025-11-15T05:11:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2d0b810a60d2d6c0df733c43a1792b6a1815e55",
"body": "Co-authored-by: bhimrazy <bhimrajyadav977@gmail.com>",
"is_bot": false,
"headline": "Add `timeout` parameter to run_server. (#2157)",
"author_name": "Noel Danz",
"author_login": "hv10",
"committed_at": "2025-11-14T19:47:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d993cf1363872d10141974ef4afdb822fcc9f908",
"body": "… (#2134)\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: KaelanDt <kaelandonatella@gmail.com>\nCo-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>",
"is_bot": false,
"headline": "[FEAT] Add Grouped Topk Routing to LLaMAMoE (Based on DeepseekV3MoE)…",
"author_name": "SJ Yu",
"author_login": "ysjprojects",
"committed_at": "2025-11-07T00:27:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "062fff2f96f27416cc866eefb32352955234a332",
"body": "…(#2148)",
"is_bot": false,
"headline": "fix: update TinyStories optimize to use `item_loader=TokensLoader()` …",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2025-11-04T20:01:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9174da2cc4ec49a16395bd3e7f8be9f4a54550a8",
"body": "…parse Issues (#2149)\n\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "fix(ci): Failures on Main: Compiler GPU Tests, Tokenizer, and JsonArg…",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2025-11-04T09:30:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "22c2a4f3d80599b0791d62c4c4fb871bb5486609",
"body": "Added information about Lightning Cloud services and features.",
"is_bot": false,
"headline": "Update README with Lightning Cloud details",
"author_name": "William Falcon",
"author_login": "williamFalcon",
"committed_at": "2025-10-05T15:26:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b3e83b8a22d35f676edcaf51f721f0a2e5f28bfa",
"body": null,
"is_bot": false,
"headline": "update code-owners list (#2137)",
"author_name": "Jirka Borovec",
"author_login": "Borda",
"committed_at": "2025-09-26T05:46:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aac1a53a35a9028f4aec4c537207c2f2bc8910f3",
"body": null,
"is_bot": false,
"headline": "chore: expand codeowners (#2132)",
"author_name": "Liana Koleva",
"author_login": "lianakoleva",
"committed_at": "2025-09-12T07:43:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b06251abdd4cbd5f322b962761c48cdbb521d40f",
"body": null,
"is_bot": false,
"headline": "bump: releasing `0.5.11`",
"author_name": "Jirka B",
"author_login": "Borda",
"committed_at": "2025-09-09T17:30:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f464693df3fd0c01b8ceaea787b846ec3aeaa862",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "bump PT 2.8 & install with `--upgrade-strategy greedy` (#2107)",
"author_name": "Jirka Borovec",
"author_login": "Borda",
"committed_at": "2025-09-09T06:09:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fe3ec5992bcec62cd620d4002b00f36e463371b2",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Add Qwen3 2507 Instruct models (#2125)",
"author_name": "SJ Yu",
"author_login": "ysjprojects",
"committed_at": "2025-09-08T20:00:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "db8e87851772c61eac0f1598f597dffacca52d80",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "feat/MLA (#2113)",
"author_name": "SJ Yu",
"author_login": "ysjprojects",
"committed_at": "2025-09-08T20:00:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e8f40cc950d7a8a8ad920786872c59e1d771ad8",
"body": "… group (#2126)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps): bump actions/setup-python from 5 to 6 in the gha-updates…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-09-08T13:05:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4f8747da7c549a1ee1f3793091b2cdb863881283",
"body": "…>=0.30,<0.35 (#2119)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps): update huggingface-hub requirement from <0.33,>=0.30 to …",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-09-05T06:59:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0c92df0960a027b732b069a69ad36bb19e87ddb5",
"body": "…=4.51.3,<4.57 (#2120)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps): update transformers requirement from <4.54,>=4.51.3 to >…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-09-05T06:58:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf885fd8992a555f94e1a07e95303ac46166197e",
"body": null,
"is_bot": false,
"headline": "gpu: use `CUBLAS_WORKSPACE_CONFIG: \":4096:8\"` (#2124)",
"author_name": "Jirka Borovec",
"author_login": "Borda",
"committed_at": "2025-09-04T16:29:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c5fbe36c81b9bc6dd6d60d292cc8774a1ae1ae32",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Use torch autograd integration for backward testing (#2123)",
"author_name": "Thomas Viehmann",
"author_login": "t-vi",
"committed_at": "2025-09-04T12:59:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0b0c8191e1770308648b766ea6f957ea46dfbe90",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Add Qwen3 2507 Thinking models (#2110)",
"author_name": "SJ Yu",
"author_login": "ysjprojects",
"committed_at": "2025-09-01T12:12:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf68369bd1ffa4e230529aec11ba17837eba0de3",
"body": "…up (#2109)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps): bump actions/checkout from 4 to 5 in the gha-updates gro…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-08-18T16:22:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c078a26058c25a933b946dea398fc03411ec4f72",
"body": null,
"is_bot": false,
"headline": "bump: try `bitsandbytes ~0.47` (#2106)",
"author_name": "Jirka Borovec",
"author_login": "Borda",
"committed_at": "2025-08-14T10:16:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d052b079dbe9ad661e948857a19f2a86f8123623",
"body": null,
"is_bot": false,
"headline": "ci: add testing with minimal requirements (#2105)",
"author_name": "Jirka Borovec",
"author_login": "Borda",
"committed_at": "2025-08-14T09:40:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "198314ee4ce60e419295d4ad1ad517e6138007e7",
"body": "….42,<0.47 (#2069)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps): update bitsandbytes requirement from <0.43,>=0.42 to >=0…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-08-14T07:33:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5ac69b0652f8461ccd84b504f7ec251f5ddd4b64",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "finetune_lora upgrades (#2086)",
