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README.md

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+---
+license: cc-by-nc-4.0
+tags:
+  - quran
+  - audio
+  - alignment
+  - embeddings
+---
+
+# tadabur-align-references
+
+Precomputed reference embeddings powering [tadabur-align](https://github.com/FaisaI/tadabur-align) — word-level timestamp extraction for Quranic recitation via DTW alignment transfer (no ASR).
+
+## What this is
+
+For 5,481 of the Quran's 6,236 ayahs, this dataset holds frame-level [tadabur-embedding](https://huggingface.co/FaisaI/tadabur-embedding) features for up to 8 reference reciters, plus each reference's word-level timestamps and internal-pause intervals. No audio is included — only model outputs and timing data. `tadabur-align` fetches these on demand instead of recomputing them locally.
+
+## Structure
+
+```
+S016A001/
+  manifest.json              # word count, model hash, recipe version, reciter list
+  Husary_64kbps.npz          # frame centers, 7 encoder layers (float16), word timestamps, pauses
+  Alafasy_128kbps.npz
+  ...                        # 4-8 files per ayah
+quran-align/
+  Husary_64kbps.json         # source word-timestamp data (see below)
+  ...
+```
+
+Each `.npz` is versioned: it records the embedding-model hash and feature-recipe version it was built with, so a consumer can detect staleness after a model update rather than silently mixing incompatible embeddings.
+
+## Provenance
+
+- Word timestamps: [quran-align](https://github.com/cpfair/quran-align) by cpfair (CC BY 4.0), bundled here under `quran-align/`.
+- Reference audio: [everyayah.com](https://everyayah.com) — used only to compute the embeddings in this dataset; not redistributed.
+- Embeddings: [FaisaI/tadabur-embedding](https://huggingface.co/FaisaI/tadabur-embedding).
+
+## License
+
+CC BY-NC 4.0, matching the embedding model these features are derived from. Non-commercial use, with attribution to quran-align and everyayah for the underlying timing data and audio.

S002A115/manifest.json

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+{
+ "surah": 2,
+ "ayah": 115,
+ "n_words": 12,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S003A141/manifest.json

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+{
+ "surah": 3,
+ "ayah": 141,
+ "n_words": 6,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S005A050/manifest.json

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+{
+ "surah": 5,
+ "ayah": 50,
+ "n_words": 10,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S006A058/manifest.json

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+{
+ "surah": 6,
+ "ayah": 58,
+ "n_words": 14,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S006A067/manifest.json

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+{
+ "surah": 6,
+ "ayah": 67,
+ "n_words": 5,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S007A033/manifest.json

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+{
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+ "ayah": 33,
+ "n_words": 29,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S008A014/manifest.json

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+{
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+ "ayah": 14,
+ "n_words": 6,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S009A040/manifest.json

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+{
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+ "ayah": 40,
+ "n_words": 43,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps"
+ ]
+}

S010A004/manifest.json

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+{
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+ "ayah": 4,
+ "n_words": 28,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Alafasy_128kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S011A050/manifest.json

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+{
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+ "ayah": 50,
+ "n_words": 17,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps"
+ ]
+}

S012A058/manifest.json

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+{
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+ "ayah": 58,
+ "n_words": 9,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S012A067/manifest.json

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+{
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+ "ayah": 67,
+ "n_words": 27,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Hani_Rifai_192kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S012A093/manifest.json

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+{
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+ "ayah": 93,
+ "n_words": 12,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps"
+ ]
+}

S016A115/manifest.json

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+{
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+ "ayah": 115,
+ "n_words": 22,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S020A014/manifest.json

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+ "ayah": 14,
+ "n_words": 11,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S021A040/manifest.json

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+{
+ "surah": 21,
+ "ayah": 40,
+ "n_words": 10,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S022A048/manifest.json

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+{
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+ "ayah": 48,
+ "n_words": 11,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Hani_Rifai_192kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S022A077/manifest.json

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+{
+ "surah": 22,
+ "ayah": 77,
+ "n_words": 11,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S023A023/manifest.json

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+{
+ "surah": 23,
+ "ayah": 23,
+ "n_words": 16,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S026A105/manifest.json

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+ "n_words": 4,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S036A048/manifest.json

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+{
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+ "ayah": 48,
+ "n_words": 7,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S036A070/manifest.json

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+ "n_words": 8,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S036A077/manifest.json

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+ "ayah": 77,
+ "n_words": 11,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S036A083/manifest.json

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+ "n_words": 8,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S037A023/manifest.json

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+ "n_words": 7,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S038A004/manifest.json

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+ "n_words": 10,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S039A050/manifest.json

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+ "ayah": 50,
+ "n_words": 11,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S044A001/manifest.json

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+ "ayah": 1,
+ "n_words": 1,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S047A009/manifest.json

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+ "n_words": 8,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

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+ "ayah": 31,
+ "n_words": 8,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

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+ "n_words": 13,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Abu_Bakr_Ash-Shaatree_128kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Husary_64kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S048A011/manifest.json

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+ "n_words": 37,
+ "model": "0cd8310e0caa",
+ "recipe": "v1-40ms-l6to12-freqavg-energypause",
+ "reciters": [
+  "Abdul_Basit_Murattal_64kbps",
+  "Alafasy_128kbps",
+  "Hani_Rifai_192kbps",
+  "Minshawy_Murattal_128kbps",
+  "Mohammad_al_Tablaway_128kbps",
+  "Saood_ash-Shuraym_128kbps"
+ ]
+}

S050A001/manifest.json

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+ "ayah": 1,
+ "n_words": 3,
+ "model": "0cd8310e0caa",
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