ui-ux-ir-autoencoder is an open-weight model from Publicus. Its published files total 11.1 MB.
Held-out exact IR reconstruction: 0/2. Native structural validity: 2/2. These two authored paraphrase examples share semantic targets with training; they are not independent real-world benchmark tasks.
Parameters—
Context—
Weights11.1 MB
License—
AccessOpen weights
Monthly Downloads—
Model Card
Held-out exact IR reconstruction: 0/2. Native structural validity: 2/2. These two authored paraphrase examples share semantic targets with training; they are not independent real-world benchmark tasks. The model generates plausible but semantically incorrect candidates and must not authorize actions. This is an opt-in development artifact. It is not the default symbolic compiler, not a verified formalizer, and not a security repair policy. All qualification, admission and proof-authority flags remain false. No LLM/provider fallback runs. Input embeddings use thenlper/gte-small at commit 17e1f347d17fe144873b1201da91788898c639cd (384 dimensions). The embedding encoder weights are not…
Excerpt from the card by Publicus.
Identity and Version
- Repository
- Publicus/ui-ux-ir-autoencoder
- Publisher
- Publicus
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- 625a1f968fdfcdfc75fc38e1d7eecd16b07a2cf5
- First published
- 2026-10-01
- Last updated
- 2026-10-04
Files and Weights
68 files, 11.1 MB in total.
Configuration56 files · 9.6 MB
Documentation7 files · 21.0 KB
Other4 files · 1.5 MB
Repository1 file · 1.5 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| releases/20261001-structured-native-v3-experimental/checkpoint.json | Configuration | 383.2 KB | — |
| releases/20261001-structured-native-v3-experimental/manifest.json | Configuration | 1.3 KB | — |
| releases/20261001-structured-native-v3-experimental/provenance.json | Configuration | 3.4 KB | — |
| releases/20261001-structured-native-v3-experimental/replay-inputs.json | Configuration | 32.9 KB | — |
| releases/20261001-structured-native-v3-experimental/validation.json | Configuration | 648 B | — |
| releases/20261002-384-development-v1/authored-corpus.json | Configuration | 142.0 KB | — |
| releases/20261002-384-development-v1/checkpoint.json | Configuration | 589.0 KB | — |
| releases/20261002-384-development-v1/manifest.json | Configuration | 8.1 KB | — |
| releases/20261004-retained-checkpoints-v1/context/660143d008ff0466ce053a8c006536bd67b0004f337311fcba1e74965a7e1678/authored-corpus.json | Configuration | 142.0 KB | — |
| releases/20261004-retained-checkpoints-v1/context/8faf96d5f3deb284cc2a0e8065c6c9c5a9e9983e097b9f205d4b93c1431f0f2e/manifest.json | Configuration | 8.1 KB | — |
| releases/20261004-retained-checkpoints-v1/context/9a22b37193dc50e8b59d958677e7c29b5bcb9fabbcf203c69db68f0c6efb4259/validation.json | Configuration | 648 B | — |
| releases/20261004-retained-checkpoints-v1/context/e7a810f97d24ccb54f394d8629bc18530f626be6dd2c49c1c919aaacb4b6b606/provenance.json | Configuration | 3.4 KB | — |
| releases/20261004-retained-checkpoints-v1/context/ea3d9ea74e9e44e36f95ce88cd4753c2d5010b79ced12615f9781adbf8d71800/manifest.json | Configuration | 1.3 KB | — |
| releases/20261004-retained-checkpoints-v1/context/f34f0cb26aaf3bbfccd9a2413e6cbef260e18d4333d3c7a895f1015b15d83e04/replay-inputs.json | Configuration | 32.9 KB | — |
| releases/20261004-retained-checkpoints-v1/lane-manifest.json | Configuration | 37.6 KB | — |
| releases/20261004-retained-checkpoints-v1/source/0b1eae24b00157ae74a2700f23ca95c7f9957dc755078caaf179e64070fdeffd/ipfs_datasets_py/optimizers/logic_theorem_optimizer/legal_ir_grammar_decoder.py | Configuration | 146.9 KB | — |
| releases/20261004-retained-checkpoints-v1/source/3f9ca9ce7b4cf2a2d10d6aeb1fae78543c468133d2fa0df9fcb32f63f89e90f7/ipfs_datasets_py/logic/formalization/autoencoder/structured_source_384.py | Configuration | 27.3 KB | — |
| releases/20261004-retained-checkpoints-v1/source/587165942fb06ea9effc836b555e0ac0606c5876b013a374a1e76d25ee069e4d/ipfs_datasets_py/logic/autoformal/tree_pin.py | Configuration | 1.9 KB | — |