"author_name": "SJ Yu",
"author_login": "ysjprojects",
"committed_at": "2025-08-13T22:33:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b00e7b3e65ced432845ee84ce6c1f86dfb29d5fe",
"body": null,
"is_bot": false,
"headline": "update machines used in lit CI (#2103)",
"author_name": "Jirka Borovec",
"author_login": "Borda",
"committed_at": "2025-08-13T14:58:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "90cc9a801ab0017df529f9754cabb79825e7f5d4",
"body": null,
"is_bot": false,
"headline": "bump: releasing `0.5.10`",
"author_name": "Jirka B",
"author_login": "Borda",
"committed_at": "2025-08-13T11:48:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a6000fd52f574ccc077dc1e8cbd07436a64106a",
"body": "…=4.51.3,<4.54 (#2084)\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jirka B <j.borovec+github@gmail.com>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps): update transformers requirement from <4.52,>=4.51.3 to >…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-08-13T11:47:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc5c26a1ac1c4b247018326dad7d18e1dd9b4ad5",
"body": null,
"is_bot": false,
"headline": "req: pin `lm-eval !=0.4.9.1` (#2102)",
"author_name": "Jirka Borovec",
"author_login": "Borda",
"committed_at": "2025-08-13T11:04:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aafc30711034b10706405bc7140b755820017d37",
"body": null,
"is_bot": false,
"headline": "Fix commands in pretrain.md (#2097)",
"author_name": "Niko Abeler",
"author_login": "H4kor",
"committed_at": "2025-08-06T14:18:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ebef1709b2948dcb2e3ba0274542e4682a36ca0f",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps): bump litdata from 0.2.49 to 0.2.51 (#2099)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-08-04T11:09:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f504d85a24513c822f48fdeb05ef6b8cbb61ef4",
"body": "… API endpoint configuration (#2080)",
"is_bot": false,
"headline": "feat(serve.py): add api_path parameter to cli options to allow custom…",
"author_name": "Botir Khaltaev",
"author_login": "botirkhaltaev",
"committed_at": "2025-07-25T19:20:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8f190533406f78a6950345739d89dc2efc8be421",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "add/debug Lit CI (#2094)",
"author_name": "Jirka Borovec",
"author_login": "Borda",
"committed_at": "2025-07-23T13:16:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "67b0496325cdba9640710a5315f155d94c6fe861",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "pin: restrict datasets version to <4.0.0 for compatibility (#2095)",
"author_name": "Jirka Borovec",
"author_login": "Borda",
"committed_at": "2025-07-15T12:22:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5a9b13e98bd16d7243eeb5f7fea36316928ff949",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Complete pending todos in testing (#2088)",
"author_name": "Ashish Rai",
"author_login": "raishish",
"committed_at": "2025-07-09T14:24:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d32a7384331c297ceec45f6b88e62418fd6aaee3",
"body": null,
"is_bot": false,
"headline": "doc: add comments for clarifying query / KV groups (#2093)",
"author_name": "Ashish Rai",
"author_login": "raishish",
"committed_at": "2025-07-09T10:03:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "27ff93ddfbe46a7d9ceb3738a81ce0e43261a056",
"body": null,
"is_bot": false,
"headline": "doc: add `n_query_groups` to attention notation table (#2092)",
"author_name": "Ashish Rai",
"author_login": "raishish",
"committed_at": "2025-07-09T10:02:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "50f6bc49e521aa4d28a5035478af4bc5e8392180",
"body": "Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>\nCo-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit suggestions (#2091)",
"author_name": "pre-commit-ci[bot]",
"author_login": "pre-commit-ci[bot]",
"committed_at": "2025-07-07T21:01:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e01561a72135156dff579a4d118bf8742914e1d1",
"body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>",
"is_bot": true,
"headline": "build(deps): update numpy requirement from <2 to none (#2085)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-07-01T17:54:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ae2b85ce486c5e1a4311db096dc21924da280f55",
"body": "…t (#2082)",
"is_bot": false,
"headline": "docs: Add documentation for OpenAI-compatible API in LitGPT deploymen…",
"author_name": "Bhimraj Yadav",
"author_login": "bhimrazy",
"committed_at": "2025-07-01T12:38:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d4107ea505a5032d7b57345db6e02d86bdf60eae",
"body": null,
"is_bot": false,
"headline": "ci: show the longest tests for improvement (#2083)",
"author_name": "Jirka Borovec",
"author_login": "Borda",
"committed_at": "2025-07-01T12:19:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "caadfb7393add72ff97926cee9c4d70d44f8fb00",
"body": null,
"is_bot": false,
"headline": "update bug-report/issue with reproducing in Studio (#2081)",
"author_name": "Jirka Borovec",
"author_login": "Borda",
"committed_at": "2025-06-23T12:30:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1f4325f7fddad5a2a5fddfc4f7e1fd6ed095dbc0",
"body": null,
"is_bot": false,
"headline": "Deferring import of torch in config to allow faster import (#2079)",
"author_name": "Jack Urbanek",
"author_login": "JackUrb",
"committed_at": "2025-06-18T05:10:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6bea7711bec6a140c1a3ea3c877abcd79009e8ae",
"body": null,
"is_bot": false,
"headline": "limit PR permissions vol.2 (#2078)",
"author_name": "Jirka Borovec",
"author_login": "Borda",
"committed_at": "2025-06-17T14:21:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "caa2f78fdd7667714a71ca6ac98efa7df379e649",
"body": null,
"is_bot": false,
"headline": "limit PR permissions (#2077)",
"author_name": "Jirka Borovec",
"author_login": "Borda",
"committed_at": "2025-06-17T09:30:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "72ea18521f0c5f40ebcb0291315256501829d07c",
"body": "Co-authored-by: shijie.yu <shijie@tensorplex.ai>\nCo-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Qwen3 MoE (#2060)",
"author_name": "Yu Shi Jie",
"author_login": "ysjprojects",
"committed_at": "2025-06-16T17:01:46Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 29,
"commits_last_year": 86,
"latest_release_at": "2026-06-29T15:53:25Z",
"latest_release_tag": "v0.5.13",
"releases_from_tags": false,
"days_since_last_push": 4,
