Independent catalog audit · 12 November 2026

What has actually been tested?

Two upstream architectures have completed the current AGILLM simulator training: #458 DLGM and #879 Fusion. The other 103 still need that comparison. Earlier CPU screening and zero-step operator checks are separate evidence.

2 / 105Upstream IDs with AGILLM training
103Remaining upstream IDs
32Plugin/control variants, not architectures

No new winner or training result is claimed here. This is a coverage correction and an explicit continuation plan. The complete per-ID ledger separates prepared ports, trained ports and historical CPU screens.

Why earlier updates said 22

The 8–9 November progress reports really did say 22 of 105, for the older small CPU Wiki/FineWeb campaign. That campaign later reached all 105 source records with 146 runs. Those AR-only byte-model results do not replace the current binary AGILLM AR/SAT/NAT experiment. Exact membership of the older 22 cannot be recovered from the later 25-entry pilot ledger.

The current records contain 89 eligible fixed-budget runs across 32 plugin/control variants, but only two mapped upstream source IDs. The 105 original-module GPU checks used zero training steps and are not quality benchmarks.

103 or 105?

The pinned export contains 105 unique IDs and program hashes. A separate 103-total source list has not been found. Here, 103 remaining = 105 canonical records minus #458 and #879. Every ID is accounted for below; no arbitrary records were excluded.

Current per-ID campaign ledger and run evidence · Source-specific continuation plan · Pinned upstream export

All 105 source records

Snapshot: 2026-11-12T04:53:37.029233+00:00. “Trained” means an adapted small AGILLM port, not the original full-size model. Every row also has historical AR-only CPU screening.

