xai-org/grok-1
46.9
Weak · 26 September 2026
2k
lines of production code
Python
primary language
4
measurements over time
What this system is
Features
Initial release of Grok-1 open-weights model and example code
The repository now includes the initial implementation of the Grok-1 model, featuring a 314B parameter Mixture of Experts (MoE) architecture with 64 layers, 48 query heads, and 8 key/value heads. The release provides JAX-based example code for loading and running the model, supporting activation sharding, 8-bit quantization, and a maximum sequence length of 8,192 tokens. The model weights are licensed under Apache 2.0, and the repository includes a \.gitignore\ file to exclude checkpoint directories and a \CODE\_OF\_CONDUCT.md\ file.
(repo-wide) · high confidence
Dependencies
Initial project configuration and dependencies
Added pyproject.toml to configure Ruff linting rules and requirements.txt to specify Python dependencies including dm\_haiku, jax\[cuda12-pip\], numpy, and sentencepiece.
(dependencies) · medium confidence
Written by watchdog.canine.dev from the codebase's own history, inside the signed delivery this page is composed from.
How this codebase got here
This is the PUBLIC form of this artifact. Findings are listed in full, but the details of SECURITY findings — which rule fired, in which file, on which line, and how to fix it — are deliberately withheld, and any secret-scanner results are excluded entirely. Where detail is absent here it was REMOVED FOR PUBLICATION; it is not missing from the analysis. The complete artifact is available from the repository owner.
Score
- CAI 44 → 47 (+2.5)
- Rubric changed (rubric-2026.08.15 → rubric-2026.09.15) — scores are not directly comparable.
Lenses
- Code Health 99 → 97 (-1.7)
- Architecture 94 → 100 (+5.9)
- Maturity 43 → 37 (-5.7)
- Readiness 17 → 24 (+7.2)
- Security 95 → 97 (+1.7)
Resolved (9)
- Dimension evaluation failed
- Duplicated block (10 lines × 2) (model.py)
- Duplicated block (8 lines × 2) (model.py)
- Medium: security finding (details withheld)
- Medium: security finding (details withheld)
- No exposed public API
- early-stage repository — too few commits for a meaningful bus factor
- early-stage repository — too little history to judge knowledge freshness
- git history depth insufficient
New (10)
- Duplicated block (6 lines × 2) (model.py)
- FileTooLong: ./model.py (model.py)
- High CVE: [GHSA redacted] (requirements.txt)
- InferenceRunner.run (cognitive 19) (runners.py)
- Medium: security finding (details withheld)
- Medium: security finding (details withheld)
- MultiHeadAttention.call (cognitive 23) (model.py)
- Outdated: dm-haiku
- Outdated: numpy
- Outdated: sentencepiece
Written by watchdog.canine.dev from the codebase's own history, inside the signed delivery this page is composed from.
Survey your own repository
xai-org/grok-1 was measured the same way every project in this corpus was: the same rubric, at a pinned commit, with the result published in full. Point a surveyor at a repository you know and see whether you agree with it.
About this page
- The score is its most recent published measurement, taken on 26 September 2026 at a pinned commit. It is not a live figure and does not change until the project is measured again.
- Measured at commit 7050ed204b8206bb8645c7b7bbef7252f79561b0 — the exact code this score is about.
- Scored under rubric-2026.09.15 — the same rubric and the same method as every other entry in this index.
- Measured by watchdog.canine.dev using codehealth-analyzer preprod-09659c52afae.