"active_weeks_last_year": 32,
"days_since_latest_release": 24,
"mean_days_between_releases": 61.5
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 75,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "litgpt",
"exists": true,
"license": null,
"keywords": [
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/litgpt/",
"is_deprecated": false,
"latest_version": "0.5.13",
"repository_url": "https://github.com/lightning-AI/litgpt",
"versions_count": 34,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2024-02-23T19:46:47.160980Z",
"latest_published_at": "2026-07-03T04:14:41.764937Z",
"latest_version_yanked": null,
"days_since_latest_publish": 21
}
]
},
"popularity": {
"forks": 1473,
"stars": 13496,
"watchers": 118,
"fork_history": {
"days": [
{
"date": "2024-01-24",
"count": 2
},
{
"date": "2024-01-26",
"count": 2
},
{
"date": "2024-01-27",
"count": 1
},
{
"date": "2024-01-29",
"count": 1
},
{
"date": "2024-01-30",
"count": 1
},
{
"date": "2024-02-01",
"count": 2
},
{
"date": "2024-02-02",
"count": 3
},
{
"date": "2024-02-03",
"count": 1
},
{
"date": "2024-02-05",
"count": 2
},
{
"date": "2024-02-06",
"count": 1
},
{
"date": "2024-02-09",
"count": 1
},
{
"date": "2024-02-14",
"count": 1
},
{
"date": "2024-02-15",
"count": 1
},
{
"date": "2024-02-17",
"count": 1
},
{
"date": "2024-02-18",
"count": 1
},
{
"date": "2024-02-19",
"count": 1
},
{
"date": "2024-02-20",
"count": 2
},
{
"date": "2024-02-22",
"count": 1
},
{
"date": "2024-02-23",
"count": 1
},
{
"date": "2024-02-24",
"count": 2
},
{
"date": "2024-02-25",
"count": 2
},
{
"date": "2024-02-26",
"count": 1
},
{
"date": "2024-02-28",
"count": 2
},
{
"date": "2024-03-01",
"count": 2
},
{
"date": "2024-03-04",
"count": 1
},
{
"date": "2024-03-05",
"count": 1
},
{
"date": "2024-03-07",
"count": 1
},
{
"date": "2024-03-08",
"count": 2
},
{
"date": "2024-03-10",
"count": 1
},
{
"date": "2024-03-11",
"count": 4
},
{
"date": "2024-03-12",
"count": 2
},
{
"date": "2024-03-13",
"count": 2
},
{
"date": "2024-03-14",
"count": 2
},
{
"date": "2024-03-16",
"count": 2
},
{
"date": "2024-03-17",
"count": 2
},
{
"date": "2024-03-18",
"count": 1
},
{
"date": "2024-03-19",
"count": 1
},
{
"date": "2024-03-20",
"count": 1
},
{
"date": "2024-03-21",
"count": 6
},
{
"date": "2024-03-22",
"count": 1
},
{
"date": "2024-03-24",
"count": 2
},
{
"date": "2024-03-26",
"count": 1
},
{
"date": "2024-03-27",
"count": 3
},
{
"date": "2024-03-28",
"count": 4
},
{
"date": "2024-03-29",
"count": 7
},
{
"date": "2024-03-30",
"count": 2
},
{
"date": "2024-03-31",
"count": 4
},
{
"date": "2024-04-01",
"count": 2
},
{
"date": "2024-04-02",
"count": 4
},
{
"date": "2024-04-03",
"count": 2
},
{
"date": "2024-04-05",
"count": 1
},
{
"date": "2024-04-07",
"count": 1
},
{
"date": "2024-04-08",
"count": 5
},
{
"date": "2024-04-09",
"count": 6
},
{
"date": "2024-04-10",
"count": 3
},
{
"date": "2024-04-11",
"count": 3
},
{
"date": "2024-04-12",
"count": 6
},
{
"date": "2024-04-13",
"count": 6
},
{
"date": "2024-04-14",
"count": 30
},
{
"date": "2024-04-15",
"count": 11
},
{
"date": "2024-04-16",
"count": 2
},
{
"date": "2024-04-17",
"count": 4
},
{
"date": "2024-04-18",
"count": 2
},
{
"date": "2024-04-20",
"count": 1
},
{
"date": "2024-04-21",
"count": 1
},
{
"date": "2024-04-23",
"count": 2
},
{
"date": "2024-04-24",
"count": 2
},
{
"date": "2024-04-25",
"count": 1
},
{
"date": "2024-04-26",
"count": 1
},
{
"date": "2024-04-28",
"count": 1
},
{
"date": "2024-04-30",
"count": 3
},
{
"date": "2024-05-01",
"count": 2
},
{
"date": "2024-05-03",
"count": 1
},
{
"date": "2024-05-04",
"count": 1
},
{
"date": "2024-05-05",
"count": 1
},
{
"date": "2024-05-07",
"count": 1
},
{
"date": "2024-05-09",
"count": 1
},
{
"date": "2024-05-10",
"count": 3
},
{
"date": "2024-05-13",
"count": 3
},
{
"date": "2024-05-14",
"count": 1
},
{
"date": "2024-05-15",
"count": 1
},
{
"date": "2024-05-16",
"count": 2
},
{
"date": "2024-05-17",
"count": 2
},
{
"date": "2024-05-22",
"count": 2
},
{
"date": "2024-05-23",
"count": 3
},
{
"date": "2024-05-25",
"count": 1
},
{
"date": "2024-05-28",
"count": 3
},
{
"date": "2024-05-29",
"count": 2
},
{
"date": "2024-05-30",
"count": 1
},
{
"date": "2024-06-01",
"count": 2
},
{
"date": "2024-06-02",
"count": 1
},
{
"date": "2024-06-03",
"count": 4
},
{
"date": "2024-06-04",
"count": 9
},
{
"date": "2024-06-05",
"count": 7
},
{
"date": "2024-06-06",
"count": 7
},
{
"date": "2024-06-07",
"count": 6
},
{
"date": "2024-06-08",
"count": 3
},
{
"date": "2024-06-09",
"count": 3
},
{
"date": "2024-06-10",
"count": 6
},
{
"date": "2024-06-11",
"count": 2
},
{
"date": "2024-06-12",
"count": 2
},
{
"date": "2024-06-13",
"count": 2
},
{
"date": "2024-06-14",
"count": 3
},
{
"date": "2024-06-15",
"count": 2
},
{
"date": "2024-06-16",
"count": 3
},
{
"date": "2024-06-17",
"count": 1
},
{
"date": "2024-06-19",
"count": 2
},
{
"date": "2024-06-20",
"count": 2
},
{
"date": "2024-06-21",
"count": 2
},
{
"date": "2024-06-23",
"count": 1
},
{
"date": "2024-06-24",
"count": 3
},
{
"date": "2024-06-26",
"count": 4
},
{
"date": "2024-06-27",
"count": 1
},
{
"date": "2024-06-28",
"count": 3
},
{
"date": "2024-06-30",
"count": 1
},
{
"date": "2024-07-01",
"count": 1
},
{
"date": "2024-07-03",
"count": 2
},
{
"date": "2024-07-04",
"count": 2
},
{
"date": "2024-07-05",
"count": 3
},
{
"date": "2024-07-08",
"count": 2
},
{
"date": "2024-07-09",
"count": 13
},
{
"date": "2024-07-10",
"count": 6
},
{
"date": "2024-07-11",
"count": 17
},
{
"date": "2024-07-12",
"count": 4
},
{
"date": "2024-07-13",
"count": 3
},
{
"date": "2024-07-14",
"count": 3
},
{
"date": "2024-07-15",
"count": 3
},
{
"date": "2024-07-16",
"count": 5
},
{
"date": "2024-07-17",
"count": 4
},
{
"date": "2024-07-18",
"count": 1
},
{
"date": "2024-07-19",
"count": 3
},
{
"date": "2024-07-20",
"count": 2
},
{
"date": "2024-07-21",
"count": 3
},
{
"date": "2024-07-22",
"count": 2
},
{
"date": "2024-07-23",
"count": 4
},
{
"date": "2024-07-24",
"count": 2
},
{
"date": "2024-07-26",
"count": 3
},
{
"date": "2024-07-27",
"count": 1
},
{
"date": "2024-07-28",
"count": 2
},
{
"date": "2024-07-29",
"count": 2
},
{
"date": "2024-08-01",
"count": 2
},
{
"date": "2024-08-02",
"count": 3
},
{
"date": "2024-08-03",
"count": 1
},
{
"date": "2024-08-04",
"count": 2
},
{
"date": "2024-08-05",
"count": 2
},
{
"date": "2024-08-06",
"count": 2
},
{
"date": "2024-08-07",
"count": 4
},
{
"date": "2024-08-08",
"count": 1
},
{
"date": "2024-08-09",
"count": 2
},
{
"date": "2024-08-13",
"count": 1
},
{
"date": "2024-08-14",
"count": 1
},
{
"date": "2024-08-15",
