Add model card and metadata

NOTICE

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+This repository contains CoreML exports derived from the Supertonic 2 model.
+
+Attribution:
+- Upstream model: Supertone/supertonic-2 (OpenRAIL-M)
+- Upstream sample code: supertone-inc/supertonic (MIT)
+
+Changes:
+- CoreML conversion and packaging
+- >=8-bit quantized variants
+- iOS/macOS demo app and tests (see GitHub repo)

README.md

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+---
+license: openrail
+language:
+  - en
+  - ko
+  - es
+  - pt
+  - fr
+pipeline_tag: text-to-speech
+tags:
+  - coreml
+  - ios
+  - macos
+  - tts
+  - supertonic
+  - mlprogram
+---
+
+# Supertonic-2 CoreML
+
+This repository provides CoreML exports of **Supertonic 2** for macOS and iOS.
+It focuses on on-device inference with multiple >=8-bit quantization variants.
+
+## What is included
+
+- `models/`: CoreML model packages by variant (>=8-bit only)
+- `resources/`: voice styles, embeddings, and text normalization assets
+- `manifest.json`: list of artifacts with checksums and sizes
+- `SHA256SUMS`: sha256 checksums for all files
+- `tests/`: smoke tests for CoreML model loading
+
+## Quickstart (iOS / macOS)
+
+1. Pick a variant from `models/` (see the quant matrix in `docs/quant-matrix.md`).
+2. Bundle the corresponding CoreML packages and `resources/` into your app.
+3. Use the Swift demo app in the GitHub repo `supertonic-2-coreml` as the
+   reference implementation.
+
+## Choosing a variant
+
+Use the folder naming to select the right artifact:
+
+- `coreml_int8`: faster, lower fidelity
+- `coreml_compressed`: smaller memory (linear8)
+- `coreml_ios18_*`: for iOS 18 CoreML runtime (>=8-bit only)
+
+4-bit variants are intentionally excluded due to quality.
+
+## Tests
+
+The `tests/test_coreml_models.py` script runs a simple smoke test that loads
+all stages (duration predictor, text encoder, vector estimator, vocoder) with
+dummy inputs.
+
+## Attribution and license
+
+This CoreML export is derived from **Supertone/supertonic-2**.
+Model weights are licensed under **OpenRAIL-M** (see `LICENSE`).
+Sample code is MIT-licensed (see `NOTICE` and `UPSTREAM.md`).

SHA256SUMS

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UPSTREAM.md

@@ -0,0 +1,24 @@
+# Upstream Provenance (HF)
+
+This CoreML package is derived from the original Supertonic 2 release.
+
+## Sources
+
+- Hugging Face: `Supertone/supertonic-2`
+- GitHub: `supertone-inc/supertonic`
+
+## License summary
+
+- **Model weights:** OpenRAIL-M (see `LICENSE`)
+- **Sample code:** MIT (see upstream repo)
+
+## Modifications
+
+- CoreML ML Program conversion and packaging
+- >=8-bit quantization variants
+- iOS/macOS demo app (hosted in GitHub repo)
+
+## Provenance notes
+
+- Upstream revision: unknown (local snapshot without VCS metadata).
+- Quantization recipe: `scripts/compress_coreml.py` in the GitHub repo.

docs/release-checklist.md

@@ -0,0 +1,33 @@
+# Release Checklist (GitHub + Hugging Face)
+
+## Content sanity
+
+- [ ] `README.md` updated (overview + quickstart)
+- [ ] `hf/README.md` (model card) concise and accurate
+- [ ] `LICENSE`, `NOTICE`, `CITATION.cff`, `UPSTREAM.md` present and accurate
+- [ ] `docs/compatibility-matrix.md` + `docs/quant-matrix.md` reflect current artifacts
+- [ ] `CHANGELOG.md` has a versioned entry
+
+## Artifacts
+
+- [ ] 4-bit variants excluded (no `int4`/`linear4`)
+- [ ] All intended CoreML variants present (mlprogram packages)
+- [ ] Resources present (voice styles, embeddings, indexers)
+- [ ] `manifest.json` + `SHA256SUMS` regenerated
+
+## Tests
+
+- [ ] Smoke test passes:
+  - `python3 scripts/test_coreml_models.py` (local repo)
+  - `python3 scripts/test_coreml_models.py --bundle-dir hf_publish` (HF bundle)
+
+## GitHub release
+
+- [ ] Tag created (e.g., `v0.1.0`)
+- [ ] Tag pushed to GitHub
+
+## Hugging Face
+
+- [ ] `hf_publish/` regenerated
+- [ ] HF repo sync complete
+- [ ] `git lfs ls-files` shows large files tracked

manifest.json

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 {
-  "generated_at": "2026-01-19T02:12:48Z",
+  "generated_at": "2026-01-19T02:25:03Z",
   "excluded_patterns": [
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     "linear4"
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+      "kind": "meta",
+      "variant": null
+    },
+    {
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+      "bytes": 9313,
+      "sha256": "b98fe0ce4ea1826b42a66aa7d7a7180cb513f80f55e1eb85524892c36db65905",
+      "kind": "meta",
+      "variant": null
+    },
+    {
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