benchmarks list | blocked_documents list | candidates_scanned int64 | kind string | normalization string | prefilter string |
|---|---|---|---|---|---|
[
{
"config": null,
"dataset": "openai/openai_humaneval",
"items_scanned": 164,
"match_rule": "any",
"name": "humaneval",
"overlaps": [],
"revision": "7dce6050a7d6d172f3cc5c32aa97f52fa1a2e544",
"split": "test"
},
{
"config": "all",
"dataset": "cais/mmlu",
"items_scanned... | [
"878b5912ade800aa15524736eb1685a44480fe3c71666d107eefcbc2026fe1a3",
"c54d7758f87a47059e9ecfba62104b5ccc04d86bd44d794c1e71e38f26e7eafa"
] | 9,612 | capability overlap scan | NFKC, casefold, whitespace-collapsed exact containment | inverted index over interior probe words of each item fragment, a necessary condition for containment, verified by exact containment |
gemma-4-26B-A4B-it quantization analysis
Mean KL divergence against on-disk size
Scored under the distribution-fidelity laws, version 15. Read LAWS.md first: these numbers are comparable only within this artifact's token suite, geometry, and runtime identity, and not against any number produced elsewhere.
Each candidate directory holds its one-pager (report.md), its raw report, its compliance receipt, and its Law 14 attribution where one was produced. reference/ carries the reusable teacher tensors and head, so a third party can score a new candidate without loading the reference checkpoint. checksums.txt covers every file here.
Candidates by paired routed-model fidelity
| Candidate | Scheme | On disk | QxQ KLD | BxQ KLD | QxQ - BxQ | Natural route flips | Exact repeat |
|---|---|---|---|---|---|---|---|
| RedHatAI/gemma-4-26B-A4B-it-FP8-dynamic | fp8_per_channel | 26.68 GiB | 0.69415039 | 0.49783177 | +0.19631862 | 50.6828% | certified |
| cyankiwi/gemma-4-26B-A4B-it-AWQ-4bit | int4_g32_sym | 16.01 GiB | 1.02626820 | 0.84088786 | +0.18538034 | 62.7369% | certified |
| unsloth/gemma-4-26B-A4B-it-NVFP4 | nvfp4 | 15.75 GiB | 1.13846019 | 0.95586495 | +0.18259525 | 65.3084% | certified |
| dhruvil237/gemma-4-26B-A4B-it-W4A16 | int4_g64_sym | 14.58 GiB | 1.15926068 | 1.01252351 | +0.14673717 | 66.7300% | certified |
| Intel/gemma-4-26B-A4B-it-int4-AutoRound | int4_g128_sym | 14.31 GiB | 1.17816288 | 0.90308200 | +0.27508088 | 93.0727% | certified |
| lcu0312/gemma-4-26B-A4B-it-AWQ-4bit | int4_g32_sym | 16.01 GiB | 1.23587221 | 1.08009636 | +0.15577585 | 66.1806% | certified |
| RedHatAI/gemma-4-26B-A4B-it-NVFP4 | nvfp4 | 15.30 GiB | 1.77968754 | 1.54324011 | +0.23644744 | 74.7339% | certified |
| Neural-ICE/Gemma-4-26B-A4B-it-NVFP4 | nvfp4 | 15.29 GiB | 1.82281421 | 1.58512109 | +0.23769312 | 74.4778% | certified |
| bg-digitalservices/Gemma-4-26B-A4B-it-NVFP4 | nvfp4 | 15.29 GiB | 1.82307292 | 1.59361302 | +0.22945990 | 74.5241% | certified |
QxQ fidelity against size
BxQ fidelity against size
The numbers behind the charts are in kld-vs-size.json, because a picture is not evidence.
Explicitly excluded checkpoints
These pinned revisions were deliberately not scored. They are listed so a known-bad checkpoint is never silently retried or mistaken for an omitted result.
cklaus/gemma-4-26B-A4B-it-NVFP4@54218eb0fd33da17632f0d91be841d09a7724a6c— Scored on vLLM fdc0b57e while every other candidate scored on c798225a, so its report binds a reference capture the family no longer publishes (Law 12) and it ranks in a comparability group of one. Withdrawn rather than rescored: no measurement of this checkpoint is in question, only the provenance it carries.
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