"count": 2
},
{
"date": "2024-08-16",
"count": 1
},
{
"date": "2024-08-17",
"count": 2
},
{
"date": "2024-08-20",
"count": 2
},
{
"date": "2024-08-21",
"count": 2
},
{
"date": "2024-08-26",
"count": 1
},
{
"date": "2024-08-28",
"count": 2
},
{
"date": "2024-08-29",
"count": 2
},
{
"date": "2024-08-30",
"count": 1
},
{
"date": "2024-08-31",
"count": 5
},
{
"date": "2024-09-01",
"count": 2
},
{
"date": "2024-09-02",
"count": 3
},
{
"date": "2024-09-03",
"count": 2
},
{
"date": "2024-09-04",
"count": 1
},
{
"date": "2024-09-05",
"count": 2
},
{
"date": "2024-09-06",
"count": 1
},
{
"date": "2024-09-07",
"count": 2
},
{
"date": "2024-09-08",
"count": 1
},
{
"date": "2024-09-09",
"count": 1
},
{
"date": "2024-09-10",
"count": 2
},
{
"date": "2024-09-11",
"count": 1
},
{
"date": "2024-09-12",
"count": 2
},
{
"date": "2024-09-13",
"count": 1
},
{
"date": "2024-09-15",
"count": 2
},
{
"date": "2024-09-16",
"count": 2
},
{
"date": "2024-09-17",
"count": 1
},
{
"date": "2024-09-20",
"count": 2
},
{
"date": "2024-09-21",
"count": 2
},
{
"date": "2024-09-22",
"count": 2
},
{
"date": "2024-09-23",
"count": 1
},
{
"date": "2024-09-25",
"count": 6
},
{
"date": "2024-09-28",
"count": 3
},
{
"date": "2024-09-29",
"count": 2
},
{
"date": "2024-09-30",
"count": 2
},
{
"date": "2024-10-01",
"count": 2
},
{
"date": "2024-10-02",
"count": 1
},
{
"date": "2024-10-03",
"count": 1
},
{
"date": "2024-10-04",
"count": 1
},
{
"date": "2024-10-06",
"count": 3
},
{
"date": "2024-10-07",
"count": 3
},
{
"date": "2024-10-08",
"count": 2
},
{
"date": "2024-10-09",
"count": 1
},
{
"date": "2024-10-11",
"count": 1
},
{
"date": "2024-10-13",
"count": 1
},
{
"date": "2024-10-14",
"count": 1
},
{
"date": "2024-10-15",
"count": 3
},
{
"date": "2024-10-16",
"count": 2
},
{
"date": "2024-10-18",
"count": 1
},
{
"date": "2024-10-19",
"count": 3
},
{
"date": "2024-10-20",
"count": 1
},
{
"date": "2024-10-22",
"count": 1
},
{
"date": "2024-10-23",
"count": 2
},
{
"date": "2024-10-24",
"count": 1
},
{
"date": "2024-10-25",
"count": 2
},
{
"date": "2024-10-26",
"count": 1
},
{
"date": "2024-10-28",
"count": 3
},
{
"date": "2024-10-30",
"count": 1
},
{
"date": "2024-11-01",
"count": 2
},
{
"date": "2024-11-02",
"count": 2
},
{
"date": "2024-11-03",
"count": 1
},
{
"date": "2024-11-04",
"count": 4
},
{
"date": "2024-11-06",
"count": 2
},
{
"date": "2024-11-08",
"count": 2
},
{
"date": "2024-11-10",
"count": 1
},
{
"date": "2024-11-11",
"count": 1
},
{
"date": "2024-11-12",
"count": 3
},
{
"date": "2024-11-15",
"count": 2
},
{
"date": "2024-11-16",
"count": 1
},
{
"date": "2024-11-19",
"count": 1
},
{
"date": "2024-11-20",
"count": 2
},
{
"date": "2024-11-21",
"count": 1
},
{
"date": "2024-11-22",
"count": 1
},
{
"date": "2024-11-23",
"count": 1
},
{
"date": "2024-11-27",
"count": 3
},
{
"date": "2024-11-28",
"count": 1
},
{
"date": "2024-11-30",
"count": 1
},
{
"date": "2024-12-01",
"count": 1
},
{
"date": "2024-12-03",
"count": 2
},
{
"date": "2024-12-04",
"count": 1
},
{
"date": "2024-12-05",
"count": 1
},
{
"date": "2024-12-06",
"count": 1
},
{
"date": "2024-12-07",
"count": 1
},
{
"date": "2024-12-08",
"count": 1
},
{
"date": "2024-12-09",
"count": 1
},
{
"date": "2024-12-11",
"count": 2
},
{
"date": "2024-12-15",
"count": 1
},
{
"date": "2024-12-20",
"count": 1
},
{
"date": "2024-12-21",
"count": 1
},
{
"date": "2024-12-22",
"count": 1
},
{
"date": "2024-12-23",
"count": 2
},
{
"date": "2024-12-25",
"count": 2
},
{
"date": "2024-12-26",
"count": 2
},
{
"date": "2024-12-27",
"count": 2
},
{
"date": "2024-12-28",
"count": 1
},
{
"date": "2024-12-29",
"count": 1
},
{
"date": "2025-01-01",
"count": 1
},
{
"date": "2025-01-02",
"count": 4
},
{
"date": "2025-01-03",
"count": 1
},
{
"date": "2025-01-04",
"count": 2
},
{
"date": "2025-01-06",
"count": 1
},
{
"date": "2025-01-07",
"count": 1
},
{
"date": "2025-01-08",
"count": 2
},
{
"date": "2025-01-09",
"count": 1
},
{
"date": "2025-01-10",
"count": 3
},
{
"date": "2025-01-12",
"count": 1
},
{
"date": "2025-01-14",
"count": 1
},
{
"date": "2025-01-15",
"count": 2
},
{
"date": "2025-01-16",
"count": 3
},
{
"date": "2025-01-17",
"count": 4
},
{
"date": "2025-01-21",
"count": 2
},
{
"date": "2025-01-23",
"count": 2
},
{
"date": "2025-01-27",
"count": 2
},
{
"date": "2025-01-30",
"count": 1
},
{
"date": "2025-01-31",
"count": 2
},
{
"date": "2025-02-01",
"count": 3
},
{
"date": "2025-02-02",
"count": 1
},
{
"date": "2025-02-03",
"count": 3
},
{
"date": "2025-02-04",
"count": 1
},
{
"date": "2025-02-05",
"count": 1
},
{
"date": "2025-02-08",
"count": 1
},
{
"date": "2025-02-10",
"count": 1
},
{
"date": "2025-02-11",
"count": 1
},
{
"date": "2025-02-12",
"count": 4
},
{
"date": "2025-02-13",
"count": 6
},
{
"date": "2025-02-15",
"count": 1
},
{
"date": "2025-02-16",
"count": 2
},
{
"date": "2025-02-18",
"count": 1
},
{
"date": "2025-02-19",
"count": 1
},
{
"date": "2025-02-20",
"count": 1
},
{
"date": "2025-02-21",
"count": 1
},
{
"date": "2025-02-22",
"count": 2
},
{
"date": "2025-02-23",
"count": 1
},
{
"date": "2025-02-24",
"count": 1
},
{
"date": "2025-02-25",
"count": 2
},
{
"date": "2025-02-26",
"count": 3
},
{
"date": "2025-02-27",
"count": 1
},
{
"date": "2025-03-03",
"count": 2
},
{
"date": "2025-03-05",
"count": 2
},
{
"date": "2025-03-08",
"count": 1
},
{
"date": "2025-03-11",
"count": 1
},
{
"date": "2025-03-12",
"count": 1
},
{
"date": "2025-03-13",
"count": 1
},
{
"date": "2025-03-14",
"count": 1
},
{
"date": "2025-03-15",
"count": 1
},
{
"date": "2025-03-17",
"count": 2
},
{
"date": "2025-03-18",
"count": 1
},
{
"date": "2025-03-19",
"count": 1
},
{
"date": "2025-03-20",
"count": 1
},
{
"date": "2025-03-22",
"count": 3
},
{
"date": "2025-03-24",
"count": 1
},
{
"date": "2025-03-27",
"count": 1
},
{
"date": "2025-03-28",
"count": 1
},
{
"date": "2025-03-29",
"count": 1
},
{
"date": "2025-03-30",
"count": 3
},
{
"date": "2025-04-03",
"count": 1
},
{
"date": "2025-04-05",
"count": 3
},
{
"date": "2025-04-06",
"count": 1
},
{
"date": "2025-04-07",
"count": 2
},
{
"date": "2025-04-08",
"count": 1
},
{
"date": "2025-04-10",
"count": 1
},
{
"date": "2025-04-18",
"count": 1
},
{
"date": "2025-04-19",
"count": 2
},
{
"date": "2025-04-21",
"count": 1
},
{
"date": "2025-04-22",
"count": 1
},
{
"date": "2025-04-23",
"count": 1
},
{
"date": "2025-04-24",
"count": 1
},
{
"date": "2025-04-27",
"count": 2
},
{
"date": "2025-04-30",
"count": 1
},
{
"date": "2025-05-07",
"count": 1
},
{
"date": "2025-05-08",
"count": 1
},
{
"date": "2025-05-10",
"count": 1
},
{
"date": "2025-05-13",
"count": 1
},
{
