{
 "name": "bend-models/models",
 "version": "g30-imatrix-1",
 "date": "2026-10-14",
 "lane": "gap-chase/G30 (from G17 SHIP-DECISION)",
 "license": "apache-2.0 (from GGUF general.license; same as upstream bases)",
 "note": "Additive tree. The live phone app still fetches kev-4b-q4km/ (unchanged); nothing here is wired into any app.",
 "evidence": {
  "decision": "/home/omen/lab/fabric/runs/gap-chase/G17/SHIP-DECISION.md",
  "kld_kev": "/home/omen/lab/fabric/runs/gap-chase/G2/receipts/kev4b-rep/RECEIPT.md + /home/omen/lab/fabric/runs/gap-chase/G2/receipts/kev4b/RECEIPT.md",
  "kld_27b": "/home/omen/lab/fabric/runs/gap-chase/G17/receipts/27b/raw",
  "battery": "/home/omen/lab/fabric/runs/gap-chase/G17/receipts/battery/",
  "reverify": "/home/omen/lab/fabric/runs/gap-chase/G30/receipts/"
 },
 "files": [
  {
   "id": "kev-4b-q4km-imat",
   "repo_path": "models/kev-4b-q4km-imat/Kev-4B-Q4_K_M-imat.gguf",
   "sha256": "0535181cf3164a7271a7d3d1752a9ceab673c32bb316a081133ec238c186b51c",
   "bytes": 2709547712,
   "quant": "Q4_K_M + imatrix (kev4b-calib)",
   "base": "Kev-4B BF16 (sha c690ee43…) incl. shipped cls.output head",
   "replaces": "kev-4b-q4km/Kev-4B-Q4_K_M.gguf (plain, sha 93c66545…) — same tensor types/shapes, +288 B metadata",
   "kld_vs_bf16": 0.02894,
   "kld_shipped": 0.04573,
   "top1": 89.81,
   "battery": "38/40 labels vs BF16 (flips only on BF16-margin ≤0.104 items); goldens 8/8 (rot3 = lucky flip on a borderline golden)",
   "native_gate": "types identical to shipped Q4_K_M → engine compat unchanged; G17 native smoke queued on GPU locks, not yet receipted",
   "status": "ship (llama.cpp path); app NOT repointed",
   "url": "https://huggingface.co/jethrovic/bend-models/resolve/main/models/kev-4b-q4km-imat/Kev-4B-Q4_K_M-imat.gguf"
  },
  {
   "id": "kev-4b-iq4xs-imat",
   "repo_path": "models/kev-4b-iq4xs-imat/Kev-4B-IQ4_XS-imat.gguf",
   "sha256": "8a45e54a03a689368413de3bb6d33c1129ea416dfa7a8aade64c2f8c2c3b47dc",
   "bytes": 2514987712,
   "quant": "IQ4_XS + imatrix (kev4b-calib)",
   "base": "Kev-4B BF16 (sha c690ee43…) incl. shipped cls.output head",
   "replaces": "— (new small tier, −185 MiB vs Q4_K_M)",
   "kld_vs_bf16": 0.03593,
   "kld_shipped": 0.04573,
   "top1": 89.22,
   "battery": "40/40 labels vs BF16 (best 4-bit row); goldens 7/8 = same as BF16",
   "native_gate": "PENDING — llb native greedy gate (G17 sessionkev) queued on GPU locks; must pass before any native-engine/phone use",
   "status": "published for llama.cpp; native path BLOCKED until gate receipt",
   "url": "https://huggingface.co/jethrovic/bend-models/resolve/main/models/kev-4b-iq4xs-imat/Kev-4B-IQ4_XS-imat.gguf"
  },
  {
   "id": "qwen38-27b-q4ks-imat-openjev-wide",
   "repo_path": "models/qwen38-27b-q4ks-imat-openjev-wide/Qwen3.8-27B-Q4_K_S-imat-openjev-wide.gguf",
   "sha256": "c1e505b2e4266d964cc75e8a801e1c54dfec1bd4205c6ea7072d15c9b907fc0f",
   "bytes": 15586316480,
   "quant": "Q4_K_S + imatrix (qwen38-27b-calib) + openjev-wide metadata",
   "base": "Qwen3.8-27B BF16",
   "replaces": "board Qwen3.8-27B-Q4_K_S-openjev-wide (plain, sha 47a0bf5b…) — same type mix",
   "kld_vs_q6k": 0.02126,
   "kld_shipped_vs_q6k": 0.03652,
   "top1": 93.3,
   "battery": "40/40 labels vs shipped 27B (capfix llama-server); goldens 6/8 = shipped (Kev goldens, consistency only)",
   "native_gate": "n/a — board 27B is served by llama-server (capfix), not llb",
   "status": "ship (board, llama-server); promotion into the board store is an owner action",
   "url": "https://huggingface.co/jethrovic/bend-models/resolve/main/models/qwen38-27b-q4ks-imat-openjev-wide/Qwen3.8-27B-Q4_K_S-imat-openjev-wide.gguf"
  },
  {
   "id": "imatrix-kev4b-calib",
   "repo_path": "models/imatrix/kev4b-calib.imatrix.gguf",
   "sha256": "fe439522f2acc99fd040960f045f9582ccb89fe055d570ca883c61600a2f4737",
   "bytes": 3626496,
   "quant": "imatrix",
   "base": "Kev-4B, G2 calib.txt (lab prose, no TDB)",
   "status": "provenance",
   "url": "https://huggingface.co/jethrovic/bend-models/resolve/main/models/imatrix/kev4b-calib.imatrix.gguf"
  },
  {
   "id": "imatrix-qwen38-27b-calib",
   "repo_path": "models/imatrix/qwen38-27b-calib.imatrix.gguf",
   "sha256": "bd707218d6275dbcb342b23846776b306e535f431cb76f316349fa451138488c",
   "bytes": 13642656,
   "quant": "imatrix",
   "base": "Qwen3.8-27B Q4_K_S, G2 calib.txt 202×512",
   "status": "provenance",
   "url": "https://huggingface.co/jethrovic/bend-models/resolve/main/models/imatrix/qwen38-27b-calib.imatrix.gguf"
  }
 ]
}