| releases/20261004-retained-checkpoints-v1/source/66c5ee320f9c7aacd3b246d0666c7fc3ee928e4679892e1e90c838e1b291dbc6/ipfs_datasets_py/optimizers/logic_theorem_optimizer/domain_384_autoencoder.py | Configuration | 34.7 KB | — |
| releases/20261004-retained-checkpoints-v1/source/6c40ac99d7e339651b6029764f94b12430ca515d4c5f7426770b013499efe92b/ipfs_datasets_py/logic/intent_ir/formalize/rich_grammar.py | Configuration | 11.5 KB | — |
| releases/20261004-retained-checkpoints-v1/source/7bab5781c07e00b54b0283d3a2962926f75935caedc80eceb23264cb388be257/ipfs_datasets_py/logic/intent_ir/decoder.py | Configuration | 24.2 KB | — |
| releases/20261004-retained-checkpoints-v1/source/8a7b0cc90151043514d263b1a2655d6d41a2835dacd6b56018ba5c0c89961855/ipfs_datasets_py/logic/ui_ux_ir/schema.py | Configuration | 120.7 KB | — |
| releases/20261004-retained-checkpoints-v1/source/8de8096e895de9df08ccf5352dfd704806823296821d98b5badf08bb553a52e4/ipfs_datasets_py/logic/formalization/autoencoder/source_training_v2.py | Configuration | 31.9 KB | — |
| releases/20261004-retained-checkpoints-v1/source/93d38e4724c5f34aab7f39f050742e98ef0c8d80e2ff70459d2401541505fc56/ipfs_datasets_py/logic/intent_ir/schema.py | Configuration | 27.2 KB | — |
| releases/20261004-retained-checkpoints-v1/source/abc3aea9c2f4d1ce513ee2c9fc4c304d8bd387ded18e0d646247417422225d39/ipfs_datasets_py/logic/security_ir/model.py | Configuration | 37.2 KB | — |
| releases/20261004-retained-checkpoints-v1/source/d66ecfaa2c967cda40a1cf4b82936a34039e38ccdb3044468697a4f90af2844b/ipfs_datasets_py/logic/legal_ir/canonical_contracts.py | Configuration | 109.3 KB | — |
| releases/20261004-retained-checkpoints-v1/source/d7be6bff3a1f1464d4783567b90942258ef718bc1c2b7e02938698ed4e619e57/ipfs_datasets_py/logic/ui_ux_ir/decoder.py | Configuration | 8.0 KB | — |
| releases/20261004-retained-checkpoints-v1/source/ec5bdcd752d157c9fc0257a45551cfe9ce7be172af767e8ed769bf1bc8a31d36/ipfs_datasets_py/optimizers/logic_theorem_optimizer/modal_latent_formula.py | Configuration | 35.4 KB | — |
| releases/20261004-retained-checkpoints-v1/source/f051f42d64c5f993451972924953cc7eaa6d17df097235ddabfd5d791d406f91/ipfs_datasets_py/logic/software_verification/program.py | Configuration | 58.1 KB | — |
| releases/20261004-retained-checkpoints-v1/source/f90769a3d99131da5ba48bb84c6f830f521c92d98122bdaaa8dd88fc65042290/ipfs_datasets_py/optimizers/logic_theorem_optimizer/legal_formula_codec.py | Configuration | 14.6 KB | — |
| releases/retained-checkpoints/413f2ec38958665a3e48bdcfaccb780ea17ca449cb5f4516b6908c47e297c4b3/asset-manifest.json | Configuration | 20.7 KB | — |
| releases/retained-checkpoints/413f2ec38958665a3e48bdcfaccb780ea17ca449cb5f4516b6908c47e297c4b3/checkpoint.json | Configuration | 383.2 KB | — |
| releases/retained-checkpoints/413f2ec38958665a3e48bdcfaccb780ea17ca449cb5f4516b6908c47e297c4b3/original-package/checkpoint.json | Configuration | 383.2 KB | — |
| releases/retained-checkpoints/413f2ec38958665a3e48bdcfaccb780ea17ca449cb5f4516b6908c47e297c4b3/original-package/manifest.json | Configuration | 1.3 KB | — |
| releases/retained-checkpoints/413f2ec38958665a3e48bdcfaccb780ea17ca449cb5f4516b6908c47e297c4b3/original-package/provenance.json | Configuration | 3.4 KB | — |
| releases/retained-checkpoints/413f2ec38958665a3e48bdcfaccb780ea17ca449cb5f4516b6908c47e297c4b3/original-package/replay-inputs.json | Configuration | 32.9 KB | — |
| releases/retained-checkpoints/413f2ec38958665a3e48bdcfaccb780ea17ca449cb5f4516b6908c47e297c4b3/original-package/validation.json | Configuration | 648 B | — |
| releases/retained-checkpoints/f87299d9c9e91e00f1639aa8486b0a5ea66bb2a6db83266c6e23425fe6175d8a/asset-manifest.json | Configuration | 13.5 KB | — |
| releases/retained-checkpoints/f87299d9c9e91e00f1639aa8486b0a5ea66bb2a6db83266c6e23425fe6175d8a/checkpoint.json | Configuration | 589.0 KB | — |
| releases/retained-checkpoints/f87299d9c9e91e00f1639aa8486b0a5ea66bb2a6db83266c6e23425fe6175d8a/original-package/authored-corpus.json | Configuration | 142.0 KB | — |
| releases/retained-checkpoints/f87299d9c9e91e00f1639aa8486b0a5ea66bb2a6db83266c6e23425fe6175d8a/original-package/checkpoint.json | Configuration | 589.0 KB | — |