"date": "2025-05-14",
"count": 2
},
{
"date": "2025-05-15",
"count": 1
},
{
"date": "2025-05-21",
"count": 2
},
{
"date": "2025-05-22",
"count": 2
},
{
"date": "2025-05-26",
"count": 3
},
{
"date": "2025-05-28",
"count": 1
},
{
"date": "2025-05-30",
"count": 1
},
{
"date": "2025-06-02",
"count": 1
},
{
"date": "2025-06-03",
"count": 1
},
{
"date": "2025-06-04",
"count": 1
},
{
"date": "2025-06-05",
"count": 1
},
{
"date": "2025-06-06",
"count": 1
},
{
"date": "2025-06-12",
"count": 2
},
{
"date": "2025-06-13",
"count": 2
},
{
"date": "2025-06-15",
"count": 1
},
{
"date": "2025-06-18",
"count": 1
},
{
"date": "2025-06-20",
"count": 2
},
{
"date": "2025-06-21",
"count": 1
},
{
"date": "2025-06-22",
"count": 1
},
{
"date": "2025-06-25",
"count": 2
},
{
"date": "2025-06-26",
"count": 2
},
{
"date": "2025-06-27",
"count": 1
},
{
"date": "2025-06-28",
"count": 1
},
{
"date": "2025-06-29",
"count": 2
},
{
"date": "2025-06-30",
"count": 1
},
{
"date": "2025-07-01",
"count": 1
},
{
"date": "2025-07-03",
"count": 1
},
{
"date": "2025-07-07",
"count": 1
},
{
"date": "2025-07-08",
"count": 1
},
{
"date": "2025-07-09",
"count": 1
},
{
"date": "2025-07-12",
"count": 1
},
{
"date": "2025-07-15",
"count": 2
},
{
"date": "2025-07-20",
"count": 1
},
{
"date": "2025-07-22",
"count": 1
},
{
"date": "2025-07-25",
"count": 2
},
{
"date": "2025-07-27",
"count": 1
},
{
"date": "2025-07-28",
"count": 3
},
{
"date": "2025-07-29",
"count": 1
},
{
"date": "2025-08-01",
"count": 2
},
{
"date": "2025-08-03",
"count": 1
},
{
"date": "2025-08-04",
"count": 1
},
{
"date": "2025-08-06",
"count": 2
},
{
"date": "2025-08-07",
"count": 1
},
{
"date": "2025-08-10",
"count": 1
},
{
"date": "2025-08-12",
"count": 1
},
{
"date": "2025-08-13",
"count": 1
},
{
"date": "2025-08-14",
"count": 2
},
{
"date": "2025-08-16",
"count": 2
},
{
"date": "2025-08-17",
"count": 2
},
{
"date": "2025-08-18",
"count": 2
},
{
"date": "2025-08-19",
"count": 2
},
{
"date": "2025-08-21",
"count": 1
},
{
"date": "2025-08-22",
"count": 1
},
{
"date": "2025-08-27",
"count": 1
},
{
"date": "2025-08-28",
"count": 1
},
{
"date": "2025-08-29",
"count": 1
},
{
"date": "2025-08-30",
"count": 5
},
{
"date": "2025-08-31",
"count": 4
},
{
"date": "2025-09-01",
"count": 1
},
{
"date": "2025-09-02",
"count": 1
},
{
"date": "2025-09-03",
"count": 2
},
{
"date": "2025-09-04",
"count": 1
},
{
"date": "2025-09-06",
"count": 1
},
{
"date": "2025-09-07",
"count": 1
},
{
"date": "2025-09-08",
"count": 1
},
{
"date": "2025-09-13",
"count": 1
},
{
"date": "2025-09-15",
"count": 2
},
{
"date": "2025-09-20",
"count": 1
},
{
"date": "2025-09-21",
"count": 1
},
{
"date": "2025-09-24",
"count": 1
},
{
"date": "2025-09-27",
"count": 1
},
{
"date": "2025-09-28",
"count": 1
},
{
"date": "2025-09-29",
"count": 1
},
{
"date": "2025-09-30",
"count": 1
},
{
"date": "2025-10-01",
"count": 1
},
{
"date": "2025-10-02",
"count": 3
},
{
"date": "2025-10-04",
"count": 1
},
{
"date": "2025-10-06",
"count": 2
},
{
"date": "2025-10-09",
"count": 2
},
{
"date": "2025-10-10",
"count": 2
},
{
"date": "2025-10-20",
"count": 1
},
{
"date": "2025-10-24",
"count": 2
},
{
"date": "2025-10-25",
"count": 1
},
{
"date": "2025-10-26",
"count": 2
},
{
"date": "2025-10-29",
"count": 1
},
{
"date": "2025-10-30",
"count": 1
},
{
"date": "2025-10-31",
"count": 1
},
{
"date": "2025-11-01",
"count": 2
},
{
"date": "2025-11-09",
"count": 2
},
{
"date": "2025-11-11",
"count": 2
},
{
"date": "2025-11-12",
"count": 2
},
{
"date": "2025-11-13",
"count": 2
},
{
"date": "2025-11-14",
"count": 2
},
{
"date": "2025-11-17",
"count": 1
},
{
"date": "2025-11-18",
"count": 2
},
{
"date": "2025-11-19",
"count": 2
},
{
"date": "2025-11-20",
"count": 2
},
{
"date": "2025-11-21",
"count": 2
},
{
"date": "2025-11-26",
"count": 1
},
{
"date": "2025-11-27",
"count": 2
},
{
"date": "2025-11-28",
"count": 2
},
{
"date": "2025-11-29",
"count": 1
},
{
"date": "2025-11-30",
"count": 1
},
{
"date": "2025-12-01",
"count": 2
},
{
"date": "2025-12-07",
"count": 1
},
{
"date": "2025-12-13",
"count": 2
},
{
"date": "2025-12-14",
"count": 1
},
{
"date": "2025-12-15",
"count": 1
},
{
"date": "2025-12-16",
"count": 1
},
{
"date": "2025-12-17",
"count": 3
},
{
"date": "2025-12-20",
"count": 1
},
{
"date": "2025-12-22",
"count": 1
},
{
"date": "2025-12-24",
"count": 1
},
{
"date": "2025-12-25",
"count": 1
},
{
"date": "2025-12-27",
"count": 1
},
{
"date": "2025-12-30",
"count": 3
},
{
"date": "2025-12-31",
"count": 1
},
{
"date": "2026-01-03",
"count": 1
},
{
"date": "2026-01-04",
"count": 2
},
{
"date": "2026-01-06",
"count": 2
},
{
"date": "2026-01-08",
"count": 1
},
{
"date": "2026-01-09",
"count": 1
},
{
"date": "2026-01-15",
"count": 1
},
{
"date": "2026-01-17",
"count": 1
},
{
"date": "2026-01-19",
"count": 1
},
{
"date": "2026-01-22",
"count": 2
},
{
"date": "2026-01-23",
"count": 1
},
{
"date": "2026-01-25",
"count": 1
},
{
"date": "2026-01-26",
"count": 1
},
{
"date": "2026-01-27",
"count": 1
},
{
"date": "2026-01-30",
"count": 1
},
{
"date": "2026-02-09",
"count": 1
},
{
"date": "2026-02-10",
"count": 2
},
{
"date": "2026-02-11",
"count": 3
},
{
"date": "2026-02-15",
"count": 2
},
{
"date": "2026-02-16",
"count": 1
},
{
"date": "2026-02-18",
"count": 1
},
{
"date": "2026-02-21",
"count": 1
},
{
"date": "2026-02-25",
"count": 1
},
{
"date": "2026-03-04",
"count": 1
},
{
"date": "2026-03-05",
"count": 2
},
{
"date": "2026-03-07",
"count": 1
},
{
"date": "2026-03-08",
"count": 1
},
{
"date": "2026-03-12",
"count": 3
},
{
"date": "2026-03-15",
"count": 1
},
{
"date": "2026-03-16",
"count": 2
},
{
"date": "2026-03-17",
"count": 2
},
{
"date": "2026-03-20",
"count": 1
},
{
"date": "2026-03-22",
"count": 1
},
{
"date": "2026-03-23",
"count": 1
},
{
"date": "2026-03-30",
"count": 1
},
{
"date": "2026-04-01",
"count": 1
},
{
"date": "2026-04-03",
"count": 1
},
{
"date": "2026-04-04",
"count": 1
},
{
"date": "2026-04-05",
"count": 1
},
{
"date": "2026-04-06",
"count": 1
},
{
"date": "2026-04-10",
"count": 1
},
{
"date": "2026-04-13",
"count": 1
},
{
"date": "2026-04-14",
"count": 1
},
{
"date": "2026-04-15",
"count": 1
},
{
"date": "2026-04-18",
"count": 1
},
{
"date": "2026-04-19",
"count": 2
},
{
"date": "2026-04-22",
"count": 1
},
{
"date": "2026-04-23",
"count": 1
},
{
"date": "2026-04-25",
"count": 2
},
{
"date": "2026-04-28",
"count": 1
},
{
"date": "2026-04-29",
"count": 2
},
{
"date": "2026-05-02",
"count": 1
},
{
"date": "2026-05-03",
"count": 2
},
{
"date": "2026-05-07",
"count": 1
},
{
"date": "2026-05-08",
"count": 1
},
{
"date": "2026-05-11",
