| --- |
| pretty_name: CodeLeWM Run Artifacts |
| license: other |
| tags: |
| - code |
| - python |
| - world-model |
| - evaluation |
| - research-artifact |
| --- |
| |
| # CodeLeWM Run Artifacts |
|
|
| This dataset repository is the public artifact registry for CodeLeWM training, |
| evaluation, demo, and publication runs. It is organized as manifest-backed run |
| trees rather than as a conventional train/test dataset. |
|
|
| ## What Is Hosted Here |
|
|
| | Artifact family | Example path | Role | |
| | --- | --- | --- | |
| | v0.2 and earlier code-edit runs | `runs/codelewm-action-use-retrieval-20260520-7895d18/**` | negative action-use and retrieval evidence | |
| | v0.7/v0.8 execution runs | `codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/**` | execution-transition diagnostics | |
| | v0.9 execution runs | `codelewm-v0-9-short-execution-20260606-69f798a-seed-{42,1729}/**` | final execution-training and reranking artifacts | |
| | Visual/demo bundles | `visual-observability/**` and related run paths | UI and harness diagnostics | |
|
|
| Artifacts include manifests, configs, reports, checkpoint metadata, benchmark |
| outputs, and selected checkpoint files. The primary current dataset is |
| `abdelstark/codelewm-execution-pack`; historical code-edit shards are in |
| `abdelstark/codelewm-public-shard`. |
|
|
| ## Dataset And Model Context |
|
|
| - Current execution dataset: `abdelstark/codelewm-execution-pack@v0.9.0-rc1`, |
| 2,188 tokenized `(code, input, output)` records with deterministic sandbox |
| provenance. |
| - Historical code-edit dataset: `abdelstark/codelewm-public-shard`, used by |
| the scaled/action-use experiments. |
| - Historical transition-model checkpoints: |
| `abdelstark/codelewm-transition-model`. |
| - v0.9 execution checkpoints and run reports are stored directly in this |
| repository under their run ids. |
|
|
| ## Claim Boundary |
|
|
| CodeLeWM is claim-gated. These artifacts support reproducibility, inspection, |
| and diagnostic comparisons. They do not support a broad claim that CodeLeWM |
| generally improves coding. The final public evidence supports negative |
| action-use conclusions plus a narrow HumanEval WS-D reranking slice; the |
| aggregate downstream claim remains closed. |
|
|
| ## Verification |
|
|
| Download a v0.9 run tree and verify it locally: |
|
|
| ```bash |
| hf download abdelstark/codelewm-runs \ |
| --repo-type dataset \ |
| --include 'codelewm-v0-9-short-execution-20260606-69f798a-seed-42/**' \ |
| --local-dir .artifacts/hf-download/codelewm-runs |
| |
| uv run codelewm manifest verify \ |
| --manifest .artifacts/hf-download/codelewm-runs/codelewm-v0-9-short-execution-20260606-69f798a-seed-42/manifest.json \ |
| --parent-manifest .artifacts/v0_9/hf-pack-download/artifact_manifest.json \ |
| --json |
| |
| uv run codelewm secret-scan \ |
| .artifacts/hf-download/codelewm-runs/codelewm-v0-9-short-execution-20260606-69f798a-seed-42 \ |
| --json |
| ``` |
|
|
| Expected result: manifest verification returns `ok=true` and the secret scan |
| returns `ok=true` with zero findings. The parent-manifest path should point to |
| a local download of `abdelstark/codelewm-execution-pack@v0.9.0-rc1`. |
|
|
| ## Related Repositories |
|
|
| - Code repository: `https://github.com/AbdelStark/CodeLeWM` |
| - Current execution dataset: `https://huggingface.co/datasets/abdelstark/codelewm-execution-pack` |
| - Historical code-edit shard: `https://huggingface.co/datasets/abdelstark/codelewm-public-shard` |
| - Historical transition-model checkpoints: `https://huggingface.co/abdelstark/codelewm-transition-model` |
|
|
|
|
