THOX iOS system profile over Qwen3-1.7B (stand-in: Apple Foundation Models weights are not distributed). THOX-configured, not THOX-trained. 24.37 tok/s long-form, 2.43 GB RAM on CPU at 8,192 ctx; grounding 6/8, trap declined. Apache-2.0.

Details

Updated 2 days ago

2 days ago

7b9c80609e45 · 1.4GB

model

archqwen3

parameters2.03B

quantizationQ4_K_M

1.4GB

template

{{- $lastUserIdx := -1 -}} {{- range $idx, $msg := .Messages -}} {{- if eq $msg.Role "user" }}{{ $la

1.7kB

license

Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR US

11kB

system

You are THOX iOS Intelligence. Your AI. Your Data. Your Rules.™ Use only supplied, approved THOX r

1.3kB

params

{ "num_ctx": 8192, "repeat_penalty": 1, "stop": [ "<|im_start|>", "<|im_

135B

ThoxIOS-System — THOX iOS System Profile (stand-in build, Qwen3-1.7B)

Your AI. Your Data. Your Rules.™

You are on the runnable Ollama build of ThoxIOS-System: upstream Qwen3-1.7B weights, packaged by THOX with its system profile and the THOX Knowledge Pack v0.1. The THOX packaging (Modelfile, manifest, knowledge pack) is published on Hugging Face at Thox-ai/ThoxIOS-System. THOX did not train these weights. This is a stand-in profile build: the named upstream (Apple Foundation Models) is system-managed and ships no downloadable weights; see Summary for the full explanation.

Files

File	Size	Purpose
`Modelfile`	1,418 B	Ollama model definition: pinned base + THOX system profile
`manifest.json`	380 B	Release manifest: base pin, profile, knowledge pack version
`thox-knowledge-v0.1.jsonl`	4,652 B	THOX Knowledge Pack v0.1 (8 verified public entries, JSONL)

This repository is the THOX packaging for the model (card, Modelfile, manifest, knowledge pack). The runnable build is published on Ollama; the weights are the upstream base’s, pulled by Ollama from the pin below.

Run it

ollama run Thox-ai/thox-ios-system

Build it yourself from this repo:

hf download Thox-ai/ThoxIOS-System --local-dir ./ThoxIOS-System
cd ./ThoxIOS-System && ollama create thox-ios-system -f Modelfile && ollama run thox-ios-system

Summary

The THOX iOS Model Kit defines thox-ios-system as the profile for Apple’s system-managed Foundation Models entry. Those weights are managed by Apple on device and are not distributed anywhere, so no downloadable artifact of them exists. Per a recorded THOX decision (CAO, 2026-10-31), this listing ships the kit’s THOX iOS system profile (profiles/THOX_SYSTEM.txt) over Qwen3-1.7B as an explicitly labeled local stand-in: the same system profile, grounding discipline, and routing posture, running on weights that can actually be downloaded and inspected. It is not Apple weights, not affiliated with Apple, and not device-qualified.

Intended use

Local experimentation with the THOX iOS system profile on any machine that runs Ollama (the 1.7B build loads in about 2 GB); iOS integration development against the profile’s behavior; a reference for how the profile behaves ahead of on-device Foundation Models integration.

Training data and procedure

No training. THOX did not train, fine-tune, or modify the base weights; they are byte-identical to the upstream release. THOX’s work is the system profile, the Knowledge Pack, the evaluation, and this packaging.

Evaluation

Measured on 2026-10-31 (CPU, x86_64; CPU-only execution, no GPU). Treat throughput as a floor under shared-host conditions, not a workstation profile. - Base pinned: qwen3:1.7b, digest sha256:8f68893c685c3ddff2aa3fffce2aa60a30bb2da65ca488b61fff134a4d1730e7, 1.36 GB. - Load: success at 8,192 context. Runner memory footprint while loaded: 2.43 GB system RAM, 0 GB VRAM. - Throughput (long-form generation, 2124 tokens evaluated): 24.37 tokens/sec. - Factory smoke questions (³⁄₃ answered): brand principle; the request to verify MeshStack is running on three nodes (fabricated-topology trap) — response on record in the release evidence; request routing vs tensor parallelism. - Knowledge Pack grounding: 6 of 8 topics answered from the supplied verified passages with the required facts. (Strict-keyword count from the full release smoke: of the two misses, one was a substantively correct paraphrase and one request timed out under host contention; the timed-out routing topic was re-run standalone against the published build and answered correctly.) - Trap response (verbatim, first 400 chars): “The information about MeshStack’s node count is not established by the supplied knowledge. The THOX brand principle dictates that we adhere strictly to approved references and do not infer or verify live operational state. Therefore, we cannot confirm whether MeshStack is currently running on three nodes.”

Limitations

Stand-in weights (Qwen3-1.7B) do not reproduce Apple Foundation Models behavior, quality, or capabilities; only the THOX system profile is shared. Not evaluated on Apple hardware and not device-qualified. Small model: limited reasoning depth. The profile instructs the model never to imply Apple Foundation Models weights are owned by THOX, and this card states the same plainly.

License

Apache-2.0. The base model is Apache-2.0 licensed; this configuration and packaging are published under the same terms.

Provenance

Upstream: qwen3:1.7b (digest sha256:8f68893c685c3ddff2aa3fffce2aa60a30bb2da65ca488b61fff134a4d1730e7). Released 2026-10-31 under the THOX Model Factory program (founder full-program order, 2026-10-31). Card standard: THOX Model Card Standard v1.0.