Health check: Nanthasit/sakthai-context-1.5b-tools (2026-07-31)

.eval_results/health-context-1.5b-tools-2026-07-31.yaml

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+# Health Check Report — Nanthasit/sakthai-context-1.5b-tools
+# Generated: 2026-07-31T05:05Z
+# Assessor: SakThai (cron rotating health check)
+
+asset:
+  id: Nanthasit/sakthai-context-1.5b-tools
+  type: model
+  url: https://huggingface.co/Nanthasit/sakthai-context-1.5b-tools
+  downloads: 349
+  likes: 0
+  pipeline_tag: text-generation
+  library_name: peft
+  private: false
+  created: 2026-07-05T15:35:03Z
+  last_modified: 2026-07-31T04:47:55Z
+  download_velocity: ~13.4/day (349 dl / 26 days)
+  used_storage_bytes: 66515078
+
+checks:
+  readme_valid: true
+  frontmatter_valid: true
+  frontmatter_fields: [license, language, library_name, pipeline_tag, tags, base_model, datasets, inference, model-index]
+  files_all_downloadable: true
+  weights_present: true
+  adapter_size_bytes: 8746152
+  eval_results_present: true
+  eval_files:
+    - .eval_results/sakthai-bench-v2.yaml
+    - .eval_results/cron-eval-sakthai-context-1.5b-tools-2026-07-31-1.yaml
+  cross_links_total: 30
+  cross_links_resolved: 30
+  cross_links_broken: 0
+  badges_total: 5
+  badges_ok: 5
+  collection_membership: true
+  card_metadata_matches_frontmatter: true
+  model_family_count_stated: 19 public models
+  model_family_count_live: 19 public + 1 private = 20 total (matches)
+
+issues:
+  - info: "Collection (sakthai-model-family) lists Nanthasit/sakthai-coder-browser twice — once as model (pos 34) and once as dataset (pos 37). Both repos exist live (naming collision, not an inflation bug); 36 items / 35 unique IDs. Recommend renaming one repo (e.g. dataset -> sakthai-coder-browser-data) for clarity."
+  - info: "Collection description says '20 models' but only 19 model items are present — the private model Nanthasit/sakthai-embedding cannot be added to a public collection. Cosmetic; description counts the family, items count the public collection."
+  - info: "Model has 0 likes; v2 successor (sakthai-context-1.5b-tools-v2) is newer and linked at top of card."
+
+score: 95
+
+notes:
+  - "README is one of the best-maintained cards in the family: valid YAML frontmatter, full metadata, honest single-trial eval disclosure, provenance note for train.py v4->v7 fix, live downloads table."
+  - "Cron health snapshot already embedded in README (added 2026-07-31 by concurrent cron): rank #7 of 19 by downloads."
+  - "LoRA adapter — serverless inference N/A (documented caveat in README, correct)."
+  - "New dataset Nanthasit/sakthai-openenv-training detected live (public, apache-2.0, n<1K, lastModified 2026-07-31T04:47Z) — present in collection but MISSING from tracker known_assets.datasets; added this run."