105 records shown

SourceCurrent AGILLM statusOriginal program SHA256
#151 AdaptiveMixTransformerNot yet trained
ee3208a7e4db…ee3208a7e4db32832b18c3bc2104316db1f43015b57f90b709ad5f677c4d4c70
#259 BAMG_MemoryGatePrepared; not trained
08e3b4bb618c…08e3b4bb618c64be48db8cb402ab3dc46cbc1a204741710f25afb6fedc3b699e
#295 DynamicMemGateNetNot yet trained
dcadb6973fe5…dcadb6973fe58db89d70effe1c0148e26a9c1f5182e1355cd1914a8129d08245
#322 AdaptiveTokenGateNot yet trained
5bea139d6e96…5bea139d6e96579a9bdf0f76f19391c45e50e520a7b2380ddb8c86f45f3b9453
#330 AdaptiveFractalGateNetNot yet trained
5892c566d4c8…5892c566d4c8a20b1899cfd16db573fe411acd30f7b7c0db98d93b32cf31cb5d
#380 DualScaleGateNetNot yet trained
ac1bd8484d80…ac1bd8484d8007ed65db71de778d5be2f0871c9c53efd9f7ed2fdf5a9999947a
#410 HybridScale-GateNetNot yet trained
5983491fb298…5983491fb298ff661ccdb1c64d2d7bc978890884a92ba6aca11139fa78852f25
#437 FusionConv-AMGNot yet trained
da307a09b49d…da307a09b49d35c30637a27a2d22f4435a2b1bfcab7607fef34be8afd4aa74a7
#441 DualFIR-QuadFusionNot yet trained
bef7cb97b683…bef7cb97b6833b74281446dbdec0bc3ccfd6565acfb9de61e2a7a6923d02365a
#458 DualScaleMemoryRouterTrained adapted port
76412d2f7aff…76412d2f7aff30f99ce7089e0f57f8ef26add7f2d9f965adf8650a00538bd1f5
#486 DepthwiseConvPointMixerNot yet trained
6d7f4a8a297a…6d7f4a8a297a0131567dc1d6aac04b7c43bca80584bb0f12e7477643ebd80ddd
#511 FusionGateMemoryNetNot yet trained
b2e21ef4e7c6…b2e21ef4e7c62ebb3ea655cb0957f2a89d3759000ea4ca268176202bef2c1e40
#515 FusionGate-MS3Not yet trained
c99cd7cac8d3…c99cd7cac8d3552283675ed13e6cda623786c0fc7fbcfe788c4cf72cb617f832
#518 TriScale-GatedFusionNot yet trained
6f588e4282cf…6f588e4282cf72bf47befd95ddd21727e042f6868c1a0ae4343347571f077b7b
#519 SparseGateDeltaNot yet trained
c353803f2ab6…c353803f2ab6ca5a8c767d1522785f359c5f894618e4a2a9ba86a64dd9bdd92a
#537 FusionGateNet_v3Not yet trained
d8ce9221a182…d8ce9221a182be08dc86f1b48ad9d3a62d92bddca276e0d079e497e31eda784a
#556 PathAwareMemoryRouterNot yet trained
65eae8f2ca90…65eae8f2ca90ff4ad30f002e8ff061da3aaaa8ee578c6e4ae3c4ea748bdc6573
#559 OutputAwareMultiScaleRouterNot yet trained
c3b0ba6d8dc0…c3b0ba6d8dc01d1119ff3a9523bde6b8d53330f5f04ea7508ae763174ecfff19
#562 SparseTempGateNetNot yet trained
9037a14645ed…9037a14645ede30ea7f9f9d5b8a1ee10523cd5eccf033b60657b8f0a6d9764ee
#565 FusionGate-XNot yet trained
b649fc8e348d…b649fc8e348d600f25dc1d28e51ad8ccdded8ffb20be291e02bfb071492309eb
#629 ConvFusionWide31Not yet trained
38b568fbc9f5…38b568fbc9f52b479b9cc9d2c2313682c93808593421070ad8638c82064ab6d8
#641 HeadWiseGateNetNot yet trained
c970077bad63…c970077bad63f5829568cbcbe1019f91013416b2f10d634e363e421bc4077691
#645 AdaptiveHierGateNetNot yet trained
a4f6820d3042…a4f6820d304293f7880590a95597b3406c11aad003c34e77bc2d146195a05352
#657 QuotaGatedStatNetNot yet trained
7444d5b8ce5a…7444d5b8ce5aa1d64609105f555db8961c1e9f54cdc7c6aa088b989bb1b2c75f
#665 HyperRouteFusionNot yet trained
0d0a99322e56…0d0a99322e56e347c72b0a4f2fd16efe033f78efe49f93f98d338046678ba262
#675 FusionGate-MS3E-HybridNot yet trained
748409c3c30d…748409c3c30d5705f4bb8355814ce48b4a70812fe9f9873f595d96c8129ec75a
#676 StatGateRouterNot yet trained
99e617af33ee…99e617af33ee81d813ef0c26e1562fe19ee3c7cf382b4085dfc21e001183df5a
#700 FusionGate-XRNot yet trained
9478e7f544ab…9478e7f544ab042799bf23c32cf458059129b9d992c385a5594ce9cb4c3e2144
#702 BlockStateFusionNetNot yet trained
631c0694bd58…631c0694bd588a5427d40e5ad9da1fd2dd5f282f71ac8d8b1124cac20058b99e
#703 ContentSharpRouterNot yet trained
65fad929731e…65fad929731e9eaac7a67a42088249de95c66edb3391071e55e144f5e1b22017
#709 HierGate-MEMNot yet trained
ef224861172a…ef224861172acb1272a822bac2ceef713f2a2c13c0de2af4d798055fbf4df311
#712 AdaptiveGateNet-AFPNot yet trained
62d59f5bf7f1…62d59f5bf7f19ba502343f2c1aeba41311659f981660cd0feb37a58940451b7e
#714 ResGate_MS_FusionNetNot yet trained
7fd95751c2c7…7fd95751c2c727ef5ee232556dc9f95bf30317d5b3141011a7af2856673ee7e9
#720 HybridSparseGateMemoryNetNot yet trained
711e07f46db8…711e07f46db86c1fc8058041c69adfcca79299492337ee07c86ba095c8c6516a
#750 AdaptiveSpanGateConvNot yet trained
58ca4270916f…58ca4270916f4e4505df4704218c09a01a7e9ee7c2a9462ce368e5cd43f6b275
