qwen2.5_coder_1.5b_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: 1.67e-15

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1. Model Overview

qwen2.5_coder_1.5b_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 $\mathrm{St}(1536, 1536) \subset S^{1536-1}$ with zero 1D token serialization or string parsing bottlenecks.

Silicon Latency & Parity Metrics

• Latent Dimension Mapping: $1536 \to 1536$
• Max Orthogonality Defect (FP64): 1.67e-15
• Turing Depth 1 Latency: 8.09 ms
• Turing Depth 10 Latency: 22.59 ms
• Neumaier Norm Error: $\le 10^{-15}$
• Tokens Consumed in Inter-Hop Reasoning: 0 tokens (pure binary float64 memory)

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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 (8.09 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.

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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 ($T=0.07$).

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4. Citation & Attribution

@misc{garcia_traba_2026_polydim_turing,
  author = {Garc\'ia Traba, Ariel},
  title = {qwen2.5_coder_1.5b_PMTP_polydim_einsof: PMTP Stiefel Manifold Adapter under Alan Turing Protocol},
  year = {2026},
  publisher = {Hugging Face},
  howpublished = {\url{https://huggingface.co/Polydim-Einsof/qwen2.5_coder_1.5b_PMTP_polydim_einsof}}
}

License: Apache License 2.0. Autonomous independent research.

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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}
}