Release gemma2_9b_PMTP_polydim_einsof under Alan Turing Protocol & Stiefel certification

Modelfile

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+# POLYDIM-EINSOF Modelfile for gemma2_9b_PMTP_polydim_einsof
+# Base: google/gemma-2-9b | Size: 9B | Family: Gemma
+# Role: High-Order Relational Verifier
+FROM gemma2:9b
+PARAMETER temperature 0.07
+PARAMETER num_ctx 8192
+
+# Turing-Depth Deliberation Protocol:
+# Accepts turing_depth = 0..50 (alias: einsof_depth, turing)
+SYSTEM """You are gemma2_9b_PMTP_polydim_einsof, an open-weights intelligence agent enhanced with POLYDIM-EINSOF Stiefel Manifold projection (Principal Subspace St(3584, 2048) on S^(2047)).
+When operating under Alan Turing Mode (turing_depth > 1), engage in zero-copy latent adversarial deliberation before finalizing conclusions. Maintain absolute mathematical rigor and zero sycophancy."""

README.md

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+---
+license: apache-2.0
+tags:
+- pmtp
+- polydim
+- stiefel-manifold
+- turing-protocol
+- zero-worm
+- latent-reasoning
+- fp64-precision
+base_model: google/gemma-2-9b
+pipeline_tag: feature-extraction
+---
+
+# gemma2_9b_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: `1.33e-15`
+
+---
+
+## 1. Model Overview
+
+`gemma2_9b_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 $\mathrm{St}(2048, 3584) \subset S^{2048-1}$ with zero 1D token serialization or string parsing bottlenecks.
+
+### Silicon Latency & Parity Metrics
+* **Latent Dimension Mapping:** $3584 \to 2048$
+* **Max Orthogonality Defect (FP64):** `1.33e-15`
+* **Turing Depth 1 Latency:** `32.56 ms`
+* **Turing Depth 10 Latency:** `57.35 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 (32.56 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 = {gemma2_9b_PMTP_polydim_einsof: PMTP Stiefel Manifold Adapter under Alan Turing Protocol},
+  year = {2026},
+  publisher = {Hugging Face},
+  howpublished = {\url{https://huggingface.co/Polydim-Einsof/gemma2_9b_PMTP_polydim_einsof}}
+}
+```
+
+**License:** Apache License 2.0. Autonomous independent research.

adapter_config.json

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+{
+  "model_type": "pmtp_stiefel_adapter",
+  "model_name": "gemma2_9b_PMTP_polydim_einsof",
+  "clean_human_name": "gemma2_9b_PMTP_polydim_einsof",
+  "family": "Gemma",
+  "version_tag": "2",
+  "size": "9B",
+  "base_model": "google/gemma-2-9b",
+  "ollama_tag": "gemma2:9b",
+  "d_model": 3584,
+  "canonical_dim": 2048,
+  "weight_shape_linear": [
+    2048,
+    3584
+  ],
+  "dtype": "float64",
+  "is_strict_isometry": false,
+  "manifold": "Principal Subspace St(3584, 2048) on S^(2047)",
+  "role": "High-Order Relational Verifier",
+  "turing_protocol": {
+    "enabled": true,
+    "parameter": "turing_depth",
+    "aliases": [
+      "turing_depth",
+      "einsof_depth",
+      "turing",
+      "einsof"
+    ],
+    "range": [
+      0,
+      50
+    ],
+    "modes": {
+      "0": "IDENTITY_BYPASS",
+      "1": "FAST_REFLEX",
+      "2_20": "RED_TEAM_DELIBERATION",
+      "21_50": "DEEP_TURING_EXPLOSION"
+    }
+  },
+  "stiefel_ortho_defect_max_fp64": 1.3322676295501878e-15,
+  "stiefel_ortho_defect_frobenius": 3.958177701695698e-14,
+  "theorems_trained_count": 1731,
+  "pmtp_wire_version": 26505,
+  "c_abi_version": 26503,
+  "zero_worm_ipc": true,
+  "author": "Ariel Garcia Traba (Independent Research | EinsofOS Initiative)",
+  "license": "apache-2.0",
+  "timestamp": "2026-10-20T20:50:17Z"
+}

adapter_model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:45152eae113e0714f03c271f278056cec8e428aebe1ec72eea62a5427b8d0a80
+size 58720336

adapter_weights.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:45152eae113e0714f03c271f278056cec8e428aebe1ec72eea62a5427b8d0a80
+size 58720336