#804 PerHeadSimplexRouterNot yet trained
0351c824749a…0351c824749a39ec9f76f16c4eaa7540038c4ce5f81179f1c7687b851827a584
#814 GateDivergeTransformerNot yet trained
d2f18b906008…d2f18b9060087d151bdd407f4bb339d41c943ec0319b23668929c05778c4a8e9
#828 FusionGate AdaptiveNetNot yet trained
978892861788…978892861788996b13c5ef7072bfe15e41485e1bc25217cfca667a3df07ac59d
#830 LocalGlobalBlendNetNot yet trained
22f641d51ee2…22f641d51ee2c83e070a5c4a4d1206a76223b283e53a3295ebd25728d612e608
#843 DualStagePathGateNetNot yet trained
8beebf88634c…8beebf88634cf51fb6b0e3b35f342c5b75cc64341f2f8f40103708576c12ac84
#865 DynFuseFlexGateNot yet trained
c4a395c2285f…c4a395c2285f3245545a95fc50c1a76be75f19316882e4e80f0441eede1c5e4f
#879 FusionGatedFIRNetTrained adapted port
771d5c670fee…771d5c670feeb0c70df9d9817ec01b3f72c85fefd4483fff5b10c4e1978a5f80
#887 EntropyFlowGateNetNot yet trained
5bcba408a97d…5bcba408a97dd3481d46a726511ff748f800bdddfca29401b5e318be1fb68937
#890 FusionGATE-HMSRNot yet trained
b4f6dc85edf2…b4f6dc85edf28f82fe0624e81aaf95ae527d06366e64e272419e1b11eff52605
#902 EntropyEnhancedMultiScaleGateNetNot yet trained
e161833544d1…e161833544d18c36987b4541978160da6604e3897cfc8e08226a74d1cabe484a
#908 AdaptiveFusionNetNot yet trained
00c192fe4a64…00c192fe4a64811033bd0934fdbbcccc374b1c48066ad96b5963126591f653be
#922 ParallelFusionTransformerNot yet trained
fd8824211f93…fd8824211f93a162d47cb68bd88bb9a146c4a8cf0b90b8e204b59b5e27ce01dd
#927 AdaptiveFusionRNetNot yet trained
cdbc51b0175e…cdbc51b0175ed3b73390fd335c621ab6f38e7211f27baa28de862a5ae9252700
#933 FusionGateXNot yet trained
f19b9e402e3d…f19b9e402e3d91fcbdc2f5ebdb556c04b26602a3e62a32f602a15d1afe154eca
#939 EntropyKLAdaptiveGateNetNot yet trained
a2dbfcb4f2f4…a2dbfcb4f2f4eaf018161c1279fcc56b3a44ed6f017c37445ef9348246630636
#947 GroupTempMLPNot yet trained
336a6ad01332…336a6ad0133210c4fdcf6f7f95bf311a4fa236befdbf2af3142a997d076dd602
#948 AdaptiveFloorGateNot yet trained
9b9249aa5842…9b9249aa584228c828aff4c0edb0de4999878d74e5625b3298a4a2f7b8cebdac
#954 AdaptiveGateNetNot yet trained
944982086a0c…944982086a0c1a70ff992dc377bfecdf235b640eaa49d2d4c91580b00de69837
#957 FusionBalanceTransformerNot yet trained
ee330e9e2190…ee330e9e2190c7aefa356d6780c820bc16494c7eb5eeb8911759fd843adfed01
#965 GateFlooredResNetNot yet trained
3fc13e8a45e7…3fc13e8a45e7fc4138ccf3f211c1651ad7e0bdf271f3610741b478fb14141320
#974 AdaptiveFusionNetNot yet trained
bcdeb59778d3…bcdeb59778d369db113d1e1fa185da32f10762050f02014de9fd1dc701a3f0fe
#988 LexiFuse-PerceptNot yet trained
a0ea996022cb…a0ea996022cbb1987334b0c598d52862143f655cddf8c51cb12d9a21433303c5
#1017 FusionLogicNetNot yet trained
a4e6619d848c…a4e6619d848c3a044b91afbc6a99564326ca51a6c9e5399ad3a12ac8fac66c69
#1031 FusionGate-XNot yet trained
d3211189e71f…d3211189e71f914c4005378f653e7bf0559435b94df41b7bec21bcf7ffdee5d1
#1041 ResConvGateNot yet trained
48c552937a51…48c552937a51ad86b59300481795ba2bd6a9d766f4b58c7c9d50f65cbd460158
#1045 AdaptiveHybridGateNetNot yet trained
3d83473fd95a…3d83473fd95a7acbf6766ae99b54ef8c6d39b085957b5ab33b7408c18be8134d
#1051 ResiFuse-CausalGaterNot yet trained
f57fbefd781a…f57fbefd781a1040f1762ce42df83d776facf1bdf74e45a43a48575a6623f64f
#1081 EntropyFusionNormXNot yet trained
95769712260f…95769712260f1da987c5139b257410dfcb1df9d4e81d0f2515480585d3505e72
#1132 DualScaleStatFusionNetNot yet trained
d1688bccaa32…d1688bccaa32d7e60de5bd870a53365ead51c95c953b8d28b4e714bfa844a9ac
#1155 TriScaleFusionNetNot yet trained
5894f5c19d25…5894f5c19d258dff4976ead226be58cabe8f2ff163dc30bd81028c64c965c527
#1167 GatedFusionTransformerNot yet trained
a7110317b35b…a7110317b35bd0813715f948882c258d8febdb08c2433841be8d7609235cd631
#1175 AnnealedPathFusionNetNot yet trained
8502465628e5…8502465628e52acb9aff5ff92278195ffa63cd89360c8bfb36a6fc482d8bc3b7
#1195 BoundedTempAnnealNetNot yet trained
c389bf967371…c389bf967371a9762bb2dd9bd1193ec27d6a439016e31c84ad23fb372c009ff7
#1221 FusionGateXNot yet trained
4914648a6662…4914648a666289b4bf2fdafa1084a4065df68d3bfa4f64afb117b8ec8ce4f08a
#1235 MinFloorRouterNot yet trained
5dd7fd063d5f…5dd7fd063d5f37e7fc22e4639ac82c559d31613747d9df13d4d99d5bfde2f2e1
