sft-cleanup-hf-only
sft-cleanup-hf-only is a Fine-tuning & training data skill for AI agents, published by open-thoughts in the OpenThoughts-Agent repository on GitHub. Skillspace rates sft-cleanup-hf-only D (59/100) and it passed the safety scan; the rating is based on static analysis only.
Clean up a completed NON-AGENTIC / HF-only SFT model — HF upload WITHOUT Supabase DB registration. The counterpart to sft-job-cleanup (which uploads AND registers). Use when a completed SFT cell belongs to an HF-only series (config `enable_db_registration: false`, or a known HF-only series like the Delphi #6279 54-grid): upload the weights to laion/ and STOP — do NOT run manual_db_push (DB-registering scaling-laws / sweep checkpoints pollutes the model registry; the artifacts are consumed by an eval grid, not the registry). Covers cell→hub_model_id resolution (incl. the Delphi launch_54_map.tsv), the Leonardo sbatch-tunnel upload, and the downstream eval hand-off. Use on discovering a completed Delphi/HF-only SFT cell during a sweep; for DB-registered models use sft-job-cleanup instead.
- Grade
- D
- Quality
- 59 / 100
- Safety
- Passed
- GitHub stars
- 259
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 84 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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