| releases/retained-checkpoints/f87299d9c9e91e00f1639aa8486b0a5ea66bb2a6db83266c6e23425fe6175d8a/original-package/manifest.json | Configuration | 8.1 KB | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/checkpoints/5c8404aa3f933e4edc9a6181d12d9ddee606e4b25a54b616980de51b66274dbb/manifest.json | Configuration | 1.0 KB | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/checkpoints/5c8404aa3f933e4edc9a6181d12d9ddee606e4b25a54b616980de51b66274dbb/payload.json | Configuration | 130.3 KB | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/evidence/4b489de453cda01638a1abdf76baf2325016f6515b4ea9a10ff38ee4d84903ad/manifest.json | Configuration | 1.4 KB | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/evidence/4b489de453cda01638a1abdf76baf2325016f6515b4ea9a10ff38ee4d84903ad/projection-and-fit-report.json | Configuration | 546.6 KB | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/evidence/4b489de453cda01638a1abdf76baf2325016f6515b4ea9a10ff38ee4d84903ad/receipt.json | Configuration | 5.5 KB | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/inputs/771008c88949a362fe704a3c11c6488f1112c3981156ccfaba86a6cb0ddc6e56/manifest.json | Configuration | 819 B | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/inputs/771008c88949a362fe704a3c11c6488f1112c3981156ccfaba86a6cb0ddc6e56/payload.json | Configuration | 3.2 MB | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/projection-checks/618dbcccbb2d5b6279d78e40e7d511b361a79dab65f03c1804ce59dcdb66c142/manifest.json | Configuration | 6.1 KB | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/projection-checks/6a855257f27a1663ac8c850f07eb82171325abdda73f832f741fa4cb9064b803/manifest.json | Configuration | 5.3 KB | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/projection-checks/ce809e87af9eb484852563f650b7ac5dd4c3b0dd8650be758344c5e3983a0032/manifest.json | Configuration | 9.9 KB | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/updates/6ca6e0c406469a0ed6ed7c799b858ea61dbc7ff9ab7b9baa4cf00f3ae6184780/manifest.json | Configuration | 817 B | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/updates/6ca6e0c406469a0ed6ed7c799b858ea61dbc7ff9ab7b9baa4cf00f3ae6184780/payload.json | Configuration | 764.2 KB | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/updates/d3e22b1d932514b36e36443210da40b5e88f1b7a0c9de822529f69a16514d0b1/manifest.json | Configuration | 817 B | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/updates/d3e22b1d932514b36e36443210da40b5e88f1b7a0c9de822529f69a16514d0b1/payload.json | Configuration | 667.9 KB | — |
| README.md | Documentation | 4.2 KB | — |
| releases/20261001-structured-native-v3-experimental/README.md | Documentation | 2.9 KB | — |
| releases/20261002-384-development-v1/README.md | Documentation | 3.4 KB | — |
| releases/20261004-retained-checkpoints-v1/MODEL_CARD.md | Documentation | 1.3 KB | — |
| releases/20261004-retained-checkpoints-v1/context/943fa5f078fe898c3e292cfab046c8b1064ec0e0894b31c3559b319bdb5b52ea/MODEL_CARD.md | Documentation | 3.4 KB | — |
| releases/20261004-retained-checkpoints-v1/context/c1fdfd71e218e462a1e643ba416a15fa39a3a0a6c904f5849d709b72d2e297cd/README.md | Documentation | 2.9 KB | — |
| releases/retained-checkpoints/413f2ec38958665a3e48bdcfaccb780ea17ca449cb5f4516b6908c47e297c4b3/original-package/README.md | Documentation | 2.9 KB | — |
| releases/20261004-retained-checkpoints-v1/SOURCE-LICENSE-AGPL-3.0.txt | Other | 34.5 KB | — |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/projection-checks/618dbcccbb2d5b6279d78e40e7d511b361a79dab65f03c1804ce59dcdb66c142/evidence.tar.gz | Other | 101.2 KB | dd053a39fadf |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/projection-checks/6a855257f27a1663ac8c850f07eb82171325abdda73f832f741fa4cb9064b803/evidence.tar.gz | Other | 96.0 KB | f459e995ef2c |
| training/structured384/20c621da5b717eb7fb8174df991efb593bcd846e0d68a3edd62f3151ae041157/projection-checks/ce809e87af9eb484852563f650b7ac5dd4c3b0dd8650be758344c5e3983a0032/evidence.tar.gz | Other | 1.3 MB | 21278458f91f |
| .gitattributes | Repository | 1.5 KB | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
Download from Publicus
Released by Publicus through its official repository on Hugging Face.