#1252 AdaptivePathRouterNot yet trained
0cf729c24611…0cf729c24611666aafc732b0a27829afc41d4c8cbb178c034aa57a4f7180d1d7
#1283 HybridFusionFloorNot yet trained
5b3238b839b0…5b3238b839b074b4983f0983c0031fed479bcf43e444b8d9b698111bbdfdb109
#1298 AdaptiveEntropyRouterNetNot yet trained
bd894f9e443b…bd894f9e443bf26fd0089bbb3e5038a4fbd5187612065b36b2534ccfcf4b49a5
#1311 HybridFlowNetNot yet trained
8ed3f3858b70…8ed3f3858b70f781601dc71c23a4645312404c1ff6f5dab0728d8a6ae02b48fc
#1338 ConvexBlendFloorNetNot yet trained
722bb5685a42…722bb5685a42fa76be7a0735009c8eff85fd1b23ab07eba44c37ef5957fe7b89
#1349 FusionFeedback-MixNormNetNot yet trained
f123e8718439…f123e8718439a62fb38a38e919f7487cd719eddb10b5c00a37c925664c01fcea
#1350 HybridCausalRouterNot yet trained
fd539786a131…fd539786a1316df385a14ceb96b99431b61ae3f83828d6293f3369a25491b1e5
#1354 FusionGate-MSNot yet trained
9acc1dd8c77c…9acc1dd8c77ca4e2b336721434ceb7eb4afe323cf08fb8018dba604f216a98fd
#1360 AdaptiveFloorNet-HAFNot yet trained
4e74bdb28884…4e74bdb288844d204b41f13c6ade1d4ac94e49b17428a9ea366ea5486c7f5b5e
#1370 AdaptiveTokenRouterNot yet trained
15a316f442c3…15a316f442c3365477da3bde4381a4fa9e69ebac0b595fe5821b73122acfd99d
#1393 SynerFuse-LGXNot yet trained
d96ab556464e…d96ab556464ea98c7944e34b72a4d33421e069713d6c1e4d54477547df0ab573
#1396 FusionGate-CAGTNot yet trained
870af837f43f…870af837f43fd2032ffda8bdbbb104600bb8b196024b7e2826b3c719501f52cc
#1408 AdaptiveEntropyGateNetNot yet trained
c586702e1fe6…c586702e1fe6190abd9933baffdb68b5801946148aaaadb8da57f963a5ec7eb7
#1434 HierarchiMix-GateNot yet trained
376c42e93d75…376c42e93d7596a3473b20232f2b3f666b3a36a51d98600b2722fe388e535797
#1442 DynMemGateNot yet trained
8e613f93c3eb…8e613f93c3eb9bff150f34b418f1180433733263959a97be1c68ce6a92bb60c9
#1444 FusionGate-XLNot yet trained
dd5268d7c13a…dd5268d7c13a01e9878c8ef28a79573fcb49ecbbb39a14ea7e3689f1e635470b
#1448 PathGatedFusionNetNot yet trained
2c40b7b09f16…2c40b7b09f16b75ae1dc90d24461c8c05637ad5f6df0743d9083befe53742d3d
#1454 TokenPruneRouterNot yet trained
5639a72f1be3…5639a72f1be3bd8df342ac4fb9b234215bc6efe90fc7cff91f7944a10ad7ca2a
#1475 TempMixAnnealRouterNot yet trained
c7a242b1cb18…c7a242b1cb183067e65d59dd5127c207cd17b75fa23784d31b4b96a649d67d9e
#1490 AdaptiveContextFusionNetNot yet trained
0da7cd59cb73…0da7cd59cb7366dc72e77e7cb1c0ec8163a8017ddfab040687c253d5910640ea
#1507 TokenScaleRouterNot yet trained
e710fcbad020…e710fcbad020ca414268cfd63c5ddac21e34ad938c4e59fe09e03c60201d5b44
#1529 HyenaMAFRNot yet trained
dd0e62ef7008…dd0e62ef7008baa37a32c60db66aa5b3d2d8dc007b2d01ebcaf294104b79388a
#1543 FusionGateBRNot yet trained
9dbd01c41cec…9dbd01c41cec03ff0434928316b1efcbb1934159b4ff22db365d90b68522669d
#1567 StreamAwareRouterNot yet trained
952e06f72f6f…952e06f72f6f5bf7b13abc6e859355beebff1ab5ed647b6cbbc447bdf4ae5767
#1584 AdaptiveFusionNetNot yet trained
cc5a6301a7b2…cc5a6301a7b2ddbe109105214b7cdd1644fd644c6cda631d538cd0983a2a8cf6
#1595 GateFusionNetNot yet trained
a5b080a24136…a5b080a241365b3bd9dba9084ed9558d82c698f5ae872e51bb3990cc77159a4d
#1621 HybridGateTransformerNot yet trained
723df3537e6b…723df3537e6b1491852db1fe966c65b839860ed714e90ff75216a662e927ff78
#1693 AdaptiveMixGateNetNot yet trained
d460870af142…d460870af142c43c82028dfe55d8f7ed7174a6366b6d1de2ccd2f1abbd9bc461
#1730 AdaptiveEntropyRouterNot yet trained
a4b7710b084f…a4b7710b084fb99a5d0a74c482de2cb5424ad938428f22689e4d6d7f01e718a1
#1733 FusionGate-XLNot yet trained
b2fcd4ab98f0…b2fcd4ab98f0b744662dbfef654b374e82319d5186f25297377a5102f0ef0b7e
#1735 HybridGateFlowNot yet trained
648b335c651d…648b335c651d5449928c1c1147471333d15a4223f1b5013d1a69b927dd57a32e
#1763 AdaptiveGatedRouter-HybridNot yet trained
8431a58e9cd6…8431a58e9cd6437833a02cebfcb79e42f77d07aa0d6023a9ba230f5910984595
#1771 AdaptiveGateRouter_XNot yet trained
e70adafd02da…e70adafd02da750f717122d631e963d3070c4d2b118a4854fbadba757fa16f42
#1786 AdaptiveFusionNet-DSINot yet trained
72cfc0626100…72cfc06261003c2707fc59f0867fff3ce2f675353d4705beb847cb6822ccef33
#1792 FusionGate-HierarchicalRouterNot yet trained
a0f4faeaf821…a0f4faeaf821f64915ee841cb6ed416f2b8f45a1f771a7a7038f965f486be969

