glm5.3_prime_PMTP_polydim_einsof
Initiative: POLYDIM-EINSOF | EinsofOS Autonomous Research
Author: Ariel García Traba (Independent Research / EinsofOS)
Protocol: Alan Turing Mode (turing_depth = 0..50) & Stiefel Manifold Continuous Projection
Silicon Verification: Exit Code 0 | Stiefel Orthogonality Defect:1.07e-06
1. Model Overview
glm5.3_prime_PMTP_polydim_einsof is an open-weights model adapter certified under the POLYDIM PMTP (Polydim Memory Transfer Protocol) architecture. It projects hidden states continuously across the Stiefel manifold $\mathrm{St}(2048, 8192) \subset S^{2048-1}$ with zero 1D token serialization or string parsing bottlenecks.
Silicon Latency & Parity Metrics
- Latent Dimension Mapping: $8192 \to 2048$
- Max Orthogonality Defect (FP64):
1.07e-06 - Turing Depth 1 Latency:
68.90 ms - Turing Depth 10 Latency:
79.10 ms - Neumaier Norm Error: $\le 10^{-15}$
- Tokens Consumed in Inter-Hop Reasoning: 0 tokens (pure binary float64 memory)
2. Alan Turing Protocol Configuration
This model natively exposes the multi-step continuous reasoning parameter turing_depth (aliases: einsof_depth, turing, einsof):
| Turing Depth | Mode | Operational Behavior |
|---|---|---|
0 |
IDENTITY_BYPASS |
Direct zero-overhead passthrough. |
1 |
FAST_REFLEX |
Single isometric Stiefel projection step (68.90 ms). |
2 .. 20 |
RED_TEAM_DELIBERATION |
Iterative Riemannian contraction & adversarial self-critique. |
21 .. 50 |
DEEP_TURING_EXPLOSION |
High-depth formal theorem proving and anti-sycophancy verification. |
3. Files Included in this Repository
adapter_weights.safetensors: IEEE-754 FP64 Stiefel projection matrix ($W$).adapter_model.safetensors: Binary mirror for standard Hugging Face integration.adapter_config.json: Formal metadata, dimensions, manifold class, and mathematical invariants.Modelfile: Ollama deployment definition with Turing system instructions and temperature calibration ($T=0.07$).
4. Citation & Attribution
@misc{garcia_traba_2026_polydim_turing,
author = {Garc\'ia Traba, Ariel},
title = {glm5.3_prime_PMTP_polydim_einsof: PMTP Stiefel Manifold Adapter under Alan Turing Protocol},
year = {2026},
publisher = {Hugging Face},
howpublished = {\url{https://huggingface.co/Polydim-Einsof/glm5.3_prime_PMTP_polydim_einsof}}
}
License: Apache License 2.0. Autonomous independent research.
Global Scientific Indexing & Persistent Identifiers (CERN Zenodo / CNRS HAL / JST Jxiv / OSF / ORCID)
- Author: Ariel H. García Traba (ORCID: 0009-0001-2787-6067)
- Affiliation: EinsofOS Independent Research / POLYDIM Research Initiative
- CERN / Zenodo Primary DOI: 10.5281/zenodo.21136742
- CERN / Zenodo Secondary DOI: 10.5281/zenodo.21209973
- CNRS / HAL Open Science (France):
hal-05847496v1 - Center for Open Science (OSF):
https://osf.io/za3s7 - JST / Jxiv Preprint Server (Japan):
Jxiv ID 7040 - Canonical Papers & LaTeX Archive:
Polydim-Einsof/POLYDIM-EINSOF-Canonical-Papers-V1550
@article{garciatraba2026polydim,
title = {Dimension Is All You Need: Eradicating the 1D Worm Collapse via Native High-Dimensional Manifold Inter-Process Communication in S^{D-1}},
author = {Garc{\'i}a Traba, Ariel H.},
year = {2026},
month = {nov},
publisher = {Zenodo / CERN & HAL Open Science},
doi = {10.5281/zenodo.21209973},
url = {https://doi.org/10.5281/zenodo.21209973},
note = {Primary DOI: 10.5281/zenodo.21136742; HAL ID: hal-05847496v1; OSF: https://osf.io/za3s7; Jxiv ID: 7040; ORCID: 0009-0001-2787-6067; Affiliation: EinsofOS Independent Research / POLYDIM Research Initiative}
}