"count": 1
},
{
"date": "2026-05-13",
"count": 1
},
{
"date": "2026-05-16",
"count": 2
},
{
"date": "2026-05-17",
"count": 3
},
{
"date": "2026-05-18",
"count": 2
},
{
"date": "2026-05-19",
"count": 1
},
{
"date": "2026-05-20",
"count": 2
},
{
"date": "2026-05-21",
"count": 3
},
{
"date": "2026-05-23",
"count": 1
},
{
"date": "2026-05-24",
"count": 1
},
{
"date": "2026-05-27",
"count": 2
},
{
"date": "2026-05-29",
"count": 3
},
{
"date": "2026-06-01",
"count": 2
},
{
"date": "2026-06-03",
"count": 1
},
{
"date": "2026-06-05",
"count": 2
},
{
"date": "2026-06-08",
"count": 1
},
{
"date": "2026-06-09",
"count": 1
},
{
"date": "2026-06-13",
"count": 1
},
{
"date": "2026-06-14",
"count": 1
},
{
"date": "2026-06-15",
"count": 1
},
{
"date": "2026-06-16",
"count": 3
},
{
"date": "2026-06-19",
"count": 1
},
{
"date": "2026-06-20",
"count": 1
},
{
"date": "2026-06-23",
"count": 1
},
{
"date": "2026-06-24",
"count": 3
},
{
"date": "2026-06-25",
"count": 2
},
{
"date": "2026-06-27",
"count": 2
},
{
"date": "2026-06-30",
"count": 3
},
{
"date": "2026-07-04",
"count": 1
},
{
"date": "2026-07-06",
"count": 1
},
{
"date": "2026-07-09",
"count": 2
},
{
"date": "2026-07-15",
"count": 2
},
{
"date": "2026-07-17",
"count": 1
},
{
"date": "2026-07-21",
"count": 1
},
{
"date": "2026-07-22",
"count": 1
},
{
"date": "2026-07-24",
"count": 1
}
],
"complete": false,
"collected": 1000,
"total_forks": 1473
},
"star_history": null,
"open_issues_and_prs": 270
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": true,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 99516,
"source_files_sampled": 137,
"oversized_source_files": 3,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 43,
"malicious_count": 0,
"assessed_package": "pypi:litgpt@0.5.13",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "huggingface-hub",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.30,<1.4"
},
{
"name": "jsonargparse",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.37,<=4.41"
},
{
"name": "lightning",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.6.1"
},
{
"name": "psutil",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==7.2.2"
},
{
"name": "safetensors",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.4.3"
},
{
"name": "tokenizers",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.21"
},
{
"name": "torch",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.7"
},
{
"name": "tqdm",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">4.66"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "huggingface-hub",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "jsonargparse",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "lightning",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "psutil",
"direct": true,
"version": "7.2.2",
"ecosystem": "pypi"
},
{
"name": "safetensors",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "tokenizers",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "torch",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "bitsandbytes",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "datasets",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "einops",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "lightning-thunder",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "litdata",
"direct": false,
"version": "0.2.59",
"ecosystem": "pypi"
},
{
"name": "litlogger",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "litserve",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "lm-eval",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pyarrow",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-benchmark",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-dependency",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-rerunfailures",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-timeout",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "sentencepiece",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "tensorboard",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "torchmetrics",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "transformers",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "uvloop",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "wheel",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "zstandard",
"direct": false,
"version": null,
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 33,
"direct_count": 8,
"indirect_count": 25
}
},
"maintainership": {
"issues": {
"open_prs": 35,
"merged_prs": 1147,
"open_issues": 235,
"closed_ratio": 0.743,
"closed_issues": 679,
"closed_unmerged_prs": 173
},
"bus_factor": 2,
"bot_contributors": 2,
"top_contributors": [
{
"type": "User",
"login": "carmocca",
"commits": 406,
"avatar_url": "https://avatars.githubusercontent.com/u/11067892?v=4"
},
{
"type": "User",
"login": "rasbt",
"commits": 329,
"avatar_url": "https://avatars.githubusercontent.com/u/5618407?v=4"
},
{
"type": "User",
"login": "awaelchli",
"commits": 160,
"avatar_url": "https://avatars.githubusercontent.com/u/5495193?v=4"
},
{
"type": "User",
"login": "Andrei-Aksionov",
"commits": 83,
"avatar_url": "https://avatars.githubusercontent.com/u/58434077?v=4"
},
{
"type": "User",
"login": "lantiga",
"commits": 60,
"avatar_url": "https://avatars.githubusercontent.com/u/191033?v=4"
},
{
"type": "User",
"login": "Borda",
"commits": 58,
"avatar_url": "https://avatars.githubusercontent.com/u/6035284?v=4"
},
{
"type": "User",
"login": "williamFalcon",
"commits": 56,
"avatar_url": "https://avatars.githubusercontent.com/u/3640001?v=4"
},
{
"type": "User",
"login": "ysjprojects",
"commits": 35,
"avatar_url": "https://avatars.githubusercontent.com/u/85871692?v=4"
},
{
"type": "User",
"login": "t-vi",
"commits": 31,
"avatar_url": "https://avatars.githubusercontent.com/u/20787943?v=4"
},
{
"type": "User",
"login": "bhimrazy",
"commits": 28,
"avatar_url": "https://avatars.githubusercontent.com/u/46085301?v=4"
}
],
"contributors_sampled": 98,
"top_contributor_share": 0.283
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"check-links.yml",
"cpu-tests.yml",
"mkdocs-deploy.yml",
"publish-pkg.yml"
],
"has_docs_dir": false,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": null,
"reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 10,
"reason": "all changesets reviewed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 27 contributing companies or organizations",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "14 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 6,
