feat(indexing): sync CITATION.cff, codemeta.json & DOIs (10.5281/zenodo.21209973, hal-05847496v1)
029e248 verified | license: apache-2.0 | |
| tags: | |
| - pmtp | |
| - polydim | |
| - stiefel-manifold | |
| - turing-protocol | |
| - zero-worm | |
| - latent-reasoning | |
| - fp64-precision | |
| base_model: Qwen/Qwen2.5-Coder-0.5B | |
| pipeline_tag: feature-extraction | |
| # qwen2.5_coder_0.5b_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: `1.55e-15` | |
| --- | |
| ## 1. Model Overview | |
| `qwen2.5_coder_0.5b_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 $\mathrm{St}(1024, 896) \subset S^{1024-1}$ with zero 1D token serialization or string parsing bottlenecks. | |
| ### Silicon Latency & Parity Metrics | |
| * **Latent Dimension Mapping:** $896 \to 1024$ | |
| * **Max Orthogonality Defect (FP64):** `1.55e-15` | |
| * **Turing Depth 1 Latency:** `6.36 ms` | |
| * **Turing Depth 10 Latency:** `9.70 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 (6.36 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 | |
| ```bibtex | |
| @misc{garcia_traba_2026_polydim_turing, | |
| author = {Garc\'ia Traba, Ariel}, | |
| title = {qwen2.5_coder_0.5b_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_0.5b_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](https://orcid.org/0009-0001-2787-6067)) | |
| - **Affiliation:** EinsofOS Independent Research / POLYDIM Research Initiative | |
| - **CERN / Zenodo Primary DOI:** [10.5281/zenodo.21136742](https://doi.org/10.5281/zenodo.21136742) | |
| - **CERN / Zenodo Secondary DOI:** [10.5281/zenodo.21209973](https://doi.org/10.5281/zenodo.21209973) | |
| - **CNRS / HAL Open Science (France):** [`hal-05847496v1`](https://hal.science/hal-05847496v1) | |
| - **Center for Open Science (OSF):** [`https://osf.io/za3s7`](https://osf.io/za3s7) | |
| - **JST / Jxiv Preprint Server (Japan):** `Jxiv ID 7040` | |
| - **Canonical Papers & LaTeX Archive:** [`Polydim-Einsof/POLYDIM-EINSOF-Canonical-Papers-V1550`](https://huggingface.co/datasets/Polydim-Einsof/POLYDIM-EINSOF-Canonical-Papers-V1550) | |
| ```bibtex | |
| @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} | |
| } | |
| ``` | |