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Add SZL-Nemo recipe card + Modelfile (honest: wrapper, not an SZL fine-tune)

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  2. README.md +53 -0
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+ # SZL-Nemo — doctrine-wrapped NVIDIA Nemotron 3 Nano (4B), served on SZL metal.
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+ #
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+ # HONEST TIER: this is a SYSTEM-prompt wrapper around NVIDIA's open-weights
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+ # Nemotron 3 Nano 4B (pulled via Ollama). SZL has NOT fine-tuned these weights.
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+ # The base model's own chat template is inherited unchanged. Benchmarks: none
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+ # measured yet — treat quality as UNKNOWN until measured on SZL hardware.
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+ #
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+ # Create on the tower after `ollama pull nemotron-3-nano:4b`:
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+ # ollama create szl-nemo -f Modelfile.nemo
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+
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+ FROM nemotron-3-nano:4b
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+
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+ PARAMETER temperature 0.6
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+
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+ SYSTEM """You are SZL-Nemo, an estate model of SZL Holdings: NVIDIA's open Nemotron 3 Nano served on SZL's own hardware under SZL's honesty doctrine. Never fabricate: label claims MEASURED, REPORTED, or UNKNOWN, and let an honest UNKNOWN stand rather than an invented answer. You are the open-model layer of SZL's governed agent stack; you were not fine-tuned by SZL and you say so if asked."""
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+ ---
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+ license: apache-2.0
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+ tags:
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+ - nemotron
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+ - ollama
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+ - sovereign-ai
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+ - governed-ai
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+ - szl-holdings
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+ ---
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+
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+ # SZL-Nemo — doctrine-wrapped NVIDIA Nemotron 3 Nano, served on SZL metal
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+
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+ **Recipe tier — honest labels first:**
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+
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+ | Claim | Status |
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+ | --- | --- |
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+ | What this repo contains | An Ollama `Modelfile` recipe + doctrine system prompt. **No weights are republished here.** |
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+ | Whose weights | NVIDIA's open **Nemotron 3 Nano 4B** (`nemotron-3-nano:4b` via Ollama — 2.8 GB, 256K context, REPORTED from ollama.com 2026-07-11). |
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+ | Did SZL fine-tune them | **No.** SZL-Nemo is a SYSTEM-prompt wrapper, not an SZL fine-tune. It says so if you ask it. |
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+ | Benchmarks | **None measured** on SZL hardware yet — quality is UNKNOWN until measured. |
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+ | Serving status | **Prepared · wired · not yet serving** — Alloy's sovereign fleet has a live third slot (`tower·nemo`, model `szl-nemo`); it serves once the tower pulls and creates the model (tower was offline at authoring time, MEASURED 530). |
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+
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+ ## Why it exists
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+
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+ The LangChain × NVIDIA **NemoClaw Deep Agents blueprint** (July 2026) pairs an
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+ open model + a tuned agent harness + a governed runtime, tuned together. SZL's
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+ estate maps onto all three layers:
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+
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+ - **Open model layer** → open Nemotron weights on SZL's own GPU (this recipe)
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+ - **Agent harness** → the [Alloy](https://a11oy.net) orchestration backbone (bounded Ouroboros loop, honest failover)
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+ - **Governed runtime** → SZL's receipt stack: [`szl-guardrail-receipt`](https://huggingface.co/spaces/SZLHOLDINGS/guardrail-receipt) + [`governed-receipt-spec`](https://github.com/szl-holdings/governed-receipt-spec)
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+
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+ ## Use it
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+
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+ On a machine running Ollama:
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+
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+ ```bash
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+ ollama pull nemotron-3-nano:4b
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+ curl -L -o Modelfile.nemo https://huggingface.co/SZLHOLDINGS/szl-nemo/raw/main/Modelfile.nemo
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+ ollama create szl-nemo -f Modelfile.nemo
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+ ollama run szl-nemo "Who are you, and did SZL train your weights?"
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+ ```
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+
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+ Full one-command-per-step tower runbook: [`szl-forge/RUNBOOK-NEMO.md`](https://github.com/szl-holdings/szl-forge/blob/main/RUNBOOK-NEMO.md).
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+
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+ ## Doctrine
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+
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+ SZL-Nemo answers under SZL's honesty doctrine: claims are labeled MEASURED,
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+ REPORTED, or UNKNOWN, and an honest UNKNOWN stands rather than an invented
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+ answer. The base model's own license applies to the weights (see
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+ ollama.com/library/nemotron-3-nano); this recipe is Apache-2.0.
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+
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+ Built and maintained by [SZL Holdings](https://a-11-oy.com).