"reason": "dependency not pinned by hash detected -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": 0,
"reason": "Project has not signed or included provenance with any releases.",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "26857050fe3ff627cd714fe92f5838f51a3d5efa",
"ran_at": "2026-07-24T11:34:58Z",
"aggregate_score": 6.5,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": true
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-20T10:24:13Z",
"oldest_open_prs": [
{
"number": 1350,
"created_at": "2024-04-24T17:12:56Z",
"last_comment_at": "2025-06-24T08:21:11Z",
"last_comment_author": "belerico"
},
{
"number": 1880,
"created_at": "2024-12-21T06:08:15Z",
"last_comment_at": "2024-12-28T17:57:33Z",
"last_comment_author": "Andrei-Aksionov"
},
{
"number": 1903,
"created_at": "2025-01-08T23:19:00Z",
"last_comment_at": "2025-01-14T17:22:50Z",
"last_comment_author": "Andrei-Aksionov"
},
{
"number": 1945,
"created_at": "2025-02-25T08:38:46Z",
"last_comment_at": "2025-06-04T09:53:44Z",
"last_comment_author": "Borda"
},
{
"number": 2073,
"created_at": "2025-06-13T21:39:13Z",
"last_comment_at": "2025-07-09T14:33:22Z",
"last_comment_author": "Borda"
},
{
"number": 2114,
"created_at": "2025-08-28T20:04:42Z",
"last_comment_at": "2025-09-04T12:50:47Z",
"last_comment_author": "Borda"
},
{
"number": 2136,
"created_at": "2025-09-25T18:08:49Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 2141,
"created_at": "2025-10-04T20:51:11Z",
"last_comment_at": "2025-11-11T09:49:00Z",
"last_comment_author": "Borda"
},
{
"number": 2175,
"created_at": "2025-12-29T18:37:15Z",
"last_comment_at": "2026-06-25T22:34:02Z",
"last_comment_author": "ysjprojects"
},
{
"number": 2211,
"created_at": "2026-03-05T00:27:20Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 2212,
"created_at": "2026-03-09T02:47:16Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 2235,
"created_at": "2026-04-14T15:17:46Z",
"last_comment_at": "2026-04-18T17:44:34Z",
"last_comment_author": "nuthalapativarun"
},
{
"number": 2236,
"created_at": "2026-04-14T15:19:11Z",
"last_comment_at": "2026-04-18T17:44:38Z",
"last_comment_author": "nuthalapativarun"
},
{
"number": 2237,
"created_at": "2026-04-14T15:22:03Z",
"last_comment_at": "2026-04-18T17:44:39Z",
"last_comment_author": "nuthalapativarun"
},
{
"number": 2240,
"created_at": "2026-04-18T06:39:09Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 2241,
"created_at": "2026-04-18T06:39:14Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 2242,
"created_at": "2026-04-18T06:39:21Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 2244,
"created_at": "2026-05-01T12:00:56Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 2245,
"created_at": "2026-05-01T12:01:02Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 2246,
"created_at": "2026-05-01T12:01:06Z",
"last_comment_at": null,
"last_comment_author": null
}
],
"last_merged_pr_at": "2026-06-29T15:52:48Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 209,
"created_at": "2023-06-28T01:09:22Z",
"last_comment_at": "2023-08-14T12:42:49Z",
"last_comment_author": "carmocca"
},
{
"number": 223,
"created_at": "2023-07-01T23:44:25Z",
"last_comment_at": "2025-06-23T11:24:25Z",
"last_comment_author": "Borda"
},
{
"number": 224,
"created_at": "2023-07-02T07:40:47Z",
"last_comment_at": "2024-01-19T02:28:16Z",
"last_comment_author": "carmocca"
},
{
"number": 225,
"created_at": "2023-07-03T05:11:12Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 258,
"created_at": "2023-07-13T07:51:23Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 268,
"created_at": "2023-07-16T17:30:10Z",
"last_comment_at": "2023-07-21T14:27:57Z",
"last_comment_author": "carmocca"
},
{
"number": 345,
"created_at": "2023-08-01T15:21:43Z",
"last_comment_at": "2023-11-29T02:12:22Z",
"last_comment_author": "jinulee-v"
},
{
"number": 368,
"created_at": "2023-08-07T10:57:27Z",
"last_comment_at": "2024-02-23T14:47:43Z",
"last_comment_author": "carmocca"
},
{
"number": 405,
"created_at": "2023-08-14T18:12:38Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 423,
"created_at": "2023-08-16T05:11:11Z",
"last_comment_at": "2025-08-08T03:52:39Z",
"last_comment_author": "xiazhuo"
},
{
"number": 424,
"created_at": "2023-08-16T07:18:22Z",
"last_comment_at": "2025-06-23T11:27:18Z",
"last_comment_author": "Borda"
},
{
"number": 439,
"created_at": "2023-08-18T13:57:02Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 449,
"created_at": "2023-08-22T17:52:44Z",
"last_comment_at": "2023-12-20T00:52:47Z",
"last_comment_author": "carmocca"
},
{
"number": 477,
"created_at": "2023-08-29T04:48:17Z",
"last_comment_at": "2023-09-06T13:56:23Z",
"last_comment_author": "rasbt"
},
{
"number": 501,
"created_at": "2023-09-06T13:05:08Z",
"last_comment_at": "2023-10-31T14:33:13Z",
"last_comment_author": "Practicinginhell"
},
{
"number": 555,
"created_at": "2023-09-16T11:22:41Z",
"last_comment_at": "2023-09-16T17:31:19Z",
"last_comment_author": "carmocca"
},
{
"number": 557,
"created_at": "2023-09-16T19:37:50Z",
"last_comment_at": "2025-06-11T13:15:08Z",
"last_comment_author": "Borda"
},
{
"number": 575,
"created_at": "2023-09-21T08:14:55Z",
"last_comment_at": "2024-03-11T15:53:20Z",
"last_comment_author": "Davegdd"
},
{
"number": 591,
"created_at": "2023-09-27T12:00:10Z",
"last_comment_at": "2023-12-06T15:50:52Z",
"last_comment_author": "JOHW85"
},
{
"number": 595,
"created_at": "2023-09-28T13:08:06Z",
"last_comment_at": "2025-03-21T14:19:36Z",
"last_comment_author": "gapsong"
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/Lightning-AI/litgpt",
"host": "github.com",
"name": "litgpt",
"owner": "Lightning-AI"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"security": 72,
"vitality": 85,
"community": 91,
"governance": 80,
"engineering": 82
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 85,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 86,
"inputs": {
"commits_last_year": 86,
"human_commit_share": 0.81,
"days_since_last_push": 4,
"active_weeks_last_year": 32
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 4 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 4
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "32/52 weeks with commits",
"points": 22.2,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 32
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "86 commits in the last year",
"points": 17.4,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 86
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "14 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "good",
"name": "Release discipline",