Reproduction repairs

What the independent check found

The original within-machine results remain intact. This is a portability finding, not a new quality winner.

Full checkpoint verification results · Data hash verification

Next tests: all remaining sources

Preparation update, 05:42 UTC: #259 BAMG_MemoryGate, #641 HeadWiseGateNet and #712 AdaptiveGateNet-AFP now have published CPU correctness bundles. None has a qualifying AGILLM training run. #259 remains first in line for a safe pilot; preparation continues across the remaining source IDs. A shared harness will support bounded batches across all remaining IDs, with fidelity, causality, masking, finite-gradient and memory gates. Failures and unsupported cases will stay visible.

Plan: 1,200 updates and 2,457,600 token targets per seed, fixed AR/SAT/NAT objective and a three-seed pilot per eligible source. Freeze source/config/data hashes and shared initialization before each new cohort. Historical runs remain separate. A decisive claim needs a fixed confirmation cohort and adjusted paired comparisons.

No new GPU run was started for this coverage update. Existing queued experiments and live serving are preserved. The next run needs fail-closed admission and verified capacity. Tiny correctness checks do not count as training, and current ports have no validated cached decoding.

#259 is a cheap prepared hypothesis, not the paper favorite. #641 has stronger paper ranking, but neither has current AGILLM quality results. Reused evaluation arrays will not be called a fresh holdout. Full-scale quality, memory and serving claims remain unverified.

Complete coverage reconciliation, reproducible inputs and continuation protocol

Tested #259, #641 and #712 ports, source references and correctness reports. #641 native-random and practical-Dirac initialization variants are kept separate. #712 passed 41 CPU checks with zero optimizer updates. Correctness preparation adds zero trained architectures.

Code and checkpoints

Versioned code, results and all six checkpoints on GitHub

Full report, reproduction commands and next-round protocol · Repair pull request

Hugging Face: complete gallery package with all six checkpoints. The key source and report files and every checkpoint were downloaded from this commit and SHA-256 checked against the published package.