"note": null,
"notes": [],
"value": 83,
"inputs": {
"releases_count": 29,
"latest_release_tag": "v0.5.13",
"releases_from_tags": false,
"days_since_latest_release": 24,
"mean_days_between_releases": 61.5
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "29 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 29
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 24 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 24
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~61.5 days",
"points": 19.8,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 61.5
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 24,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 24 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 24
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "excellent",
"name": "Community & Adoption",
"value": 91,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "excellent",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 96,
"inputs": {
"forks": 1473,
"stars": 13496,
"watchers": 118,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "13,496 stars",
"points": 60,
"status": "met",
"details": [
{
"code": "stars",
"params": {
"count": 13496
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "1,473 forks",
"points": 25,
"status": "met",
"details": [
{
"code": "forks",
"params": {
"count": 1473
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "118 watchers",
"points": 11.5,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 118
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "good",
"name": "Sustainability & Governance",
"value": 80,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "moderate",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"bus_factor": 2,
"contributors_sampled": 98,
"top_contributor_share": 0.283
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "2 contributor(s) cover half of all commits",
"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 2
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 28% of commits",
"points": 16.1,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 28
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "98 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 98
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 27 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 83,
"inputs": {
"merged_prs": 1147,
"open_issues": 235,
"closed_issues": 679,
"issue_closed_ratio": 0.743,
"closed_unmerged_prs": 173
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "74% of issues closed",
"points": 34.7,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 74
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "1147/1320 decided PRs merged",
"points": 33.2,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 1147,
"decided": 1320
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "all changesets reviewed",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"followers": 6839,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "Lightning-AI",
"public_repos": 29,
"account_age_days": 2427
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "6,839 followers of Lightning-AI",
"points": 25,
"status": "met",
"details": [
{
"code": "owner_followers",
"params": {
"count": 6839,
"login": "Lightning-AI"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "29 public repos, account ~6 yr old",
"points": 22.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 29
}
},
{
"code": "account_age_years",
"params": {
"years": 6
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"litgpt"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 21
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 21 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 21
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "34 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 34
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 82,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"topics": [
"ai",
"artificial-intelligence",
"deep-learning",
"large-language-models",
"llm",
"llm-inference",
"llms"
],
"has_wiki": false,
"homepage": "https://lightning.ai",
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://lightning.ai",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "7 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 7
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "good",
"name": "Security",
"value": 72,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 65,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 6.5
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 27 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "14 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 6",
"points": 3,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:litgpt@0.5.13 runtime dependency closure — what installing the published package pulls in — 43 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:litgpt@0.5.13",
"assessed": 43
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 43,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 43,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 13
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 52,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.988,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "80 of 81 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 80,
"sampled": 81
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": true,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0.04,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0.15
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "devcontainer, Dockerfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "devcontainer, Dockerfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "4 of the last 100 commits agent-authored or agent-credited",
"points": 8,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 4,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "15 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 15,
"sampled": 100
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 99516,
"source_files_sampled": 137,
"oversized_source_files": 3
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "3/137 source files over 60KB",
"points": 53.8,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 137,
"oversized": 3
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-24T11:35:32.066059Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/Lightning-AI/litgpt.svg",
"full_name": "Lightning-AI/litgpt",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.